Data Analytics Projects - SQL, Excel, Tableau, Python & Power BI Interview Resources

🚀 𝗣𝗮𝘆 𝗔𝗳𝘁𝗲𝗿 𝗣𝗹𝗮𝗰𝗲𝗺𝗲𝗻𝘁 𝗖𝗼𝗱𝗶𝗻𝗴 𝗣𝗿𝗼𝗴𝗿𝗮𝗺! 😍 Get trained by real tech experts! 📊 Avg. ₹7.4 LPA 💰 🏆 ₹41 LPA Highest 👨‍🎓 BTech/BCA/BSc – You're Eligible 👥 2000+ Placed | 500+ Companies Hiring 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸:- https://pdlink.in/4hO7rWY 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀:- https://bit.ly/4g3kyT6 👉 Apply Today – Limited Seats Left!

𝟰 𝗙𝗥𝗘𝗘 𝗧𝗲𝗰𝗵 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝗳𝗿𝗼𝗺 𝗠𝗜𝗧, 𝗛𝗮𝗿𝘃𝗮𝗿𝗱, 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 & 𝗦𝘁𝗮𝗻𝗳𝗼𝗿𝗱 𝘁𝗼 𝗟𝗮𝘂𝗻𝗰𝗵 𝗬𝗼𝘂𝗿 𝗖𝗮𝗿𝗲𝗲𝗿 𝗶𝗻 𝟮𝟬𝟮𝟱😍 Want to Break into Tech with Confidence?🔥 Whether you’re a beginner, a student, or preparing for interviews, these 4 FREE courses from world-class institutions will give you the foundation you need🚀🎯 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/3HaKijZ Best For: Beginners and data enthusiasts who want to work with databases✅️

Guys, Big Announcement! We’ve officially hit 2 MILLION followers — and it’s time to take our Python journey to the next level! I’m super excited to launch the 30-Day Python Coding Challenge — perfect for absolute beginners, interview prep, or anyone wanting to build real projects from scratch. This challenge is your daily dose of Python — bite-sized lessons with hands-on projects so you actually code every day and level up fast. Here’s what you’ll learn over the next 30 days: Week 1: Python Fundamentals - Variables & Data Types (Build your own bio/profile script) - Operators (Mini calculator to sharpen math skills) - Strings & String Methods (Word counter & palindrome checker) - Lists & Tuples (Manage a grocery list like a pro) - Dictionaries & Sets (Create your own contact book) - Conditionals (Make a guess-the-number game) - Loops (Multiplication tables & pattern printing) Week 2: Functions & Logic — Make Your Code Smarter - Functions (Prime number checker) - Function Arguments (Tip calculator with custom tips) - Recursion Basics (Factorials & Fibonacci series) - Lambda, map & filter (Process lists efficiently) - List Comprehensions (Filter odd/even numbers easily) - Error Handling (Build a safe input reader) - Review + Mini Project (Command-line to-do list) Week 3: Files, Modules & OOP - Reading & Writing Files (Save and load notes) - Custom Modules (Create your own utility math module) - Classes & Objects (Student grade tracker) - Inheritance & OOP (RPG character system) - Dunder Methods (Build a custom string class) - OOP Mini Project (Simple bank account system) - Review & Practice (Quiz app using OOP concepts) Week 4: Real-World Python & APIs — Build Cool Apps - JSON & APIs (Fetch weather data) - Web Scraping (Extract titles from HTML) - Regular Expressions (Find emails & phone numbers) - Tkinter GUI (Create a simple counter app) - CLI Tools (Command-line calculator with argparse) - Automation (File organizer script) - Final Project (Choose, build, and polish your app!) React with ❤️ if you're ready for this new journey You can join our WhatsApp channel to access it for free: https://whatsapp.com/channel/0029VaiM08SDuMRaGKd9Wv0L/1661

𝟯 𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿-𝗙𝗿𝗶𝗲𝗻𝗱𝗹𝘆 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 𝘁𝗼 𝗕𝘂𝗶𝗹𝗱 𝗬𝗼𝘂𝗿 𝗣𝗼𝗿𝘁𝗳𝗼𝗹𝗶𝗼 𝗶𝗻 𝟮𝟬𝟮𝟱😍 👩‍💻 Want to Break into Data Science but Don’t Know Where to Start?🚀 The best way to begin your data science journey is with hands-on projects using real-world datasets.👨‍💻📌 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/44LoViW Enjoy Learning ✅️

📊 Power BI / Tableau Dashboard Inspiration 🚀 Want to Build Stunning Dashboards? Try This! Creating an interactive and insightful dashboard is a key skill for any Data Analyst. Here’s a simple Power BI / Tableau dashboard idea to practice! 📝 Project Idea: Sales Performance Dashboard 📌 Dataset: Use free datasets from Kaggle or Sample Superstore (Tableau) 📌 Key Visuals to Include: ✅ Total Sales, Profit, and Orders (KPI Cards) ✅ Sales Trend Over Time (Line Chart) ✅ Top 5 Best-Selling Products (Bar Chart) ✅ Sales by Region & Category (Map & Pie Chart) ✅ Customer Segmentation (Filters & Slicers) 💡 Pro Tips: 🔹 Use conditional formatting to highlight trends 📊 🔹 Add slicers to make the dashboard interactive 🔍 🔹 Keep colors consistent for better readability 🎨 📌 Bonus Challenge: Can you create a drill-through feature to view details by region? Join @dataportfolio to find free data analytics projects Like this post for more content like this ♥️ Share with credits: https://t.me/sqlspecialist Hope it helps :)

🚀 𝗙𝗥𝗘𝗘 𝗢𝗳𝗳𝗹𝗶𝗻𝗲 𝗗𝗲𝗺𝗼 𝗖𝗹𝗮𝘀𝘀 – 𝗛𝘆𝗱𝗲𝗿𝗮𝗯𝗮𝗱 & 𝗣𝘂𝗻𝗲!😍 Kickstart your tech career with top-tier coding training led by IIT & MNC experts. ✨ 𝗪𝗵𝘆 𝗔𝘁𝘁𝗲𝗻𝗱? - Hands-on coding practice - Expert mentorship & placement support - 60+ hiring drives every month 📍 𝗥𝗲𝘀𝗲𝗿𝘃𝗲 𝗬𝗼𝘂𝗿 𝗙𝗥𝗘𝗘 𝗦𝗲𝗮𝘁 𝗡𝗼𝘄👇:- 🔹 Hyderabad:- https://pdlink.in/4cJUWtx 🔹 Pune:- https://pdlink.in/3YA32zi 🎯 Limited slots – Book now and code your way to a top MNC job!

𝟯 𝗙𝗿𝗲𝗲 𝗧𝗖𝗦 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝗘𝘃𝗲𝗿𝘆 𝗙𝗿𝗲𝘀𝗵𝗲𝗿 𝗦𝗵𝗼𝘂𝗹𝗱 𝗧𝗮𝗸𝗲 𝗶𝗻 𝟮𝟬𝟮𝟱😍 👩‍🎓Just Graduated or Job Hunting?📌 If you’re a fresher aiming to kickstart your career in 2025, these 3 free TCS courses are a must!🎯🎊 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/4mr0aPm Each course also comes with a free certificate✅️

𝗠𝗲𝗴𝗮 𝗜𝗻𝘁𝗲𝗿𝗻𝘀𝗵𝗶𝗽𝘀 + 𝗣𝗿𝗲-𝗣𝗹𝗮𝗰𝗲𝗺𝗲𝗻𝘁 𝗢𝗳𝗳𝗲𝗿 - 𝗪𝗮𝗹𝗸𝗜𝗻 𝗛𝗶𝗿𝗶𝗻𝗴 𝗗𝗿𝗶𝘃𝗲😍 💼 Roles: AI/ML Intern, Backend Intern,& Frontend Intern  📍 Location: Hyderabad ,Pune  💰 Stipend: ₹20K – ₹25K (for 3 months)  🎯 CTC (Post Internship): ₹4.5 LPA – ₹6 LPA 🔹 Frontend Intern:- https://pdlink.in/4kvxN0L 🔹 Backend Intern:-  https://pdlink.in/4k3A0jX 🔹 AI/ML Intern :- https://pdlink.in/3YYGM27 🎟️ Limited slots available – Apply Now

𝐏𝐚𝐲 𝐀𝐟𝐭𝐞𝐫 𝐏𝐥𝐚𝐜𝐞𝐦𝐞𝐧𝐭 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐏𝐫𝐨𝐠𝐫𝐚𝐦😍 Learn Full Stack Development & Data Analytics from IIT Alumni & Top Tech Experts. 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀:- 60+ Hiring Drives Every Month 🌟 Trusted by 7500+ Students 🤝 500+ Hiring Partners 💼 Avg. Package: ₹7.2 LPA | Highest: ₹41 LPA Eligibility: BTech / BCA / BSc / MCA / MSc 𝐑𝐞𝐠𝐢𝐬𝐭𝐞𝐫 𝐍𝐨𝐰 👇:-  𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 :- https://pdlink.in/4hO7rWY 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀:- https://bit.ly/4g3kyT6 Hurry, limited seats available!. 🏃‍♀️

Please go through this top 10 SQL projects with Datasets that you can practice and can add in your resume 📌1. Social Media Analytics: (https://www.kaggle.com/amanajmera1/framingham-heart-study-dataset) 🚀2. Web Analytics: (https://www.kaggle.com/zynicide/wine-reviews) 📌3. HR Analytics: (https://www.kaggle.com/pavansubhasht/ibm-hr-analytics- attrition-dataset) 🚀4. Healthcare Data Analysis: (https://www.kaggle.com/cdc/mortality) 📌5. E-commerce Analysis: (https://www.kaggle.com/olistbr/brazilian-ecommerce) 🚀6. Inventory Management: (https://www.kaggle.com/datasets? search=inventory+management) 📌 7.Customer Relationship Management: (https://www.kaggle.com/pankajjsh06/ibm-watson- marketing-customer-value-data) 🚀8. Financial Data Analysis: (https://www.kaggle.com/awaiskalia/banking-database) 📌9. Supply Chain Management: (https://www.kaggle.com/shashwatwork/procurement-analytics) 🚀10. Analysis of Sales Data: (https://www.kaggle.com/kyanyoga/sample-sales-data) Small suggestion from my side for non tech students: kindly pick those datasets which you like the subject in general, that way you will be more excited to practice it, instead of just doing it for the sake of resume, you will learn SQL more passionately, since it’s a programming language try to make it more exciting for yourself. Join for more: https://t.me/DataPortfolio Hope this piece of information helps you

𝗙𝗿𝗲𝗲 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝘁𝗼 𝗞𝗶𝗰𝗸𝘀𝘁𝗮𝗿𝘁 𝗬𝗼𝘂𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗝𝗼𝘂𝗿𝗻𝗲𝘆 𝗶𝗻 𝟮𝟬𝟮𝟱😍 Ready to upskill in data science for free?🚀 Here are 3 amazing courses to build a strong foundation in Exploratory Data Analysis, SQL, and Python👨‍💻📌 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/43GspSO Take the first step towards your dream career!✅️

𝟱 𝗙𝗿𝗲𝗲 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝘁𝗼 𝗞𝗶𝗰𝗸𝘀𝘁𝗮𝗿𝘁 𝗬𝗼𝘂𝗿 𝗖𝗮𝗿𝗲𝗲𝗿 𝗶𝗻 𝟮𝟬𝟮𝟱 (𝗪𝗶𝘁𝗵 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗲𝘀!)😍 Start Here — With Zero Cost and Maximum Value!💰📌 If you’re aiming for a career in data analytics, now is the perfect time to get started🚀 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/3Fq7E4p A great starting point if you’re brand new to the field✅️

𝟯 𝗙𝗿𝗲𝗲 𝗢𝗿𝗮𝗰𝗹𝗲 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 𝘁𝗼 𝗙𝘂𝘁𝘂𝗿𝗲-𝗣𝗿𝗼𝗼𝗳 𝗬𝗼𝘂𝗿 𝗧𝗲𝗰𝗵 𝗖𝗮𝗿𝗲𝗲𝗿 𝗶𝗻 𝟮𝟬𝟮𝟱😍 Oracle, one of the world’s most trusted tech giants, offers free training and globally recognized certifications to help you build expertise in cloud computing, Java, and enterprise applications.👨‍🎓📌 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/3GZZUXi All at zero cost!🎊✅️

𝟲 𝗙𝗥𝗘𝗘 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝘁𝗼 𝗠𝗮𝘀𝘁𝗲𝗿 𝗣𝘆𝘁𝗵𝗼𝗻, 𝗦𝗤𝗟 & 𝗠𝗟 𝗶𝗻 𝟮𝟬𝟮𝟱😍 Looking to break into data analytics, data science, or machine learning this year?💻 These 6 free online courses from world-class universities and tech giants like Harvard, Stanford, MIT, Google, and IBM will help you build a job-ready skillset👨‍💻📌 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/4ksUTFi Enjoy Learning ✅️

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𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗙𝗥𝗘𝗘 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 😍 Learn directly from industry leaders at Microsoft and LinkedIn Learning and gain in-demand skills to elevate your career 📈 Don’t miss this chance to build your skills, earn certifications, and get job-ready—all for free. 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/41ODJMi Enroll for FREE & Get Certified 🎓

𝗪𝗮𝗻𝘁 𝘁𝗼 𝗕𝗼𝗼𝘀𝘁 𝗬𝗼𝘂𝗿 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗦𝗸𝗶𝗹𝗹𝘀 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘?😍 YouTube has your back! Here’s a full learning path to take your analytics game from beginner to confident analyst — all through real-world examples and expert walkthroughs💡 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/42UO2OZ Save this post and start learning step by step!✅️

𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗝𝗼𝗯𝘀 𝗜𝗻 𝗧𝗼𝗽 𝗠𝗡𝗖𝘀|𝗔𝗽𝗽𝗹𝘆 𝗡𝗼𝘄 😍 𝗔𝗽𝗽𝗹𝘆 𝗟𝗶𝗻𝗸𝘀:-👇 Optum:- https://pdlink.in/4dmh6lR eBay:- https://pdlink.in/43l3SkM Ford:- https://pdlink.in/3YOfUSm Walmart:- https://pdlink.in/3H0fORx Clarivate:- https://pdlink.in/3SDwdxQ Yash:- https://pdlink.in/4j6mScw Apply before the link expires 💫

𝟰 𝗙𝗿𝗲𝗲 𝗠𝗜𝗧 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝗧𝗵𝗮𝘁 𝗪𝗶𝗹𝗹 𝗜𝗻𝘀𝘁𝗮𝗻𝘁𝗹𝘆 𝗕𝗼𝗼𝘀𝘁 𝗬𝗼𝘂𝗿 𝗥𝗲𝘀𝘂𝗺𝗲😍 You don’t need an Ivy League budget to learn from the best🚀 Thanks to MIT OpenCourseWare, you can now access world-class data science education for free🎊📌 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/4kmYOn1 Enjoy Learning ✅️