{
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  "sourcesContent": ["import{jsx as e,jsxs as t}from\"react/jsx-runtime\";import{ComponentPresetsConsumer as n,Link as o}from\"framer\";import{motion as a}from\"framer-motion\";import*as i from\"react\";import{Youtube as r}from\"https://framerusercontent.com/modules/NEd4VmDdsxM3StIUbddO/DDzyuYPF56TuI0bfUu2z/YouTube.js\";export const richText=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"Trying to decide on your next data project? You\u2019ve come to the right place!\"}),/*#__PURE__*/e(\"p\",{children:\"Whether you\u2019re just getting started with data analytics or are just in need of a project to keep your skills sharp, here are a few different types of projects to meet you where you\u2019re at on your career path:\"}),/*#__PURE__*/e(\"h2\",{children:\"Crawl: Guided Projects\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Guided projects\"}),\" are a great addition to any data portfolio. With guided projects, there are options available for every skill level, so whether you\u2019re attempting your first project ever, or are at an advanced stage of your learning journey, there\u2019s something for everyone.\"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"Some other benefits of guided projects include:\"})}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Step-by-step \",/*#__PURE__*/e(\"strong\",{children:\"support\"}),\" as you work through the project\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Real-world project simulation\"}),\" for specific occupational use cases\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Reinforce foundational knowledge\"}),\" through hands-on practice and repetition\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Easy to pick up and put down, so you can \",/*#__PURE__*/e(\"strong\",{children:\"progress at your own pace\"}),\" in your own time\"]})})]}),/*#__PURE__*/e(\"p\",{children:\"Guided projects are a great way to build confidence in your own abilities as they would actually be used in a professional setting.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/guided-projects\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:/*#__PURE__*/e(\"strong\",{children:\"FIND GUIDED PROJECTS HERE\"})})})}),/*#__PURE__*/e(\"h2\",{children:\"Walk: Free Online Datasets and Challenges\"}),/*#__PURE__*/t(\"p\",{children:[\"Another great addition to your project portfolio? Utilizing one of the many datasets available online for free, or joining in a public \",/*#__PURE__*/e(\"strong\",{children:\"data challenge\"}),\"!\"]}),/*#__PURE__*/t(\"p\",{children:[\"If you\u2019re not quite ready to build a project from scratch and/or are looking for an opportunity to learn from the work of your peers, \",/*#__PURE__*/e(\"strong\",{children:\"public datasets\"}),\" are exactly what you\u2019re looking for.\"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"Here are some benefits to this approach:\"})}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"FREE is always nice! As well as our \",/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/data-playground\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:/*#__PURE__*/e(\"strong\",{children:\"Data Playground\"})})}),\", you can find free datasets on sites like Kaggle and Data.world\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"An opportunity for even more \",/*#__PURE__*/e(\"strong\",{children:\"practice\"}),\" \u2013 this time, without the step-by-step support found in guided projects\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Flexibility for \",/*#__PURE__*/e(\"strong\",{children:\"creativity\"}),\" and showcasing personal intuitive insights\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"A built-in \",/*#__PURE__*/e(\"strong\",{children:\"community\"}),\" where you can take inspiration from the work of your peers as well as inspire others with your own\"]})})]}),/*#__PURE__*/e(\"p\",{children:\"If you\u2019re interested in this approach, then joining an ongoing data challenge has even MORE benefits! \"}),/*#__PURE__*/t(\"p\",{children:[\"For one, you get to \",/*#__PURE__*/e(\"strong\",{children:\"gamify your work\"}),\" \u2013 the competitive element can make the work even more fun, and there\u2019s a chance at an actual external reward. \"]}),/*#__PURE__*/t(\"p\",{children:[\"One important differentiation with a challenge entry is that, unlike guided projects or a standard public dataset, a data challenge will also force you to work on your \",/*#__PURE__*/e(\"strong\",{children:\"time management skills\"}),\" due to the submission deadline. This is a great way to prepare for what it might be like to be given a work assignment!\"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/challenges\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:/*#__PURE__*/e(\"strong\",{children:\"JOIN THE CURRENT MAVEN CHALLENGE\"})})})}),/*#__PURE__*/e(\"h2\",{children:\"Run: Passion Projects and Self-Collected Data\"}),/*#__PURE__*/e(\"p\",{children:\"If you\u2019re really looking for a challenge? Try building a project completely from scratch!\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Passion projects\"}),\" and datasets that you find in your own environment can be a great addition to your portfolio. It gives you an opportunity to \",/*#__PURE__*/e(\"strong\",{children:\"showcase who you are as a person\"}),\" as well as a professional!\"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"Some distinct benefits to this type of project:\"})}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"From start to finish, the project is \",/*#__PURE__*/e(\"strong\",{children:\"entirely your own\"}),\"; from data cleaning to final presentation. (And sometimes even the data collection!)\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"You have complete \",/*#__PURE__*/e(\"strong\",{children:\"freedom of choice in your topic\"}),\", and it can be relevant to your own interests and/or career niche\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Stands out from your peers, in that the project is entirely \",/*#__PURE__*/e(\"strong\",{children:\"unique to you\"})]})})]}),/*#__PURE__*/e(\"p\",{children:\"Opportunities for this kind of project are everywhere and could come from volunteering with a local nonprofit or even taking stock of your personal inventory of baseball cards.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/blog/data-analyst-passion-projects\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:/*#__PURE__*/e(\"strong\",{children:\"READ MORE ABOUT PASSION PROJECTS (WITH EXAMPLES!)\"})})})}),/*#__PURE__*/e(\"h2\",{children:\"Wrapping Up\"}),/*#__PURE__*/e(\"p\",{children:\"No matter where you\u2019re at in your data journey, the opportunities for new projects are endless! And remember: it doesn\u2019t have to be perfect every single time. \"}),/*#__PURE__*/e(\"p\",{children:\"When you dig into a project, the important thing is that you\u2019re doing the practice to build that muscle memory, growing your skills, and absorbing what you\u2019ve learned. The more you practice, the easier it will be!\"}),/*#__PURE__*/e(\"p\",{children:\"We hope this article helped you find a direction for your next project!\"})]});export const richText1=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"We're in the midst of some exciting times here at Maven Analytics!\"}),/*#__PURE__*/t(\"p\",{children:[\"We just wrapped our first-ever \",/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/open-campus\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:/*#__PURE__*/e(\"strong\",{children:\"Open Campus\"})})}),\" event, kicked off our annual \",/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/black-friday-2023\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:/*#__PURE__*/e(\"strong\",{children:\"Black Friday\"})})}),\" sale, and just launched a brand new \",/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/course/intro-google-sheets\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:/*#__PURE__*/e(\"strong\",{children:\"Google Sheets\"})})}),\" course to help everyday people build core data literacy skills.\"]}),/*#__PURE__*/t(\"p\",{children:[\"On top of that, I'm excited to introduce a brand new addition to the Maven platform and one of our biggest updates of the year: \",/*#__PURE__*/e(\"strong\",{children:\"Guided Projects\"}),\"!\"]}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(n,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/DDzyuYPF56TuI0bfUu2z/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(r,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/Jj_Fy0_r7tQ?si=3heTNdVrpG7oT1le\"})})}),/*#__PURE__*/e(\"h2\",{children:\"What are Guided Projects?\"}),/*#__PURE__*/t(\"p\",{children:[\"Guided Projects are the newest way to \",/*#__PURE__*/e(\"strong\",{children:\"build, sharpen, and apply your data skills by solving real business problems\"}),\".\"]}),/*#__PURE__*/e(\"p\",{children:\"Unlike our self-paced courses and comprehensive learning paths, Guided Projects give you modular, bite-sized opportunities to test and apply your knowledge to specific use cases. \"}),/*#__PURE__*/e(\"p\",{children:\"With Guided Projects, your goal is to solve a pre-defined series of tasks and objectives, designed to simulate the exact types of problems that data professionals encounter on the job.\"}),/*#__PURE__*/e(\"p\",{children:\"Projects range from basic to advanced, feature tools like Excel, MySQL, Power BI, Tableau and Python, and cover topics spanning HR, transportation, hospitality, retail, government, and more (with new projects launching monthly!).\"}),/*#__PURE__*/e(\"h2\",{children:\"Why do Guided Projects matter?\"}),/*#__PURE__*/t(\"p\",{children:[\"We've always believed in the power of \",/*#__PURE__*/e(\"strong\",{children:\"practical\"}),\", \",/*#__PURE__*/e(\"strong\",{children:\"project-based learning\"}),\", and Guided Projects give us yet another valuable resource to offer our students.\"]}),/*#__PURE__*/e(\"p\",{children:\"Our instructor team will be producing new projects monthly, allowing us to deliver fresh, relevant, and high-quality content faster than ever before. We also plan to integrate Guided Projects into our existing learning paths and personalized plans, to encourage a healthy balance of skill development and application.\"}),/*#__PURE__*/e(\"p\",{children:\"We're confident that this is a game-changer for aspiring, upskilling and reskilling data professionals, for a few key reasons:\"}),/*#__PURE__*/e(\"h3\",{children:\"1. Exposure to real business problems\"}),/*#__PURE__*/t(\"p\",{children:[\"If you want to build real-world data skills, \",/*#__PURE__*/e(\"strong\",{children:\"you need real-world practice\"}),\".\"]}),/*#__PURE__*/e(\"p\",{children:\"That means rolling up your sleeves and working on the same problems that real analysts and data scientists tackle every day, from data visualization and dashboard design to exploratory analysis and predictive modeling.\"}),/*#__PURE__*/e(\"p\",{children:\"Instead of working through oversimplified and highly conceptual demos and tutorials, Guided Projects simulate what it's like working on real projects, with real, unfiltered data.\"}),/*#__PURE__*/e(\"p\",{children:\"You'll get exposure to a broad range of projects and case studies, and build confidence breaking down and solving even the most complex tasks \u2013 without an expert holding your hand every step of the way.\"}),/*#__PURE__*/e(\"h3\",{children:\"2. Focus on applied learning\"}),/*#__PURE__*/t(\"p\",{children:[\"Binge-watching online tutorials might make you feel productive, but it's not an effective way to learn. When you chase credentials or jump from course to course without pausing to practice, \",/*#__PURE__*/e(\"strong\",{children:\"you are essentially cramming information into short-term memory\"}),\".\"]}),/*#__PURE__*/e(\"p\",{children:'Active learning requires spaced repetition and hands-on, applied practice. This is critical for building intuition, solidifying your knowledge base, and combatting the dreaded \"forgetting curve\" (use it or lose it, as they say).'}),/*#__PURE__*/e(\"p\",{children:\"Instead of memorizing code or mindlessly replicating steps on the screen, Guided Projects are designed to put your skills to the test outside the comfort zone of an instructor-led course.\"}),/*#__PURE__*/e(\"h3\",{children:\"3. Targeted practice opportunities\"}),/*#__PURE__*/t(\"p\",{children:[\"At Maven Analytics, we take pride in developing some of the highest-quality, most comprehensive courses and learning paths in the world. This is great news for students looking to build a deep, foundational skill set, \",/*#__PURE__*/e(\"strong\",{children:\"but not ideal for those who need quicker, more focused ways to stay sharp\"}),\".\"]}),/*#__PURE__*/e(\"p\",{children:\"Guided Projects help fill the gap, providing a brand new opportunity for Maven students to test and sharpen their skills without combing through long-form courses. Projects are completely modular, and typically take anywhere from ~30 minutes to 2 hours to complete, depending on the topic and difficulty level.\"}),/*#__PURE__*/e(\"p\",{children:\"This is also good news for those preparing for niche roles or seeking more specialized training. As we continue to build our Guided Project library, we plan to include content relevant to a broad range of industries, verticals and roles (i.e. marketing analytics, HR, supply chain, finance, product, etc.).  \"}),/*#__PURE__*/e(\"h3\",{children:\"4. Ready-made portfolio projects\"}),/*#__PURE__*/t(\"p\",{children:[\"If you are looking to launch or accelerate your data career, \",/*#__PURE__*/e(\"strong\",{children:\"building a professional-quality project portfolio is critical\"}),\".\"]}),/*#__PURE__*/t(\"p\",{children:[\"For those who may not have professional experience to draw from, Guided Projects provide an amazing library of ready-made projects to help you create or grow your portfolio (which you can conveniently build and share through \",/*#__PURE__*/e(\"strong\",{children:\"Maven Showcase\"}),\").\"]}),/*#__PURE__*/t(\"p\",{children:[\"Instead of listing skills as bullet points on a resume, project portfolios allow you to actually \",/*#__PURE__*/e(\"em\",{children:\"prove\"}),\" what you're capable of, and showcase those skills to peers and employers around the world.\"]}),/*#__PURE__*/e(\"h3\",{children:\"5. Customizable user experience\"}),/*#__PURE__*/t(\"p\",{children:[\"As a leading online learning platform, one of our top priorities is to \",/*#__PURE__*/e(\"strong\",{children:\"build content that is accessible and approachable to learners of all ability levels\"}),\".\"]}),/*#__PURE__*/e(\"p\",{children:\"With this in mind, we will be developing Guided Projects suitable for novices and experts alike, from non-analysts looking to learn basic data literacy skills to seasoned data scientists and machine learning engineers.\"}),/*#__PURE__*/e(\"p\",{children:\"Users can also adjust the level of difficulty, by either working through tasks independently or reviewing hints and instructor-led solution videos for a more guided experience. This allows us to create challenging, open-ended tasks, while providing a safety net for those who need it.\"}),/*#__PURE__*/e(\"h2\",{children:\"How to Access Guided Projects\"}),/*#__PURE__*/e(\"p\",{children:\"Guided Projects are available on all Maven Analytics plans, but Free users will only have access to a subset of projects. Pro users have access to the entire library, along with all courses, assessments and learning paths.\"}),/*#__PURE__*/t(\"p\",{children:[\"To explore Guided Projects, log-in and navigate to \",/*#__PURE__*/e(\"strong\",{children:\"Data Playground > Guided Projects\"}),\":\"]}),/*#__PURE__*/e(\"img\",{alt:\"Guided Projects 16:9 Screenshot\",className:\"framer-image\",src:\"https://framerusercontent.com/images/F0JotlAPIKqppIrSkkrZi5Z2RE.png\",srcSet:\"https://framerusercontent.com/images/F0JotlAPIKqppIrSkkrZi5Z2RE.png?scale-down-to=512 512w,https://framerusercontent.com/images/F0JotlAPIKqppIrSkkrZi5Z2RE.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/F0JotlAPIKqppIrSkkrZi5Z2RE.png?scale-down-to=2048 2048w,https://framerusercontent.com/images/F0JotlAPIKqppIrSkkrZi5Z2RE.png 2530w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})})]});export const richText2=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"A few weeks ago, we put out a request looking for those seeking work in the data industry. From aspiring analysts just starting their careers to those a little more developed, we had some great respondents from around the globe\u2026and now we\u2019re ready to share them!\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"If you\u2019re an employer looking to hire a new analyst or an analyst looking for inspiration from your peers, read on\u2026\"})}),/*#__PURE__*/e(\"h2\",{children:\"U.S. Based Candidates\"}),/*#__PURE__*/e(\"h3\",{children:\"Jessica Vasale Mehrens\"}),/*#__PURE__*/e(\"img\",{alt:\"Jessica Vasale Mehrens Portfolio\",className:\"framer-image\",src:\"https://framerusercontent.com/images/fDS1V408812ouNgOQwNVTxvBIs.png\",srcSet:\"https://framerusercontent.com/images/fDS1V408812ouNgOQwNVTxvBIs.png?scale-down-to=512 512w,https://framerusercontent.com/images/fDS1V408812ouNgOQwNVTxvBIs.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/fDS1V408812ouNgOQwNVTxvBIs.png 1386w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:/*#__PURE__*/e(\"strong\",{children:\"Maven Analytics Bootcamp Graduate\"})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"Location: Massachusetts\"})}),/*#__PURE__*/t(\"p\",{children:[\"Check out Jessica\u2019s Maven Showcase project portfolio  \",/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/profile/Jessica-Vasale-Mehrens/107341309\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/t(a.a,{children:[\" \",/*#__PURE__*/e(\"strong\",{children:\"here\"}),\" \"]})}),\".\"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:/*#__PURE__*/e(\"strong\",{children:\"From Jessica:\"})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:/*#__PURE__*/e(\"strong\",{children:'\"I\u2019m a Data Analyst with over 20 years of experience in Research and Development, with a thirst for data analysis and delivering data-driven insights, excited for the opportunity to use my leadership and data analytics expertise and skills to offer business solutions.\"'})})}),/*#__PURE__*/t(\"p\",{children:[\"Want to get in touch with Jessica to discuss potential work opportunities? \",/*#__PURE__*/e(o,{href:\"https://www.linkedin.com/in/jessica-v-mehrens/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/t(a.a,{children:[\" \",/*#__PURE__*/e(\"strong\",{children:\"Find her on LinkedIn!\"}),\" \"]})})]}),/*#__PURE__*/e(\"h3\",{children:\"Charlie Stein\"}),/*#__PURE__*/e(\"img\",{alt:\"Charlie Stein Portfolio\",className:\"framer-image\",src:\"https://framerusercontent.com/images/9y4r8EaXJXl74DTsOO9f3zMQfng.png\",srcSet:\"https://framerusercontent.com/images/9y4r8EaXJXl74DTsOO9f3zMQfng.png?scale-down-to=512 512w,https://framerusercontent.com/images/9y4r8EaXJXl74DTsOO9f3zMQfng.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/9y4r8EaXJXl74DTsOO9f3zMQfng.png 1374w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:/*#__PURE__*/e(\"strong\",{children:\"Maven Analytics Bootcamp Graduate\"})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"Location: Washington\"})}),/*#__PURE__*/t(\"p\",{children:[\"Check out Charlie\u2019s Maven Showcase project portfolio \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/profile/Charlie-Stein/31937591\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/t(a.a,{children:[\" \",/*#__PURE__*/e(\"strong\",{children:\"here\"}),\" \"]})}),\".\"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:/*#__PURE__*/e(\"strong\",{children:\"From Charlie:\"})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:/*#__PURE__*/e(\"strong\",{children:'\"I got into business intelligence because I get to uncover insights and bring their value to light with tools like Excel, SQL, and Power BI.'})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:/*#__PURE__*/e(\"strong\",{children:\"Catching errors in data before they cost money and erode our customers' confidence is the best part of my current job.  On my own initiative I beefed up the analytical capacity of my department by using Excel to design more robust data collection tools and more comprehensive dashboard reports.  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I have experience in drafting Excel Formulas and SQL commands to help you achieve the desired outcome and create dashboards that are actionable, insightful, and attractive.\u201D'})})}),/*#__PURE__*/t(\"p\",{children:[\"Want to get in touch with Alkesh to discuss potential work opportunities? \",/*#__PURE__*/e(o,{href:\"https://www.linkedin.com/in/alkesh-mohandas-a0795612b/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/t(a.a,{children:[\" \",/*#__PURE__*/e(\"strong\",{children:\"Find him on LinkedIn!\"}),\" \"]})})]}),/*#__PURE__*/e(\"h3\",{children:\"Rahul Saldanha\"}),/*#__PURE__*/e(\"img\",{alt:\"Rahul Saldanha Portfolio\",className:\"framer-image\",src:\"https://framerusercontent.com/images/HLTUTTevlFzqIQUqZsMAbngpVx8.png\",srcSet:\"https://framerusercontent.com/images/HLTUTTevlFzqIQUqZsMAbngpVx8.png?scale-down-to=512 512w,https://framerusercontent.com/images/HLTUTTevlFzqIQUqZsMAbngpVx8.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/HLTUTTevlFzqIQUqZsMAbngpVx8.png 1389w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"Location: India\"})}),/*#__PURE__*/t(\"p\",{children:[\"Check out Rahul\u2019s Maven Showcase project portfolio \",/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/profile/Rahul-saldanha/159798726\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/t(a.a,{children:[\" \",/*#__PURE__*/e(\"strong\",{children:\"here\"}),\" \"]})}),\".\"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:/*#__PURE__*/e(\"strong\",{children:\"From Rahul:\"})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:/*#__PURE__*/e(\"strong\",{children:'\"I am currently a BI specialist at a pharmaceutical company, a data visualization enthusiast, and play a major role in bringing data to life.\u201D'})})}),/*#__PURE__*/t(\"p\",{children:[\"Want to get in touch with Rahul to discuss potential work opportunities? \",/*#__PURE__*/e(o,{href:\"https://www.linkedin.com/in/rahul-saldanha/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/t(a.a,{children:[\" \",/*#__PURE__*/e(\"strong\",{children:\"Find him on LinkedIn!\"}),\" \"]})})]}),/*#__PURE__*/e(\"h2\",{children:\"Wrapping Up\u2026\"}),/*#__PURE__*/e(\"p\",{children:\"We are honored that so many have entrusted us to share their work. There is some truly incredible talent here, and even more to be found within our community. \"}),/*#__PURE__*/e(\"p\",{children:\"Keep following Maven Analytics on LinkedIn to see more \u2013 we\u2019ll showcase these analysts on our social media channels in the coming weeks!\"}),/*#__PURE__*/t(\"p\",{children:[\"If you\u2019re interested in creating your own personal portfolio or just want to see more work from our amazing data community, you can find it on the \",/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/showcase\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/t(a.a,{children:[\" \",/*#__PURE__*/e(\"strong\",{children:\"Maven Showcase\"})]})}),\"!\"]})]});export const richText3=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"Last week we announced the newest offering from Maven Analytics: Cohort Learning. \"}),/*#__PURE__*/e(\"p\",{children:\"We're really excited about the new format, and wanted to give you some more information about what it is and why we decided to update our offering! \"}),/*#__PURE__*/t(\"p\",{children:[\"First, it's worth explaining that \",/*#__PURE__*/e(\"strong\",{children:\"our decision to change course from our prior 6 month bootcamp offering was based on feedback\"}),\" from our students and potential students. \"]}),/*#__PURE__*/e(\"h3\",{children:\"There were three major themes we kept hearing over and over when we talked to folks about the bootcamp we have run in the past...\"}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"People loved the chance to interact with our instructor team in live sessions, but the 6 month commitment was more than some people could commit to. We knew we needed to offer some shorter duration learning opportunities. \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"The bootcamp's price was out of reach for a lot of people who were interested. We needed to make it more affordable. \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"The bootcamp's curriculum was too rigid, too \\\"one size fits all\\\". We talked to a lot of people who would benefit from some of the bootcamp's modules, but didn't need the others. We needed to offer something more modular so that it could fit the needs of different individuals. \"})})]}),/*#__PURE__*/e(\"h3\",{children:\"We surveyed about 700 potential students to make sure we knew exactly what you wanted.\"}),/*#__PURE__*/e(\"p\",{children:\"Here are the themes that jumped to the top of the list... \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"1. Building a project portfolio and getting your projects reviewed by the experts.\"}),\" This was seen as the highest value component of a live learning program. \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"2. Getting live access to instructors.\"}),\" After projects, this was the next highest ranking component of a live learning program. \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"3. A price tag that was more affordable.\"}),\" We landed on offering the new program at $999 USD. And folks who sign up early can save with our Super Early Bird and Early Bird discounts!\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"4. Ability to take the specific module(s) that are most interesting and skip the others.\"}),\" Power BI was the topic people were most interested in, so we're starting there on October 18th. After that, we'll likely do a SQL or Excel module in January.\"]}),/*#__PURE__*/e(\"p\",{children:\"We really appreciate everyone who took the time to share feedback with us. It helped us shape this new offering, and we are really happy with how it's turned out!\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Here's what you can expect from the new program that will help you build life-changing data skills:\"}),\" \"]}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Learn one of the world\u2019s most powerful business intelligence platforms from our experts\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Complete real-world portfolio projects to market your skills\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Attend weekly live sessions with Maven instructors \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Get direct support and coaching to accelerate your career\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Access your own private learning community\"})})]}),/*#__PURE__*/e(\"p\",{children:\"You can hear directly from Chris RE: Cohort Learning...\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(n,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/DDzyuYPF56TuI0bfUu2z/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(r,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/fTjfo20qfQk?si=Tnv0th25C040tGXc\"})})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"br\",{}),\"Want to learn more? \"]}),/*#__PURE__*/t(\"p\",{children:[\"Check out the details here, where you can sign up for the next cohort: \",/*#__PURE__*/e(\"br\",{}),\" \",/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/cohort-learning\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"COHORT LEARNING\"})})]}),/*#__PURE__*/e(\"p\",{children:\"If you've got any questions about the program, feel free to drop us a line in the chat. \"}),/*#__PURE__*/e(\"p\",{children:\"Hope to see you in one of our next cohorts! \"})]});export const richText4=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"Earlier this year, Stack Overflow\u2019s annual developer survey was released with over 90,000 responses about which technologies developers are using, what they\u2019re most excited about, etc.\"}),/*#__PURE__*/e(\"p\",{children:\"I decided to dive a bit deeper into the top 10 programming languages that are currently used by developers today.\"}),/*#__PURE__*/e(\"img\",{alt:\"comparing popularity vs release year of programming languages\",className:\"framer-image\",src:\"https://framerusercontent.com/images/D4EgHJvoh5W0MZJtjhvtEdrje5M.png\",srcSet:\"https://framerusercontent.com/images/D4EgHJvoh5W0MZJtjhvtEdrje5M.png?scale-down-to=512 512w,https://framerusercontent.com/images/D4EgHJvoh5W0MZJtjhvtEdrje5M.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/D4EgHJvoh5W0MZJtjhvtEdrje5M.png 1346w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"h2\",{children:\"Most Popular: JavaScript, HTML/CSS and TypeScript\"}),/*#__PURE__*/e(\"p\",{children:\"The most popular languages are currently JavaScript and HTML/CSS, with TypeScript coming in at #5. These languages are mainly used for web development and were all introduced within the past 30 years. TypeScript, which enhances JavaScript development, is the newest player of the three and was created just over 10 years ago by Microsoft.\"}),/*#__PURE__*/e(\"h2\",{children:\"Most Versatile: Python\"}),/*#__PURE__*/e(\"p\",{children:\"The third most popular programming language at the moment is Python. Python is widely used by both beginners and experienced programmers. While its syntax is relatively straightforward, it can be quite powerful and handle large data sets and complex tasks.\"}),/*#__PURE__*/e(\"p\",{children:\"Another notable characteristic of Python is that it\u2019s used within a variety of domains, from data analysis to game development to web development.\"}),/*#__PURE__*/t(\"p\",{children:[\"Personally, as a data scientist, it\u2019s my favorite programming language (check out my recent \",/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/course/python-data-prep-eda\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Data Science in Python\"})}),\" course) and I think it\u2019s a great first programming language to learn.\"]}),/*#__PURE__*/e(\"h2\",{children:\"The Backbone: SQL\"}),/*#__PURE__*/e(\"p\",{children:\"One reason it\u2019s so surprising to see SQL in the top four is that it\u2019s on the older end \u2013 it was introduced to the world almost 50 years ago! That said, it\u2019s still going strong.\"}),/*#__PURE__*/e(\"p\",{children:\"SQL is the language used for working with relational databases, which is where companies typically store their data. That means that anyone who wants to access company data will likely need to write SQL code to do so, including:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Web developers who mainly code in HTML / CSS / JavaScript\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Software engineers who mainly code in Java\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Data scientists who mainly code in Python\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Along with their main programming languages, people in all these roles will also use SQL to work with structured data, which is why you see SQL as a part of so many tech stacks. \"}),/*#__PURE__*/e(\"h2\",{children:\"The Assistant: Shell\"}),/*#__PURE__*/e(\"p\",{children:\"The shell is a general term used to describe programs that provide a command line interface, including Bash, Zsh, PowerShell, etc. These scripting languages allow you to interact with a computer\u2019s operating system and perform tasks like automation, batch processing, interacting with version control systems like git, etc. \"}),/*#__PURE__*/e(\"h2\",{children:\"The Workhorses: Java, C#, C++ and C\"}),/*#__PURE__*/e(\"p\",{children:\"These general purpose programming languages round out the top 10. They\u2019re known for their versatility, performance, and wide range of applications. Most computer science majors will learn at least one of these in school. The programming languages were created from the 1970s to the 2000s, and continue to have relevance today in the ever-evolving landscape of software development.\"})]});export const richText5=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"OpenAI just announced the release of ChatGPT Enterprise, which is a game changer for organizations looking to adopt the use of LLMs.\"}),/*#__PURE__*/t(\"p\",{children:[\"At a high level, \",/*#__PURE__*/e(\"strong\",{children:\"ChatGPT Enterprise brings a host of helpful functionality and security features\"}),\" that make the use of LLMs much more appealing to organizations looking to leverage this powerful technology, while not risking the exposure of their proprietary business data to a third party. \"]}),/*#__PURE__*/e(\"p\",{children:\"Before we dive into details about the advantages of ChatGPT Enterprise for organizations, first, let\u2019s take a look at the opportunities LLMs like ChatGPT offer to businesses:\"}),/*#__PURE__*/e(\"h2\",{children:\"Employee Productivity:\"}),/*#__PURE__*/e(\"p\",{children:\"By now, many professionals are already incorporating ChatGPT into their daily work. It can help analysts write, debug, and learn how to code, give marketers a starting point for social media copy, and help sales teams perform research on a given company or industry.\"}),/*#__PURE__*/e(\"p\",{children:\"Employees can also use ChatGPT as a personal assistant, helping find the best flights for given dates, proofread emails, translate documents, and much more.\"}),/*#__PURE__*/e(\"p\",{children:\"Additionally, premium versions of ChatGPT can ingest datasets, perform analyses on them based on user questions, and even generate visualizations in a chat. For non-technical folks, this represents a massive opportunity to foster a data driven culture by democratizing the ability to analyze data. These tools aren\u2019t at the level of an experienced analyst yet, but they can certainly provide great insights for someone who has limited technical skills.\"}),/*#__PURE__*/e(\"p\",{children:\"For full transparency, I wrote all of the text of this article myself, but I asked ChatGPT to provide me with a bulleted list of tasks it can perform to help me make sure I wasn\u2019t missing anything (I was in fact missing a use case or two, but you\u2019d never know thanks to ChatGPT).\"}),/*#__PURE__*/e(\"p\",{children:\"In many respects, ChatGPT is a superpowered version of a search engine that reduces the need to hunt down information or find the right \u201Chow to\u201D article when employees need more knowledge to complete a task. It is an extremely valuable tool that can improve efficiency for just about any professional role.\"}),/*#__PURE__*/e(\"h2\",{children:\"Enterprise Level Initiatives:\"}),/*#__PURE__*/e(\"p\",{children:\"ChatGPT can also be tuned by developers to understand the context of your business. By providing ChatGPT with information, it can begin to \u201Clearn\u201D the context of your business, which can help you build a useful internal knowledge base that can be accessed by employees, serve as a chatbot for customer service inquiries, assist with legal and accounting processes, and a host of other applications.\"}),/*#__PURE__*/e(\"p\",{children:\"As of now, you might appreciate many of the use cases for ChatGPT, but still wonder if it\u2019s a good idea to expose your company\u2019s data to a third party service that is known for learning from every piece of information it gets its \u201Chands\u201D on. And that is an extremely valid concern if you\u2019re using consumer versions of the software\u2026 but with a big announcement on August 28th, OpenAI introduced ChatGPT Enterprise, which has been designed to address these concerns and provide premium features not found in consumer versions.\"}),/*#__PURE__*/e(\"h2\",{children:\"ChatGPT Enterprise vs. ChatGPT\"}),/*#__PURE__*/e(\"p\",{children:\"ChatGPT Enterprise provides several key features which will make the product much more appealing to organizations than its consumer offering. Here are a few highlights:\"}),/*#__PURE__*/e(\"h3\",{children:\"Security:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"ChatGPT will not train its models on your business data, and its models don\u2019t learn from any usage within the enterprise\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"You also fully own any custom models built on the platform, and they aren\u2019t shared with anywhere else.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Enterprise level SSO authentication and end to end encryption for chats\"})})]}),/*#__PURE__*/e(\"h3\",{children:\"Cost Management:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"The enterprise edition offers a flexible, usage based pricing model, with a significantly lower cost per use on average than the consumer edition\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"A usage analytics portal that provides ChatGPT usage at a user level\"})})]}),/*#__PURE__*/e(\"h3\",{children:\"Functionality:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Enterprise users get access to the latest and fastest versions of the model available, while consumers have longer waiting periods and premium pricing for more advanced models\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"4x longer inputs (i.e. length of text you can pass in)  into the model than consumers\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Shareable chat templates that can be used for collaboration across the organization\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Unlimited Advanced Data Analysis chats, which can be used by non-technical professionals to analyze excel files and other data formats\"})})]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"ChatGPT Enterprise was both an inevitable and necessary offering by OpenAI.\"}),\" While many organizations have already begun using its consumer edition, the added security features offered by the Enterprise version make it a no-brainer for organizations. I highly suggest taking a look at this offering, and if possible, get started by experimenting with the productivity use cases and advanced data analysis functionality.\"]}),/*#__PURE__*/e(\"p\",{children:\"If you have a solid developer team, custom tuning the model with business data can allow for some major cost savings. It can be trained to respond to basic customer inquiries, provide an interactive knowledge base about company policies and culture, and even help draft basic legal documents. The sky is truly the limit. \"}),/*#__PURE__*/t(\"p\",{children:[\"As a final note, it\u2019s worth addressing that \",/*#__PURE__*/e(\"strong\",{children:\"LLMs like ChatGPT are by no means perfect, but will continue to improve.\"}),\" For those looking to increase adoption of these tools on their team or organization, it\u2019s important  to make sure employees don\u2019t trust these tools blindly. But from my perspective, as long as we are keeping an eye on its outputs, the productivity benefits of these tools are immense. \"]}),/*#__PURE__*/e(\"h3\",{children:/*#__PURE__*/e(\"em\",{children:\"Looking to get started with ChatGPT?\"})}),/*#__PURE__*/t(\"p\",{children:[\"If you are interested in AI,  then \",/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/course/chatgpt-for-data-analytics\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Maven's Chat GPT course\"})}),\" is for you. You'll learn all about AI, LLMs, ChatGPT, prompt engineering, and work through examples of some of the most powerful and practical ChatGPT use cases.\"]})]});export const richText6=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"A great portfolio can be a valuable asset for differentiating your skills as an analyst. \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Your portfolio is a tangible way to demonstrate your abilities.\"}),\" From your approach to analysis, the range of tools you can work with, visualization skills and your overall ability to communicate using data \u2013 a great project portfolio can exemplify all these elements making it a powerful marketing tool.\"]}),/*#__PURE__*/t(\"p\",{children:[\"So when it comes to curating projects for your portfolio, you might wonder: \",/*#__PURE__*/e(\"em\",{children:\"which projects should I include?\"}),\" \"]}),/*#__PURE__*/e(\"p\",{children:\"One that you should consider is a PASSION PROJECT.\"}),/*#__PURE__*/e(\"h3\",{children:\"What is a passion project?\"}),/*#__PURE__*/e(\"p\",{children:\"A passion project is often centered around a topic that is interesting or important to you. Usually, it\u2019s something that you\u2019d enjoy spending some extra time digging into!\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Are you keen about cheese?\"}),\" Create a dashboard to help others find the highest rated cheese shops in your area! \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Do you love sports?\"}),\"Analyze the stats of your favorite teams or players in a head-to-head comparison!\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Have a personal goal to spend more time walking?\"}),\"Create a visualization to show how far you are walking each month!\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Concerned about the bee population in your area?\"}),\"Tally and visualize the pollinator flower beds in your neighborhood! \"]}),/*#__PURE__*/e(\"p\",{children:\"So, what are some of the advantages of including a passion project in your portfolio?\"}),/*#__PURE__*/t(\"p\",{children:[\"With collaboration from past \",/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/data-analyst-bootcamp\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Bootcampers\"})}),\", I've selected a project of my own as well as a few of their capstone projects to help illustrate some of the benefits!\"]}),/*#__PURE__*/e(\"h2\",{children:\"Advantage #1: Publicly Available or Personally Created Datasets.\"}),/*#__PURE__*/e(\"p\",{children:\"In my professional experiences, I worked almost exclusively with data sets that were confidential. This meant even with years of experience working with data, I had very little that I could share or show to demonstrate my skills.\"}),/*#__PURE__*/t(\"p\",{children:[\"With a passion project, you can \",/*#__PURE__*/e(\"strong\",{children:\"leverage publicly available datasets\"}),\" to create something you CAN share with a public audience. \"]}),/*#__PURE__*/t(\"p\",{children:[\"There are great resources available like Maven\u2019s \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/data-playground\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Data Playground\"})}),\" that have catalogs of data purpose built for this use. With these data sets, you can work at your own pace and in your own time to create a shareable project that demonstrates your abilities.\"]}),/*#__PURE__*/t(\"p\",{children:[\"Or, if you like a challenge (literally \uD83D\uDE42), you could \",/*#__PURE__*/e(\"strong\",{children:\"participate in a data challenge!\"}),\" \"]}),/*#__PURE__*/t(\"p\",{children:[\"During a \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/challenges\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"data challenge\"})}),\", you still work to create your own project, but you can leverage the opportunity that comes from working alongside an entire community that is participating on the same project at the same time.\"]}),/*#__PURE__*/e(\"img\",{alt:\"Stacy Giroux Lego Project\",className:\"framer-image\",src:\"https://framerusercontent.com/images/gVMmg3OEF2LiEKuQczoO67yk0.jpg\",srcSet:\"https://framerusercontent.com/images/gVMmg3OEF2LiEKuQczoO67yk0.jpg?scale-down-to=512 512w,https://framerusercontent.com/images/gVMmg3OEF2LiEKuQczoO67yk0.jpg?scale-down-to=1024 1024w,https://framerusercontent.com/images/gVMmg3OEF2LiEKuQczoO67yk0.jpg 1328w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[\"One other option you might consider is collecting/creating your own data set to analyze and visualize. I have visualized everything from the kms walked/run per month to \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/project/4698\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"my kids\u2019 toy collection\"})}),\" \",/*#__PURE__*/e(\"em\",{children:\"(shown above!)\"}),\".\"]}),/*#__PURE__*/e(\"h2\",{children:\"Advantage #2: Utilize Your Personal Domain Knowledge.\"}),/*#__PURE__*/e(\"p\",{children:\"Domain knowledge is something that can be (or at least feel like) a barrier when it comes to tackling a new analysis project. \"}),/*#__PURE__*/e(\"p\",{children:'There\\'s an emphasis on using \"real world\" projects in your portfolio, but, if you\u2019ve never worked in supply chain data or sales data, it can feel intimidating to know where to start. '}),/*#__PURE__*/t(\"p\",{children:[\"A great pivot might be to consider using data from a hobby or interest that you are passionate about. \",/*#__PURE__*/e(\"strong\",{children:\"Because a passion project is by definition focusing on something that you already know about, you\u2019re likely to come pre-loaded with domain knowledge!\"})]}),/*#__PURE__*/t(\"p\",{children:[\"  \",/*#__PURE__*/e(\"em\",{children:\"In this project, \"}),/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/project/6767\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:/*#__PURE__*/e(\"em\",{children:\"Jessica Mehrens\"})})}),/*#__PURE__*/e(\"em\",{children:\" thoughtfully examines the trends in the intake and outcomes for animals brought into the PAWsome Animal Shelter over the past 10-years, highlighting the variety of animals that the shelter serves and the circumstances that bring them into care.\"})]}),/*#__PURE__*/e(\"img\",{alt:\"Jessica Mehrens\",className:\"framer-image\",src:\"https://framerusercontent.com/images/mKyWQ0hGAeLXKX6RhCW1OyeLi0.png\",srcSet:\"https://framerusercontent.com/images/mKyWQ0hGAeLXKX6RhCW1OyeLi0.png?scale-down-to=512 512w,https://framerusercontent.com/images/mKyWQ0hGAeLXKX6RhCW1OyeLi0.png 911w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"With a passion project, your interest in the topic not only gives you a jumping-off point but can often translate into understanding what the audience would also be interested in, leaving you well-positioned to explore that data and formulate key analysis questions.\"}),/*#__PURE__*/e(\"h2\",{children:\"Advantage #3: Your Project Can be Understood By and Appeal To a Wider Audience.\"}),/*#__PURE__*/e(\"p\",{children:\"And if you\u2019re interested in a topic, there are likely many others outside the data community who share your interests, too! \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Choosing a topic that has a broad appeal means getting the chance to draw in individuals to look at it from a data lens.\"}),\" This might be a new opportunity for them and a fantastic way to showcase your communication skills.\"]}),/*#__PURE__*/e(\"p\",{children:\"This can be particularly useful in an interview setting where you may be asked to walk through an example of your work with individuals from a wide range of backgrounds and interest in data. \"}),/*#__PURE__*/t(\"p\",{children:[\"  \",/*#__PURE__*/e(\"em\",{children:\"In this project, \"}),/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/project/6756\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:/*#__PURE__*/e(\"em\",{children:\"Charlie Stein\"})})}),/*#__PURE__*/e(\"em\",{children:\" takes a look at the popular word game Wordle from a data lens, delving into which words have been the easiest versus hardest to solve plus the range of scores by players after ~7 million games played.\"})]}),/*#__PURE__*/e(\"img\",{alt:\"Charlie Stein\",className:\"framer-image\",src:\"https://framerusercontent.com/images/txlbyr6sHfpxYOQZCnBEQ12XY.png\",srcSet:\"https://framerusercontent.com/images/txlbyr6sHfpxYOQZCnBEQ12XY.png?scale-down-to=512 512w,https://framerusercontent.com/images/txlbyr6sHfpxYOQZCnBEQ12XY.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/txlbyr6sHfpxYOQZCnBEQ12XY.png 1600w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"Having a project with wide appeal and that does not require specific domain knowledge may allow your audience to focus on your presentations without getting bogged down or lost in details.\"}),/*#__PURE__*/e(\"h2\",{children:\"Advantage #4: Show your skills with some flair!\"}),/*#__PURE__*/t(\"p\",{children:[\"In a business environment, you may be guided by specific templates or style documents when it comes to creating the visual aspects of a project. But with a passion project, your \",/*#__PURE__*/e(\"strong\",{children:\"choices can be completely driven by the data, the topic and the audience.\"})]}),/*#__PURE__*/e(\"p\",{children:\"Leaning into a topic might mean selecting everything from the font to the color palette to evoke connection with the topic. Leaning into the data might also include purposefully selecting a color palette (such as sequential or diverging), to highlight a gradient across the data. \"}),/*#__PURE__*/t(\"p\",{children:[\"  \",/*#__PURE__*/e(\"em\",{children:\"In this project, \"}),/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/project/7244\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:/*#__PURE__*/e(\"em\",{children:\"Ashwini Shanbhogue\"})})}),/*#__PURE__*/e(\"em\",{children:\" draws attention to the impact of particulate matter on air quality across the US over the past 5-years by skillfully leveraging the available standardized color template as well as creating an accessible version to support viewers that may experience color vision deficiency.\"})]}),/*#__PURE__*/e(\"img\",{alt:\"Ashwini Shanbhogue\",className:\"framer-image\",src:\"https://framerusercontent.com/images/RtBBuPsexcQbzwq5ST3TB1BR4AE.png\",srcSet:\"https://framerusercontent.com/images/RtBBuPsexcQbzwq5ST3TB1BR4AE.png?scale-down-to=512 512w,https://framerusercontent.com/images/RtBBuPsexcQbzwq5ST3TB1BR4AE.png 850w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"By considering the audience you can demonstrate the importance of and your ability to create visuals that are accessible.\"}),/*#__PURE__*/e(\"h2\",{children:\"Final Thoughts...\"}),/*#__PURE__*/e(\"p\",{children:\"Putting together your data analyst portfolio can feel intimidating, but it doesn't have to be!\"}),/*#__PURE__*/t(\"p\",{children:[\"By including passion projects in your portfolio, you create an opportunity to \",/*#__PURE__*/e(\"strong\",{children:\"differentiate yourself from other applicants\"}),\" and empower yourself during the interview process.\"]}),/*#__PURE__*/e(\"p\",{children:\"So next time you feel like something is missing from your portfolio, consider incorporating a passion project!\"}),/*#__PURE__*/e(\"p\",{children:\"You might surprise yourself at the difference that it can make for your analysis.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"Be passionate. Seek mastery. Learn with humility.\"})}),/*#__PURE__*/e(\"p\",{children:\"-Stacy\"}),/*#__PURE__*/e(\"h3\",{children:/*#__PURE__*/e(\"em\",{children:\"Ready to build your own Data Analyst Portfolio?\"})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Check out \"}),/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/blog/building-a-strong-data-analyst-portfolio\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:/*#__PURE__*/e(\"em\",{children:\"this blog\"})})}),/*#__PURE__*/e(\"em\",{children:\" from Enrique to help you build a strong portfolio from the start, and head over to our \"}),/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/showcase\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:/*#__PURE__*/e(\"em\",{children:\"Data Analyst Showcase\"})})}),/*#__PURE__*/e(\"em\",{children:\". It's a free platform for you to host your entire portfolio, and it makes sharing it a breeze!\"})]})]});export const richText7=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/t(\"p\",{children:[\"In a constantly evolving landscape of cutting-edge tools and technologies, one thing remains crystal clear: \",/*#__PURE__*/e(\"strong\",{children:\"learning & development opportunities are critical to success.\"}),\" Need proof? Just ask the \",/*#__PURE__*/e(o,{href:\"https://www.forbes.com/sites/tracybrower/2022/11/06/70-arent-prepared-for-the-future-of-work-demands-for-upskilling-surge/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"87% of job seekers\"})}),\" who believe a strong development program is important or the \",/*#__PURE__*/e(o,{href:\"https://hbr.org/2019/02/making-learning-a-part-of-everyday-work\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"80% of CEOs\"})}),\" who state that their biggest business challenge is the need for new skills. It\u2019s obvious that providing these opportunities is essential. \"]}),/*#__PURE__*/t(\"p\",{children:[\"But hang on a minute, it\u2019s not just about any old learning and development; it\u2019s about unlocking access to the \",/*#__PURE__*/e(\"em\",{children:\"right\"}),\" learning and development. Astonishingly, \",/*#__PURE__*/e(o,{href:\"https://hbr.org/2019/10/where-companies-go-wrong-with-learning-and-development\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"70%\"})}),\" of employees report that they don\u2019t have mastery over the skills they need to do their jobs. And as if that wasn\u2019t jarring enough, only 12% state that they apply new skills learned in L&D programs to their jobs \u2013 12%!  \"]}),/*#__PURE__*/e(\"p\",{children:\"In order to close these gaps, it\u2019s clear that employers need to make learning and development  a priority, and that means it should be meaningful, personal, and accessible to their teams. \"}),/*#__PURE__*/e(\"p\",{children:\"This is where Maven Analytics comes into play. We\u2019re uniquely positioned to be able to share what works and what doesn\u2019t work when it comes to data analytics with our comprehensive L&D platform. We\u2019re excited to share our favorite tips and tricks that we\u2019ve learned on how to get your team to complete courses even with a buddy workday. \"}),/*#__PURE__*/e(\"h2\",{children:\"1. Make It Meaningful\"}),/*#__PURE__*/e(\"h3\",{children:\"Champion Learning\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Communicate the value of upskilling and reskilling to your team.\"}),\" It\u2019s important to convey to your team the benefits and importance of learning new skills. As the data analytics world continues to expand, it\u2019s even more necessary to make sure that your team recognizes the evolution of the tools they are using or have used, and how that evolution impacts their work. \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Align learning efforts with your team\u2019s goals and values.\"}),\" Make sure that what you\u2019re asking your team to learn is directly related to their objectives. Consider your team members\u2019 skill levels and what their day-to-day work involves. This also means considering how your organization is set-up. Do you have people who specialize in certain tools or are your data analysts generalists who need to know the basics of multiple tools?\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Encourage a growth mindset within your team.\"}),\" Encourage your team members to not only embrace challenges, but also learn from failures and be willing to approach an old task in a new way. By creating a culture of continuous learning and refinement, you empower your team to meet future challenges head-on, and foster innovation, growth, and success for the entire team.\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Make sure your team has the tools, software, time, and space needed to learn.\"}),\" A gap in resources, whether it\u2019s tangible, like access to computers or software, or intangible, like insufficient time, creates a barrier to learning. Removing those barriers creates time and space and helps your team engage in learning.\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Concrete steps:\"}),\" Book a conference room for an hour a few times a week to allow team members to come together and learn collaboratively. \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Be available to help.\"}),\" Offer help and guidance, clarify content, answer questions, and generally support your team. Remember that it\u2019s okay if you don\u2019t have all the answers, you just need to help and support your team. Being able to point a team member in the right direction is just as valuable. \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Concrete steps:\"}),\" Provide ongoing support via weekly Q&As, offers to connect with more knowledgeable members in your company, or a Slack channel dedicated to learning.\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Lead by example and don\u2019t fall for the old adage, \u201CDo as I say, not as I do.\u201D\"}),\" If you want your team to see learning as beneficial, show them! The team needs to see that you're promoting a learning environment because it's what you find valuable. \"]}),/*#__PURE__*/e(\"h3\",{children:\"Offer Personalized Learning Paths\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"L&D isn\u2019t one size fits all.\"}),\" Depending on skill level, department, and job duties, L&D may not look the same for everyone. Personalized learning can be more meaningful and impactful than standardized learning. At Maven Analytics, we offer personalized learning paths that allow team members to focus their efforts on skills and tools that matter to them and their position.\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Concrete steps:\"}),\" Use Maven Analytics\u2019 practice skills assessments to determine your team members\u2019 interests and strengths in the data analytics and business intelligence space and build out a personalized learning plan.\"]}),/*#__PURE__*/e(\"h3\",{children:\"Provide Feedback\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Effective feedback is crucial for your team\u2019s L&D growth and progress.\"}),\" Remember that L&D is an ongoing process and providing constructive (not critical) feedback to team members within your training program is a valuable way to support their professional growth and development. \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Concrete steps:\"}),\" Set clear and tangible goals, provide specific examples of what they\u2019re doing well and where improvements can be made, follow up regularly, encourage self-reflection, and consider each person\u2019s individual learning style. \"]}),/*#__PURE__*/e(\"h2\",{children:\"2. Make It Personal\"}),/*#__PURE__*/e(\"h3\",{children:\"Build Time Into Your Team\u2019s Schedules\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Emphasize the importance of learning by building it into the workday.\"}),\" One piece of feedback we consistently hear is that team members don\u2019t have time to engage in learning. By incorporating learning opportunities directly into the workday, you can create a culture of continuous learning and development within your team. Allocating this time allows employees to better manage their time and not feel guilty about dedicating a portion of their time to learning. It also means you\u2019re not asking employees to learn on their own time. \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Concrete steps:\"}),\" Make learning and upskilling a priority by building it into the calendar on a weekly or monthly basis. Set aside 1-2 hour blocks that are meant for learning. Consider making this an opportunity for your team to come together either virtually or in-person and engage in learning.\"]}),/*#__PURE__*/e(\"h3\",{children:\"Encourage L&D Initiatives\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Be open to hearing about L&D opportunities that your employees have found.\"}),\" When employees discover relevant learning opportunities on their own, it demonstrates a proactive approach to personal and professional growth, which in turn, increases engagement. \"]}),/*#__PURE__*/e(\"p\",{children:\"Team members who feel that their input is valuable can help promote an \u201Calways learning\u201D culture and motivate colleagues to do the same. Additionally, make sure you share your team\u2019s or company\u2019s overarching goals and strategies so employees know what types of L&D opportunities may be beneficial to the team. \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Concrete steps:\"}),\" Create a Slack channel, suggestion box, shared document, or email group dedicated to employee-driven L&D ideas. Regularly talk about L&D opportunities during team meetings and encourage your team members to discuss opportunities they\u2019ve found with you.\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"How we know it works:\"}),\" We ask our teams where they originally heard about Maven and often it\u2019s directly from team members. Having learning advocates on your team is a great way to increase engagement in L&D. Check out what Starlyn Danley from J.B. Hunt has to say about her experiences with Maven.\"]}),/*#__PURE__*/e(\"h3\",{children:\"Incorporate L&D Into Goal Setting\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"When L&D is linked to a team member\u2019s objectives and overall performance evaluation, it becomes a tool for both personal and professional growth.\"}),\" Setting specific, measurable learning goals gives employees clear expectations and a roadmap for their skill development. It also benefits the organization; defining specific objectives can help track an employee\u2019s progress over time, identify skill gaps, and where they excel. \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Concrete steps:\"}),\" Set SMART (specific, measurable, achievable, relevant, time-bound) learning objectives that are tailored to your team\u2019s goals and strategy, employee\u2019s role, interests, and areas for improvement. Regularly review these goals and update them as needed; it\u2019s a great weekly 1-1 topic. \"]}),/*#__PURE__*/e(\"h2\",{children:\"3. Make It Accessible\"}),/*#__PURE__*/e(\"h3\",{children:\"Use Microlearning Opportunities\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Microlearning is popular for a reason.\"}),\" Microlearning is short, \u201Cbite-sized\u201D content that can be consumed quickly and easily. That means that employees can fit learning into a busy schedule, during downtime, or even on a commute. Microlearning also often focuses on specific skills or techniques, which means employees can immediately apply what they\u2019ve learned to their own work. \"]}),/*#__PURE__*/e(\"h3\",{children:\"Employ On-Demand Training\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Always available learning opportunities can increase employee engagement, globally.\"}),\" On-demand training allows employees to access learning materials and courses at their own pace and convenience. They can choose when and where to engage with the content, making it easier to fit learning into a busy work week. This makes it easier for companies that have teams located throughout the world to ensure that employees receive the same level of training and knowledge, regardless of their physical location. \"]}),/*#__PURE__*/e(\"h3\",{children:\"Learn From Each Other\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Your employees are your greatest asset; use them!\"}),\" Create a collaborative and knowledge-sharing environment with your team or organization where employees can learn from each other in many different ways. Establishing a collaborative culture can help employees feel encouraged and supported to learn from one another. An additional benefit: a collaborative culture promotes a sense of camaraderie and builds stronger teams! \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Concrete steps:\"}),\" There are many ways to accomplish this! Here are just a few: initiate regular knowledge sharing sessions, establish a mentorship program, host \u201CLunch & Learn\u201D sessions, use a dedicated Slack channel to promote peer-to-peer learning, implement cross-team challenges and projects (you can use Maven\u2019s Data Playground as a jumping off point for challenges or contests!). \"]}),/*#__PURE__*/e(\"h3\",{children:\"Don\u2019t Gatekeep\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Gatekeeping refers to actions and policies that limit certain employees\u2019 access to L&D opportunities.\"}),\" Instead of limiting what certain employees\u2019 can access based on their title, department, manager, etc. create an environment where everyone has the same opportunities to participate in training programs, skills development, and learning initiatives. \"]}),/*#__PURE__*/e(\"p\",{children:\"If people show interest in learning a new skill that doesn\u2019t necessarily connect to their job, let them explore the skill. When employees are empowered to seek out and pursue learning opportunities based on their interests it ultimately creates a more engaged employee and team.\"}),/*#__PURE__*/e(\"h3\",{children:\"Offer Learning Incentives\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"People like rewards and recognition.\"}),\" Offering learning incentives to your employees can have several benefits for both the employee and the company like, increased engagement, higher job satisfaction, attraction and retention of employees, enhanced skills, future proofing your skillset, making your skill set more adaptable, increased productivity, and much more. \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Concrete steps:\"}),\" Celebrate milestones, issue performance-based awards, provide internal growth opportunities, and give out learning stipends.\"]}),/*#__PURE__*/e(\"h2\",{children:\"Final Thoughts\u2026\"}),/*#__PURE__*/e(\"img\",{alt:\"Peter Baeklund quote\",className:\"framer-image\",src:\"https://framerusercontent.com/images/Qo9Pdq8ygSZofDJUJWfv8M0CGik.jpg\",srcSet:\"https://framerusercontent.com/images/Qo9Pdq8ygSZofDJUJWfv8M0CGik.jpg?scale-down-to=512 512w,https://framerusercontent.com/images/Qo9Pdq8ygSZofDJUJWfv8M0CGik.jpg?scale-down-to=1024 1024w,https://framerusercontent.com/images/Qo9Pdq8ygSZofDJUJWfv8M0CGik.jpg 1080w\"}),/*#__PURE__*/e(\"p\",{children:\"I love this quote because it simply highlights the whole L&D challenge. Companies need to properly invest in their employees' learning and development and make sure they have professional growth opportunities. \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Without access to training and skill development, employees may feel stagnant in their roles, unable to reach their full potential, disconnected, or feel like they can do the bare minimum and just skate by.\"})}),/*#__PURE__*/e(\"p\",{children:\"Help your teams and employees realize their full potential, invest in them, and make L&D meaningful, important, and accessible in your teams and organization. \"})]});export const richText8=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"ChatGPT has become one of the fastest-growing products of all-time, and chances are people in your organization are already using it. \"}),/*#__PURE__*/t(\"p\",{children:[\"But are they using it \",/*#__PURE__*/e(\"em\",{children:\"the right way\"}),\"? \"]}),/*#__PURE__*/e(\"p\",{children:\"Are they setting you up for success? Or exposing you to unnecessary risks?\"}),/*#__PURE__*/e(\"h4\",{children:\"In this guide we're going to walk you through the pitfalls you need to be aware of to avoid liability and embarrassment. We'll also talk about some of the best use cases to help your organization perform more effectively when it comes to data analysis. \"}),/*#__PURE__*/e(\"p\",{children:\"First, if you think people in your organization aren't using chat-based large language model (LLM) tools like ChatGPT, think again. \"}),/*#__PURE__*/e(\"p\",{children:\"In late 2022, ChatGPT became the fastest ever product to reach 1 million users, in just 5 days: \"}),/*#__PURE__*/e(\"img\",{alt:\"\",className:\"framer-image\",height:\"600\",src:\"https://framerusercontent.com/images/MEzubRpDjcai6mMBQzdXGVdl90.jpg\",srcSet:\"https://framerusercontent.com/images/MEzubRpDjcai6mMBQzdXGVdl90.jpg?scale-down-to=512 512w,https://framerusercontent.com/images/MEzubRpDjcai6mMBQzdXGVdl90.jpg?scale-down-to=1024 1024w,https://framerusercontent.com/images/MEzubRpDjcai6mMBQzdXGVdl90.jpg 1200w\",style:{aspectRatio:\"1200 / 1200\"},width:\"600\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Source: company announcements via Business Insider/LinkedIn.\"}),\" \",/*#__PURE__*/e(\"br\",{}),/*#__PURE__*/e(\"em\",{children:\"Image credit: statista\"})]}),/*#__PURE__*/e(\"p\",{children:\"Since then, Google released Bard, their chat-based LLM tool, and the arms race is on. \"}),/*#__PURE__*/e(\"p\",{children:\"These tools are free, easy to use, and they can be powerful. \"}),/*#__PURE__*/e(\"p\",{children:\"So it's relatively safe to assume your competitors are using these AI tools, and your company's own employees likely are as well. \"}),/*#__PURE__*/e(\"p\",{children:\"If your organization is already using these tools, the first thing you want to think about is the risks being introduced and how you can mitigate them. \"}),/*#__PURE__*/e(\"p\",{children:\"There are two major landmines to avoid, and a few other more minor pitfalls you should keep in mind as well. Let's get into them: \"}),/*#__PURE__*/e(\"h3\",{children:\"Problems with LLM tools like ChatGPT and Google Bard\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"1) Your data isn't private.\"})}),/*#__PURE__*/e(\"p\",{children:\"This is probably the biggest issue. The tradeoff you have to consider when using free tools like ChatGPT and Google Bard is that any data you upload is leaving your hands. \"}),/*#__PURE__*/e(\"p\",{children:\"These tools are not private, and you should assume that anything you upload into them is being saved and could be accessed by the creators of the tools at any time. \"}),/*#__PURE__*/e(\"p\",{children:\"Are they manually digging through everyone's chats? Of course not. But it's not worth taking the risk that some of your sensitive information gets out because of improper use of these tools. \"}),/*#__PURE__*/e(\"p\",{children:\"You need to make sure that your organization knows not to upload any kind of sensitive information that might get you in trouble. \"}),/*#__PURE__*/e(\"p\",{children:\"You don't want anyone uploading personally identifiable customer information, giving away any information about your database schema, or sharing any other proprietary strategic knowledge. \"}),/*#__PURE__*/e(\"p\",{children:\"This might sound obvious, but it's still worth having the conversation with your team. \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:'2) LLM tools are known to \"hallucinate\".'}),\" \"]}),/*#__PURE__*/e(\"p\",{children:\"This is a nice way of saying they make things up... tell lies... fabricate information. \"}),/*#__PURE__*/e(\"p\",{children:\"In my opinion, this is by far the largest current limitation of these chat-based AI tools. Using them requires a good deal of fact checking and critical thinking skills. You can't trust what they tell you, at least not today. \"}),/*#__PURE__*/e(\"p\",{children:\"Again, even if this seems obvious to you, there might be someone on your team who doesn't understand this, and takes everything the LLM tools produce as gospel.\"}),/*#__PURE__*/e(\"p\",{children:\"It's worth having a conversation with them. \"}),/*#__PURE__*/e(\"p\",{children:\"If you're not careful, and rely on false information, your organization could end up embarrassed. Or worse, you could get into serious trouble, like the attorneys who used ChatGPT to prep their case, and cited fictitious cases in a court of law. You can see that full story below: \"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(n,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/DDzyuYPF56TuI0bfUu2z/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(r,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/oqSYljRYDEM\"})})}),/*#__PURE__*/e(\"p\",{children:\"Yikes... don't be like these folks, and don't let someone on your team become them either. Be smart about how you use ChatGPT and other LLM tools, and understand the risks and limitations. \"}),/*#__PURE__*/e(\"p\",{children:\"These first two are the biggest issues. If you take away nothing else from reading this, please remember these two pitfalls. \"}),/*#__PURE__*/e(\"p\",{children:\"Here are a few more minor issues to keep in mind RE: ChatGPT... \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"3) You might get an answer to your question, but it might not be the best answer.\"}),\" \",/*#__PURE__*/e(\"br\",{}),\" \"]}),/*#__PURE__*/e(\"p\",{children:\"You might get an answer that sounds legitimate, or maybe you generate some code that seems to run. But, it might not be the best way to solve the problem. \"}),/*#__PURE__*/e(\"p\",{children:\"So again, be skeptical, use the tools, but bring your own sense of judgment to the table and think critically. And make sure the folks on your team are thinking this way too. \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"4) Today's most prominent LLM tools are extremely broad.\"})}),/*#__PURE__*/e(\"p\",{children:\"This makes them universally interesting and potentially valuable to anyone on the planet. But the downside is they aren't specifically trained and tuned for most of the specific use cases that you might need help with. \"}),/*#__PURE__*/e(\"p\",{children:\"This will change over time, and we can expect to see more niche LLM tools emerge to tackle certain problems and do it better than these broader models that attempt to boil the ocean. \"}),/*#__PURE__*/e(\"p\",{children:\"We're already seeing this today, and it's a safe bet to think that tons of these niche players will emerge over the next 12 months. \"}),/*#__PURE__*/e(\"p\",{children:\"The key takeaway here is to keep your head up and watch for tools that might be custom-built for your use case in the future. \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"5) LLMs don't have common sense and lack basic human judgment\"})}),/*#__PURE__*/e(\"p\",{children:\"At least today, these models are trained using a vast dataset of information with varying degrees of accuracy and less quality control than would be ideal. \"}),/*#__PURE__*/e(\"p\",{children:\"Right now, the tools will answer your question, but they make no attempt to assess whether or not it's an objectively good answer. That's on you. \"}),/*#__PURE__*/e(\"p\",{children:\"Again, make sure your people know this, and are aware they need to bring their own critical thinking skills to the table if they want to effectively use these AI tools. \"}),/*#__PURE__*/e(\"h3\",{children:\"How to handle the problems with LLM tools\"}),/*#__PURE__*/e(\"p\",{children:\"In general, make sure you and your team know to be skeptical, bring your own judgment, and quickly learn which of your use cases tend to be good fits for AI and for which ones the tools aren't quite there yet. \"}),/*#__PURE__*/e(\"p\",{children:\"If you can keep the limitations in mind, be careful with sensitive information, and use AI tools where they are most effective, they can really help speed up certain aspects of your workflow. \"}),/*#__PURE__*/e(\"p\",{children:\"Also, keep in mind that these things are evolving rapidly. If you are using ChatGPT or another LLM chat tool a year or two from now, you may find some of the biggest problems have been solved. Consider this a moving target. \"}),/*#__PURE__*/e(\"h3\",{children:\"Best practices for using AI tools\"}),/*#__PURE__*/e(\"p\",{children:\"Throughout the rest of this writeup, we'll discuss best practices and specific use cases for our favorite domain area, data analytics. \"}),/*#__PURE__*/e(\"p\",{children:\"Note though that a lot of the tips, especially around prompt engineering, can be applied universally, not just to analytics. \"}),/*#__PURE__*/e(\"p\",{children:\"First, let's talk about Prompt Engineering; the practice of creating prompts that will generate effective and accurate responses. \"}),/*#__PURE__*/e(\"p\",{children:\"You can see some of our best practices noted below, which we'll elaborate on. \"}),/*#__PURE__*/e(\"img\",{alt:\"Prompt Engineering 101\",className:\"framer-image\",src:\"https://framerusercontent.com/images/gqVV58wrcFQmU2DpHn01rx1CI4.png\",srcSet:\"https://framerusercontent.com/images/gqVV58wrcFQmU2DpHn01rx1CI4.png?scale-down-to=512 512w,https://framerusercontent.com/images/gqVV58wrcFQmU2DpHn01rx1CI4.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/gqVV58wrcFQmU2DpHn01rx1CI4.png 1758w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"1. Be clear and specific.\"}),/*#__PURE__*/e(\"br\",{}),\" With more detailed information, the AI tools are better able to give you a response that will solve the problem you're tackling.\"]}),/*#__PURE__*/e(\"img\",{alt:\"ChatGPT Tip - Be Clear & Specific\",className:\"framer-image\",src:\"https://framerusercontent.com/images/IgcTRGWDemSfd6HZ2zc4xd81Bno.png\",srcSet:\"https://framerusercontent.com/images/IgcTRGWDemSfd6HZ2zc4xd81Bno.png?scale-down-to=512 512w,https://framerusercontent.com/images/IgcTRGWDemSfd6HZ2zc4xd81Bno.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/IgcTRGWDemSfd6HZ2zc4xd81Bno.png 1762w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"2. Provide context.\"}),/*#__PURE__*/e(\"br\",{}),\" By sharing information about your situation and the problem you are trying to solve, the AI will better understand your perspective and will tailor the response to your needs. \"]}),/*#__PURE__*/e(\"img\",{alt:\"ChatGPT Tip - Provide Context\",className:\"framer-image\",src:\"https://framerusercontent.com/images/yfN9KihGM6sEobCPDUCdKbq3PE.png\",srcSet:\"https://framerusercontent.com/images/yfN9KihGM6sEobCPDUCdKbq3PE.png?scale-down-to=512 512w,https://framerusercontent.com/images/yfN9KihGM6sEobCPDUCdKbq3PE.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/yfN9KihGM6sEobCPDUCdKbq3PE.png 1756w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"3. Establish roles.\"}),/*#__PURE__*/e(\"br\",{}),\" We like to tell the AI who they should impersonate, and who will be consuming their response. This helps them shape a response with appropriate detail. \"]}),/*#__PURE__*/e(\"img\",{alt:\"ChatGPT Tip - Establish Roles\",className:\"framer-image\",src:\"https://framerusercontent.com/images/lesHPKaNwKqTEI90paFet0Dac9o.png\",srcSet:\"https://framerusercontent.com/images/lesHPKaNwKqTEI90paFet0Dac9o.png?scale-down-to=512 512w,https://framerusercontent.com/images/lesHPKaNwKqTEI90paFet0Dac9o.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/lesHPKaNwKqTEI90paFet0Dac9o.png 1756w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"4. Set the tone.\"}),/*#__PURE__*/e(\"br\",{}),\" You can prescribe things like how formal, how technical, and how long you want the response. \"]}),/*#__PURE__*/e(\"img\",{alt:\"ChatGPT Tip - Set The Tone\",className:\"framer-image\",src:\"https://framerusercontent.com/images/4blBE1hgT2zVjtgJJJ8AlT1TgR8.png\",srcSet:\"https://framerusercontent.com/images/4blBE1hgT2zVjtgJJJ8AlT1TgR8.png?scale-down-to=512 512w,https://framerusercontent.com/images/4blBE1hgT2zVjtgJJJ8AlT1TgR8.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/4blBE1hgT2zVjtgJJJ8AlT1TgR8.png 1756w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"If you keep these four best practices in mind when writing your prompts, it will really go a long way. \"}),/*#__PURE__*/e(\"p\",{children:\"The only final thing we should add is that you shouldn't worry about getting it perfect. Aim for pretty good, review the result you are seeing, and then iterate if needed. \"}),/*#__PURE__*/e(\"p\",{children:\"Prompt engineering should be a task that a couple of minutes. Don't overthink it. \"}),/*#__PURE__*/e(\"p\",{children:\"Walk through these best practices with your team, and I bet they will thank you for it. \"}),/*#__PURE__*/e(\"h3\",{children:\"Best Analytics use cases for ChatGPT\"}),/*#__PURE__*/e(\"p\",{children:\"There are lots of great ways to use ChatGPT and other LLM tools to improve the analytics workflow. Here are some of our favorites: \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Troubleshooting or debugging your code\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Adding human readable comments to your code\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Generating code, queries, or formulas, from scratch! \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Performance optimizing code, queries, or formulas\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Providing data visualization tips\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Generating data samples\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Automating manual tasks\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Generating step-by-step tutorials\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Explaining a technical concept\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Like I said, there are lots more valuable use cases. These are the ones we're seeing come up the most. \"}),/*#__PURE__*/e(\"p\",{children:\"Next, we can get into some more concrete examples of how you can use ChatGPT for data analytics with tools like Excel, Sheets, SQL, Python, and Power BI. \"}),/*#__PURE__*/e(\"h3\",{children:\"Using ChatGPT with Excel\"}),/*#__PURE__*/e(\"p\",{children:\"In this example, you can see how ChatGPT can help you understand what's going on with a particular Excel function:\"}),/*#__PURE__*/e(\"img\",{alt:\"Explain Excel Formulas With ChatGPT\",className:\"framer-image\",src:\"https://framerusercontent.com/images/nS6afopAzcKdlb5opXRl7o1xL7A.png\",srcSet:\"https://framerusercontent.com/images/nS6afopAzcKdlb5opXRl7o1xL7A.png?scale-down-to=512 512w,https://framerusercontent.com/images/nS6afopAzcKdlb5opXRl7o1xL7A.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/nS6afopAzcKdlb5opXRl7o1xL7A.png 1744w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"Here are some other great ChatGPT use cases for Excel:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Explaining how an Excel formula works(pictured above)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Generating formulas from scratch (video below)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Creating DAX or M code\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Generating VBA scripts or automation \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Troubleshooting errors in formulas or code\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Data prep & exploratory data analysis\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Generating sample data\"})})]}),/*#__PURE__*/e(\"p\",{children:\"The video below gives a detailed walkthrough, where Chris shows us how you can create an Excel formula from scratch using ChatGPT: \"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(n,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/DDzyuYPF56TuI0bfUu2z/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(r,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/5Xyk1w6Yy6o\"})})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"br\",{}),/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})]}),/*#__PURE__*/e(\"h3\",{children:\"Using ChatGPT with Google Sheets\"}),/*#__PURE__*/e(\"p\",{children:\"In this example, similar to the Excel video example, Enrique shows us how to create Google Sheets formulas from scratch\"}),/*#__PURE__*/e(\"img\",{alt:\"Using ChatGPT to Generate A Google Sheets Formula\",className:\"framer-image\",src:\"https://framerusercontent.com/images/8HJKK3IPdrF3edETl13mWSdhZs.png\",srcSet:\"https://framerusercontent.com/images/8HJKK3IPdrF3edETl13mWSdhZs.png?scale-down-to=512 512w,https://framerusercontent.com/images/8HJKK3IPdrF3edETl13mWSdhZs.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/8HJKK3IPdrF3edETl13mWSdhZs.png 1756w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"Some of our other best ChatGPT use cases for Google Sheets include:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Generating formulas from scratch (pictured above)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Adapting Excel tools for Google Sheets (see video below)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Explaining formulas\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Troubleshooting errors \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Applying formatting\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Writing Regex patterns\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Coding apps scripts \"})})]}),/*#__PURE__*/e(\"p\",{children:\"The video below is pretty useful and one of our favorites. Enrique uses ChatGPT to adapt tools built in Excel to work in Google Sheets. \"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(n,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/DDzyuYPF56TuI0bfUu2z/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(r,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/_k80aQbQ4uM\"})})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"br\",{}),/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})]}),/*#__PURE__*/e(\"h3\",{children:\"Using ChatGPT with SQL\"}),/*#__PURE__*/e(\"p\",{children:\"Here's an example of using ChatGPT to debug errors in your SQL code: \"}),/*#__PURE__*/e(\"img\",{alt:\"Debug your SQL code with ChatGPT\",className:\"framer-image\",src:\"https://framerusercontent.com/images/mqU6S53B07vn8rGyahGHN9H9dQ.png\",srcSet:\"https://framerusercontent.com/images/mqU6S53B07vn8rGyahGHN9H9dQ.png?scale-down-to=512 512w,https://framerusercontent.com/images/mqU6S53B07vn8rGyahGHN9H9dQ.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/mqU6S53B07vn8rGyahGHN9H9dQ.png 1746w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"In general, I've found SQL use cases to be useful at times, but far from perfect. The solutions will get better, but for now, you really do need basic SQL skills to make tools like ChatGPT useful. With that caveat in mind, here are some decent use cases:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Debugging errors in your query (pictured above)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Comment SQL code (video below)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Explaining a SQL concept\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Describing what a SQL query is doing\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Generating SQL queries from scratch \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Performance optimizing your query\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Here's a video where I walk through using ChatGPT to add human readable comments (your coworkers will thank you for good comments):\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(n,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/DDzyuYPF56TuI0bfUu2z/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(r,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/qtmEYJbl4rk\"})})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"br\",{}),/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})]}),/*#__PURE__*/e(\"h3\",{children:\"Using ChatGPT with Python\"}),/*#__PURE__*/e(\"p\",{children:\"Here's an example generating Python code from scratch with ChatGPT:\"}),/*#__PURE__*/e(\"img\",{alt:\"ChatGPT Generates New Python Code\",className:\"framer-image\",src:\"https://framerusercontent.com/images/WSE59krcGkYGTJjuqRVvRitWD0.png\",srcSet:\"https://framerusercontent.com/images/WSE59krcGkYGTJjuqRVvRitWD0.png?scale-down-to=512 512w,https://framerusercontent.com/images/WSE59krcGkYGTJjuqRVvRitWD0.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/WSE59krcGkYGTJjuqRVvRitWD0.png 1754w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"Some of our favorite Python use cases include: \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Generating Python code from scratch (pictured above)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Creating data visualization code (video below)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Explaining Python code\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Troubleshooting errors in your code\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Performance-optimizing your code\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Researching libraries\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Web scraping\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Interpreting Machine Learning models\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Jupyter Notebooks plugin (requires a paid version of ChatGPT)\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Here's a video where Chris takes us through creating some data visualization code for Python using ChatGPT: \"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(n,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/DDzyuYPF56TuI0bfUu2z/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(r,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/u7D5QYHdHis\"})})}),/*#__PURE__*/e(\"h3\",{children:\"Using ChatGPT with Power BI\"}),/*#__PURE__*/e(\"p\",{children:\"Here's an example of using ChatGPT to understand how to make data connections using Power BI: \"}),/*#__PURE__*/e(\"p\",{children:\"Here's a list of some of our favorite Power BI use cases:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Connecting to data sources (shown above)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Creating DAX calculations (video below)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Understanding how to get started\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Explaining specific Power BI concepts\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Explaining what code is doing\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Generating measures\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Troubleshooting errors\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Creating visuals and dashboards\"})})]}),/*#__PURE__*/e(\"p\",{children:\"In the video below, Aaron walks us through using AI tools to create custom DAX measures for Power BI:\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(n,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/DDzyuYPF56TuI0bfUu2z/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(r,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/CdzSL_GAZrM\"})})}),/*#__PURE__*/e(\"h3\",{children:\"Learn More: Free Course - ChatGPT for Data Analytics\"}),/*#__PURE__*/e(\"p\",{children:\"If you enjoyed reading this one, and you think you or someone on your team might want to learn more, Maven Analytics just launched a brand new course: ChatGPT for Data Analytics.\"}),/*#__PURE__*/e(\"p\",{children:\"In the course, we introduce you to the world of deep learning and generative AI, explore the rapid rise of large language models like ChatGPT and Google Bard, and get you up and running with free tools that will take your skills to the next level.\"}),/*#__PURE__*/e(\"p\",{children:\"These are just some of the topics we\u2019ll be covering\u2026\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Why AI for Data Analytics?\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Intro to AI, LLM\u2019s, & ChatGPT\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Prompt Engineering\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"ChatGPT for Excel\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"ChatGPT for Google Sheets\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"ChatGPT for Power BI\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"ChatGPT for SQL\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"ChatGPT for Python\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"\u2026and more!\"})})]}),/*#__PURE__*/e(\"p\",{children:\"The course is beginner-friendly, and designed for anyone who wants to leverage modern technology to work more efficiently, and make smarter, data-driven decisions.\"}),/*#__PURE__*/e(\"p\",{children:\"We are offering this course for FREE. You do not need a paid account to access the material. Just get in there and start learning! \"}),/*#__PURE__*/t(\"p\",{children:[\"Course Details: \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/data-analyst-bootcamp\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"ChatGPT for Data Analysis\"})})]}),/*#__PURE__*/e(\"h3\",{children:\"Meet Maven for Business - Train Your Team\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/maven-for-business\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Maven For Business\"})}),\" is the fastest, most effective way to empower your team with expert-level data analytics skills.\"]}),/*#__PURE__*/e(\"p\",{children:\"For leaders, that means working with expert learning guides and modern, flexible tools to build the perfect plan for your team. Assess and index your teams\u2019 skills, discover self-paced courses to close the gaps, and create personalized paths to help employees learn at their own pace and develop the skills they need most.\"}),/*#__PURE__*/e(\"p\",{children:\"For employees, it means having a clear path to mastering tools like Excel, SQL, Power BI, Tableau and Python, and the skills to work smarter and deliver real business impact.\"}),/*#__PURE__*/e(\"p\",{children:\"Upskill faster with project-based courses and case studies, learn from top instructors and industry experts, and deliver results you can measure with real-time reporting and best-in-class progress tracking.\"}),/*#__PURE__*/e(\"p\",{children:\"Named by USA Today as one of the top 10 education companies revolutionizing the industry, Maven Analytics has helped more than 1,000,000 people around the world build world-class data literacy and analytics skills.\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(n,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/DDzyuYPF56TuI0bfUu2z/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(r,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/Rhm0MOri4pA\"})})}),/*#__PURE__*/e(\"p\",{children:\"Learn more about Maven for Business below: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/maven-for-business\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"LEARN MORE: Maven For Business\"})})})]});export const richText9=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"Beginner data analysts and data scientists often wonder how many and which tools they should learn to do data analysis.\"}),/*#__PURE__*/e(\"p\",{children:\"In my experience, choosing your tools for analysis is very similar to choosing your tools for painting. There are three approaches you can take:\"}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"One Tool to Rule Them All\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Four Tools (aka The Bob Ross Approach)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Specialized Tools for Specialized Projects\"})})]}),/*#__PURE__*/e(\"h2\",{children:\"1. One Tool to Rule Them All\"}),/*#__PURE__*/e(\"p\",{children:\"I have a few paintings hanging up at my house that I\u2019ve painted at my neighborhood art studio. The fact that they\u2019re hanging up means that I\u2019ve been pretty proud of the results! The number of brushes that I used? One mid-sized round brush.\"}),/*#__PURE__*/e(\"p\",{children:\"Professionally, I\u2019ve worked on a lot of data analysis projects throughout my 15-year data career. For roughly half of them, I\u2019ve used just one tool \u2014 Microsoft Excel.\"}),/*#__PURE__*/e(\"p\",{children:\"While one paint brush or one data tool may not seem like enough to do extensive painting or analysis, the reality is that sometimes you don\u2019t need all the bells and whistles. You just need to get the job done well, and that\u2019s what a tool like Excel can help you do.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:/*#__PURE__*/e(\"strong\",{children:\"If you\u2019re just starting out in data analytics, the one tool you should learn is Excel. It will allow you to manipulate, aggregate and visualize data to answer the majority of the data questions that you come across.\"})})}),/*#__PURE__*/e(\"h2\",{children:\"2. Four Tools (aka The Bob Ross Approach)\"}),/*#__PURE__*/e(\"p\",{children:\"Did you know that Bob Ross used just four tools \u2014 three paint brushes and a palette knife \u2014 to create the majority of the paintings on his show?\"}),/*#__PURE__*/e(\"p\",{children:\"Personally, there are four tools that I use for pretty much every data science project that I work on:\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"1. Excel:\"}),\" I usually start by importing my data into a spreadsheet and quickly viewing, filtering and sorting the data to come up with quick insights\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"2. SQL:\"}),\" If I need to gather more data that\u2019s sitting in a company\u2019s database, then I use SQL to query the database and extract the data that I need\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"3. Python:\"}),\" I use Python for several things:\"]}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"If I need to gather more data that\u2019s on a webpage or through an API, then I write a Python script to do so\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"If I need to clean or analyze millions of rows of data, then I use Python to automate the tasks\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"If I\u2019m applying any machine learning algorithms, then I\u2019ll use Python to do so\"})})]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"4. Data Viz Tool:\"}),\" Tableau is my interactive data visualization tool of choice, but there are many to choose from. I like to create visualizations not just at the end of my analysis, but also as I\u2019m exploring a data set to visually find trends and anomalies in the data\"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:/*#__PURE__*/e(\"strong\",{children:\"After a decade as a data scientist, this foundational tool set hasn\u2019t changed much and with the knowledge of these four tools, I feel empowered to tackle pretty much any analysis project.\"})})}),/*#__PURE__*/e(\"p\",{children:\"There are alternatives to each tool I\u2019ve mentioned, so I want to generalize the tool list as well:\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"1. Spreadsheet software:\"}),\" Excel is the most popular, but Google Sheets and others have similar functionality\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"2. Database language:\"}),\" SQL is the language you need to know to work with databases, and it comes in many flavors, such as MySQL and Oracle, as well as cloud-based options like Snowflake and BigQuery\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"3. General purpose programming language:\"}),\" a coding language that allows you to automate tasks, such as Python, Java and others\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"4. Machine learning tool:\"}),\" a tool that allows you to apply algorithms, such as Python and R (open source), or SAS and MATLAB (proprietary)\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"5. Data visualization tool:\"}),\" while some of these other tools have data viz capabilities, tools like Tableau and PowerBI allow you to easily create beautiful, interactive visualizations\"]}),/*#__PURE__*/e(\"p\",{children:\"With Excel to work with spreadsheets, SQL to work with databases, Python to both automate tasks and apply ML algorithms and a data viz tool to create interactive visualizations, you can create Bob Ross level masterpieces\u2026 with data. \uD83D\uDE09\"}),/*#__PURE__*/e(\"h2\",{children:\"3. Specialized Tools for Specialized Projects\"}),/*#__PURE__*/e(\"p\",{children:\"While for many paintings, you can just use a medium-sized round brush, imagine you\u2019re tasked with painting a fence or painting with watercolors. You would need to slightly modify your techniques and use more specialized tools.\"}),/*#__PURE__*/e(\"p\",{children:\"The same thing goes for data analysis. If you happen to be working with streaming data or data that\u2019s structured as a network instead of within tables, you would need more specialized tools. You may have to use Kafka to process streaming data or use a NoSQL database instead of SQL database to store non-relational data.\"}),/*#__PURE__*/t(\"p\",{children:[\"Often as a data professional, the number of tools and techniques that are introduced each year seems overwhelming. When looking at job descriptions, it feels like you have to be a pro at each tool listed. But the reality is that no one knows how to use every tool well \u2014 \",/*#__PURE__*/e(\"em\",{children:\"no one.\"})]}),/*#__PURE__*/e(\"p\",{children:\"Bob Ross was an expert oil painter, but probably not the best fence painter or water color painter. That said, because he had foundational painting skills and many years of experience, I\u2019m sure if he were tasked with painting a fence or creating some watercolor paintings, he would pick it up in no time.\"}),/*#__PURE__*/e(\"p\",{children:\"The same thing applies to data tools. While the number of tools and techniques is vast, if you have the foundational skills (Excel + SQL + Python + a data viz tool), you can confidently walk into a company and quickly get up to speed with whatever specialized data tools that they use.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:/*#__PURE__*/e(\"strong\",{children:\"The main takeaway is this \u2014 Don\u2019t feel like you need to learn all the specialized tools. You can quickly learn them on the job as long as you have the foundational data skills.\"})})}),/*#__PURE__*/t(\"p\",{children:[\"I really like the Bob Ross quote, \",/*#__PURE__*/e(\"em\",{children:\"\u201CAll you need to paint is a few tools, a little instruction, and a vision in your mind\u201D\"}),\". I think it applies to a lot of areas of life, including data analysis. 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