Kickstart your data analytics career and stand out to recruiters by completing real Kaggle projects that showcase your practical skills! These 5 beginner-friendly projects cover high-impact domains like fraud detection, customer segmentation, ride data analysis, and sentiment analytics. Every dataset is free and comes with vibrant Kaggle notebook communities, so you’ll learn as you build.
Top 5 Kaggle Projects to Build Your Portfolio
- Credit Fraud Detection
Analyze real transactions and build machine learning models to detect fraudulent activity.
Explore Project - Uber Rides Data Analysis
Visualize and extract city-wide insights from millions of Uber pickups in NYC — great for practicing EDA and basic mapping.
Explore Project - Customer Segmentation
Learn cluster analysis to group customers based on buying behavior — a key technique in business analytics.
Explore Project - Sentiment Analysis (Amazon Reviews)
Build a simple NLP model to analyze and classify the sentiment of product reviews.
Explore Project - Yelp Review Analysis
Apply data mining and NLP skills to uncover trends and insights in Yelp’s vast review dataset.
Explore Project
Why These Projects Rock
- Resume Ready: Each project solves a real, relevant business or tech problem.
- Community Support: Kaggle includes public notebooks you can study and remix.
- No Barriers: All datasets are free. Just fork, analyze, and share your work on GitHub or LinkedIn.
- Versatile Portfolio: Show expertise in finance, transportation, e-commerce, and customer analytics.
Pro Tips
- Pick one project, follow public notebooks, and add your own visualizations and insights.
- Write a short project summary with your approach and results — recruiters love context!
- Post your finished project to GitHub with a brief readme for extra visibility.
- Don’t just copy! Experiment, tweak, and document what you learned.
- Try to complete 2–3 of these projects before applying to internships or jobs.
Also Checkout
- 5 Free Beginner-Friendly Courses to Launch Your Data Analytics Journey in 2025
- Master AI Agents with n8n.io — 5 Video Tutorials (No Code, All Impact!)
- Kickstart Your Data Science Journey for Free with Microsoft — Power BI, Azure & Analytics in 2025
- Stop struggling with generic resumes and start creating ATS-friendly resumes that stand out! ✨
- Free Top University Business Courses — Learn Data Science, Finance, and Advanced SQL
- 5 Videos Every College Student Needs for Success — Master Communication, Time, Leadership & More
- Unlock Free Education from Top Universities — OpenCulture’s Best Online Course Library
- Boost Your Data Analytics and AI Skills for FREE — Excel & Generative AI Studio from Simplilearn
- 5 Career-Boosting Skills for the Next Decade — Master Sales, Communication, Money, AI, & Personal Branding
- Master Prompt Engineering for FREE — The World’s Go-To Guide to AI Communication
- Get Microsoft Certified for FREE — AI, Cloud, Programming & More
- Start Your Data Science Career for FREE with IBM SkillsBuild — Master Python, ML & Visualization in 2025
- YouTube Channels That Teach More Than College — Ultimate Guide for Modern Learners (2025)
- Master SQL for Interviews & Real Projects with LeetCode’s Ultimate Database Problem Set
- Master Backend Development for Free: Microsoft’s Node.js Beginner Series You Can’t Miss!
- Level Up Your Tech Skills for FREE with Cisco — AI, Python, JavaScript & Cybersecurity Essentials!
- SQL Zero to Hero in 30 Days — Your Complete Roadmap to Real-World Skills (2025)
- The Ultimate Beginner’s Guide: Learn Python from Scratch
- The Best Free YouTube Videos for Data Analytics — Learn Power BI, SQL, Python, and ML
- Step-by-Step FREE Resources to Go from Beginner to Job-Ready Developer
- 6 Must-Have Real-World Datasets for Projects
- 15 Advanced Power BI Interview Questions That Prove You’re Job-Ready in 2025
- Get Free Cisco Certifications in Data Science, Cybersecurity & Analytics — Upgrade Your Tech Career Now!
- Supercharge Your Tech Career with Free Microsoft Courses in AI, Data Analytics, and Python (2025)
- The Ultimate Free Tech Degree: Top YouTube Playlists to Master Programming, CS & More
- Start Your Web Development Journey for Free — 4 Best Beginner Resources in 2025
- 4 Free Data Analyst Certifications from Top Global Companies to Boost Your Resume in 2025
- Learn Microsoft-Certified Data Skills for FREE in 2025 — Boost Your Career with Official Certificates!
- Unlock Career-Boosting Skills with Free Virtual Internship Programs from Top Firms
- Level Up Your AI Skills with Free NVIDIA-Certified Courses — Get Hands-On and Certified!
- Top Business & Finance Documentaries You Must Watch
- Boost Your Java + Spring Boot Skills With These 3 Real-World Projects
- Master Data Science for FREE with Google Kaggle — Step-by-Step Guide + Certificates!
- Paid Internships & Apprenticeships in India: Your Guide to Get Started
- Bounce Back Strong: Top Women’s Returnship Programs to Relaunch Your Career in 2025
- 5 Data Analysis Projects Using Python to Boost Your Resume
- MIT’s Free Data Science Courses Are a Game-Changer (With Real MIT Certificates!)
- Data Analyst Interview Cheat Sheet: Confidently Answer SQL, Python & Power BI Questions in 2025
- 6 TED Talks That Will Transform Your Public Speaking: Build Confidence, Influence & Authentic Presence in 2025
- 5 Tech Fields Shaping the Future — Learn AI, Blockchain, Cloud, DevOps & Full Stack Development Free in 2025
- Supercharge Your Skills for Free with TCS iON Career Creator: Tech, Management, and Professional Courses for 2025
- Kickstart Your Data Analytics Career for Free with Google’s Top Certification Courses (2025 Edition)
- Level Up Your Career with Free Courses in FinTech, Consulting, and Excel: Practical Skills to Get Ahead in 2025
- Crack Your Aptitude Round: Best Free YouTube Channels for Consistent Practice in 2025
- The Best YouTube Channels to Learn ML Without Feeling Overwhelmed
- Learn AI, ML & Data Science for Free with Harvard’s Limited-Time Courses — Enroll Before December 2025!
- Master SQL for Data Analytics for Free: Interactive Oracle Dev Gym Exercises to Jumpstart Your Career in 2025
- Boost Your Data Analytics Skills with Free Hands-On Projects: Build an Impressive Portfolio for 2025
- Master Excel for Data Analytics for Free: Top Courses for Beginners & Professionals in 2025
- Build Real Generative AI Projects in 2025 to Boost Your Tech Career
- Learn Programming by Building Real Projects: The Ultimate Free GitHub Resource for 2025
- Launch Your Tech Career with MIT’s Free Computer Science Courses: Beginner to Advanced Foundations for 2025
- Master Power BI Interview Questions in 2025: From Basics to Advanced Topics for Data Analytics Success
- Ace Your Next Data Analytics Interview in 2025: The Complete Syllabus & Practical Guide
- Unlock Python: The Best Free Resources to Learn Programming, Data Analysis & Machine Learning in 2025
- Master Data Analytics for Free: Top YouTube Channels to Learn SQL, Excel, Power BI, Python & Math in 2025
- Maximize Your Data Analytics Impact: 4 Free Power BI & Excel Modules to Build, Share, and Collaborate Effectively
- Become an AI & Machine Learning Pro: 6 Free AWS Courses to Level Up Your Cloud, ML, and Analytics Skills in 2025
- Start Building Mobile Apps for Free: 4 Top YouTube Channels to Kickstart Your Journey
- 4 Free Online Courses in AI, Management, Data Engineering & DevOps
- Earn Microsoft Professional Certificates in Data Analytics, IT Support & UX Design
- Learn Full-Stack Development for Free: Start Your Coding Career with App Academy Open in 2025
- Future-Proof Your Career in 2025: 5 Free IBM Courses to Master AI, Cloud, Chatbots, Big Data & Blockchain
- Crack Your Web Development Interview: Essential Q&As, Must-Know Concepts & Real-World Skills for Freshers in 2025
- Crack Your Next C++ Interview: The Ultimate Guide to Essential Concepts, Advanced Techniques, and Expert Q&A
- 5 Real-World Power BI Projects to Build Hands-On Dashboards & Impress Recruiters
- Start Your Data Analytics Career for Free
- Unlock Free Tech Skills: Microsoft’s No-Cost Courses with Certifications in Python, AI, Cloud & More
- Master Python and Data Structures & Algorithms (DSA) in 60 Days
- Master Power BI Interview Success: The Ultimate Guide to Real-World Skills, DAX Mastery, and Dashboard Design
- Unleash Your Python Potential: 5 GitHub Repositories That Will Skyrocket Your Coding Skills and Portfolio in 2025
- 3 Beginner ML Projects — Build Skills & Portfolio Fast!
- Master Python for Free in 2025: 3 Top Courses from Beginner to Advanced
- Microsoft’s Free Ticket to Learn Anything in 2025 — Cloud, AI, Data, Programming & More!
- Maybe Computer Science Isn’t for Me? Think Again! | Free Playlists to Build Real CS Skills
- 8 Must-Follow YouTube Channels for Free Data Analysis Learning — Excel, SQL, Power BI, Tableau & More
- Kickstart Your Data Analytics Career for Free: 3 Top Courses from Cisco, Google, and Microsoft
- 5 Must-Watch Videos to Understand AI, Machine Learning & Generative AI
- Level-Up Your Analytics Career with 6 Free Tutorial Videos — Build Your Portfolio Fast!
- Free World-Class Resources to Master SQL, Power BI, Excel & Data Science — Start Today!
- Must-Do Tech Courses for 2025: Python, AWS Cloud, AI, Cybersecurity & Machine Learning
- Explore Top Free MIT Courses in 2025 — From Python Programming to Modern Finance & Biology
- Ultimate List of Websites Every Programmer Should Visit — Level Up Your Coding Skills in 2025!
- Get Free Microsoft & LinkedIn Professional Certificates for Career Growth in 2025
- Break Into Data Analytics with IBM — 6 Free Certificate Courses to Launch Your Career
- Boost Your Data Analytics Portfolio — 4 Real End-to-End Projects to Impress Employers
- Ace Your Coding Interview: 20 Frequently Asked DSA Questions for Product-Based Companies
- Level-Up Your Tech Skills for Free: 7 Cisco NetAcad Courses with Certificates for 2025
- Boost Your Resume with BCG Virtual Experience — Free Online Job Simulations on The Forage
- Kickstart Your Career with the Nestlé Nesternship Internship Program
- Beginner-Friendly Free Tech Learning Paths: Python, PHP, AI, SQL, Databases & Excel
- Launch Your Career With a JPMorgan Chase Internship — Packed With Opportunity!
- Level Up Your Career for Free: 5 Udemy Courses with Certificates to Boost Your Skills in 2025
- Boost Your Data Skills with 5 Free Kaggle Courses — Earn Certificates & Learn at Your Own Pace!
- 5 High-Impact Data Analytics & Power BI Projects for Your 2025 Portfolio
- 7 Free SQL Courses with Certification — Boost Your Data Career and Get Job-Ready!
- Level Up Your Tech Career for Free with These Top Learning Paths on ClassCentral
- Top 30 Data Structures Interview Questions & Answers – Your Last-Minute Cheat Sheet!
- Code Like a Gamer! 5 Fun Games to Learn Programming and Boost Your Skills
- Boost Your Career with 3 Free IBM Data Courses
- Step-by-Step Roadmap to Launch Your Data Analyst Career
- Elevate Your Career in 2025 with Free Harvard Professional Development Courses
- Unlock Your Data Story: Learn Tableau for Free and Build a Portfolio That Gets You Noticed
- The Best Remote Work Platforms for High-Paying Jobs from Home in 2025
- Top Platforms to Find Remote Jobs and Freelance Work in 2025
- Unlock the Smarter Path to Mastering SQL with LearnSQL.com
- Crack Google’s Coding Interviews: Complete Prep Guide
- 4 Videos That Will Change How You Learn to Code Forever
- Master Data Structures & Algorithms with These 3 YouTube Channels Better Than Your College!
- Transform Your Career with Infosys Springboard: Free Courses & Virtual Internship
- Supercharge Your Data Analytics & SQL Skills with Microsoft Learn — Free Modules & Certificates!
- FREE Cisco Data Analytics Essentials – Start Your Analytics Career!
- Launch Your AI, Data Science, and Networking Career with Free NVIDIA & Coursera Courses
- UNICEF Remote Internship: Partnerships & Education Outcomes Fund
- Unlock Your Future: Free AI Agent Courses to Supercharge Your Career in 2025
- Level Up Your Power BI Skills with Free Weekly Challenges for Data Pros!
- Break into Data Analytics with Free Virtual Internships from Top Companies!
- Want to Level Up Your Power BI Skills for FREE? These YouTube Channels Have You Covered!
- Tired of Your Resume Getting Lost in ATS? Use an ATS-Friendly Resume Template!
- Want to Break into Tech? Learn with Microsoft’s Free Courses!
- Free Cybersecurity Training for Women! Secure Your Future in Tech!
- Dreaming of Building a Career in Artificial Intelligence? Learn from Harvard & Stanford!
- Want to Learn Programming Without Boring Lectures? Start Here!
- Ready to Level Up Your Coding Game? Dive into CodeChef!
- Take a Step Forward with McKinsey.org’s Free Career-Boosting Program!
- Kickstart Your Data Analytics Journey Today!
- Boost Your Tech Skills for FREE with Microsoft’s Top Courses in 2025
- Level Up Your Career with 7 Must-Have Certifications in 2025
- 5 Free YouTube Full Courses to Skyrocket Your Tech Career in 2025
- 5 Free DevOps Resources to Master Automation & CI/CD in 2025
- Free Google Python Certification Courses You Should Not Miss!
- 5 Free Harvard Courses to Kickstart Your Tech Career in 2025
- Free Python Data Analysis Course for Beginners
- Unlock Free Microsoft Data Analytics with Power BI Certification
- Unlock Your Future with Qualcomm’s Free AI Upskilling Program
- 4 Free Microsoft Generative AI Training Modules to Boost Your Skills
- 5 Free Consulting Simulations – Practice Like a Pro!
- 4 Free DSA Resources to Crack Coding Interviews
- Top 3 Online Volunteering Platforms to Build Skills and Make a Real Impact
- 7 Must-Have Skills to Land a Data Analytics Career in 2025
- 5 Free Certifications in 2025 to Skyrocket Your Data Analytics Career
- 4 Best Power BI Courses in 2025 to Skyrocket Your Career
- It took me 4 years to master Excel. I’ll teach you in 5 seconds.
- Build These GenAI Projects to BOOST Your Resume 🚀
- Free Meta Full-Stack Developer Courses: Learn Step by Step
- Learn AI for FREE + Get a Govt. Certificate!
- Crack Your Data Interview – Top 20 SQL Questions
- 5 Life-Changing Videos to Train Your Mind to Do Hard Things
- 3 Game-Changing Courses to Master Python for Free
- Become a Data Analyst in 2025: The Ultimate Beginner’s Learning Path
- 2 Game-Changing Free Tools to Boost Your Tech Career in 2025
- Earn FREE Oracle Certifications in 2025 — Cloud, AI & Data!
- Turn Coding into an Adventure
- Stop Wasting Time & Money on Outdated Business Degrees
- Learn DevOps for Free — Step-by-Step Roadmap
- Best YouTube Channels to Learn Business Analytics (Free!)
- 25+ Must-Know Data Analytics Interview Questions to Land Your Dream Job
- Stop Scrolling — Start Learning Smarter in 2025!
- Become a React Pro in 2025 — By Building Real Projects!
- 4 Free Courses to Upgrade Your Career in 2025 — Learn & Earn Certificates
- Best Way to Master SQL in 2025 — Free Courses, Practice Sites & Interview Prep
- Step Into a BCG Analyst’s Shoes: Free Data Analytics Simulation + Certificate
- 5 Free YouTube Resources to Build AI Automations & Agents Without Coding
- Master Azure Machine Learning for Free with These 3 Microsoft Modules!
- This Free Website Makes Learning SQL 10x Easier for Beginners!
- 3 Open-Source AI Projects to Build in 2025
- Top Python Interview Questions Asked by MNCs
- Master SQL in Just 7 Days: The Ultimate Free Roadmap to Get Job-Ready
- Master Java in 2025 with This Free Step-by-Step Roadmap
- 5 Official Company Resources to Crack Interviews at Amazon, Google & More!
- Struggling with Logic Building in Programming? 4 Proven Strategies to Master Coding Faster
- 3 Free Microsoft Courses with Certificates Boost Your Career in 2025
- 3 Free GitHub Courses to Master Python for Data Analytics in 2025
- Top 5 YouTube Channels for Data Analytics Mastery
- How I Boosted My Confidence from 2/10 to 9/10 with These 5 Free Videos
- The Best Free 30-Day Roadmap to Start Your Data Science Journey
- Want to Learn Tech and Soft Skills for FREE? Infosys Springboard is a Game-Changer
- 3 YouTube Channels That Teach More Than an MBA (For Free!)
- 5 Free Platforms to Find Legit Remote Jobs and Internships in 2025 (No Spam!)
- 7 Must-Know SQL Concepts Every Aspiring Data Analyst Should Master
- 4 Full‑Stack Coding Projects That Instantly Level‑Up Your Portfolio
- Power BI Interview Questions You Can’t Ignore in 2025!
- This ATS-Friendly Data Analyst Resume Got Me Interviews – Download For Free!
- 5 Powerful Backend Concepts Every Developer Must Know in 2025
- BEST Free YouTube Coding Courses for Beginners in 2025 (HTML, Java, SQL & More!)
- 6 Free Courses to Learn the Most In-Demand Tech Skills
- 6 Life-Changing Productivity Videos That Will Help You Manage Time Like a CEO
- Still Failing Tech Interviews? These 3 Free Resources Could Finally Change That
- 3 Free SQL YouTube Playlists That Will Make You a Query Pro in 2025
- Why 100School Is the Hidden Gem for Learning Tech Skills for Free in 2025
- Want to break into tech but don’t know where to start?
- “Computer Science is Hard?” Not Anymore.
- 5 Must-Watch Videos to Speak Clearly, Confidently, and Smartly
- This FinTech Funnel Project Will Make Your Data Analyst Portfolio Stand Out
- 3 Powerful Data Analyst Certifications That Can Launch Your Career
- 4 FREE Finance Courses You Can Take Today – Even Without a Finance Background!
- Want to Master Tech Skills That Companies Are Hiring For?
- 5 Real-World Tech Projects to Build Your Resume – With Full Tutorials!
- 🚀 Tired of struggling to find good AI/ML projects to practice?
- Want to Learn Data Analytics from Scratch — for FREE?
- Learn Azure for FREE: The Ultimate Cloud Computing Beginner Playlist by Microsoft
- The Ultimate JavaScript Interview Prep Guide – Free GitHub Goldmine
- 4 Life-Changing Videos to Boost Confidence, Stay Calm & Negotiate Like a Pro
- Master Enterprise Data Handling – Free TCS Course!
- 📌 Big 4 Interview Questions – Answer Like a Pro!
- 4 Best Excel Courses to Start Your Data Analytics Journey in 2025
- 4 Must-Watch YouTube Courses for Every Data Analytics Student in 2025
- Boost Your Resume with These Hands-On Python Projects (Free YouTube Tutorials)
- Tired of Tutorials? Build Your Own Tools with This GitHub Goldmine!
- Want to Become a Cloud Developer? Start with This Free Microsoft Certification!
- 7 FREE Microsoft Certification Courses to Master Data Analytics in 2025!
- PM Internship Program 2025 – A Golden Opportunity for Students & Freshers!
- Get a FREE Certification from McKinsey & Level Up Your Career!
- Ace Your Next Interview with These FREE Resources!
- 5 Beginner-Friendly Projects to Make Your Resume Stand Out!
- Kickstart Your Data Science Journey with These 3 FREE Courses!
- Master Data Analytics for FREE! Learn SQL, Power BI & Excel
- 5 Trusted Websites to Find High-Paying Remote Jobs Today!
- Master OS, DBMS & Networks in Hours
- RBI Summer Internship 2025 – Your Gateway to a Prestigious Career!
- International Women Mentorship Program
- Free TCS iON Learning Courses to Upgrade Your Skills!
- Unlock Thousands of Free Online Courses with Certifications!
- Free Portfolio Websites to Showcase Your Data Analytics Skills!
- 5 Data Analytics Projects That Will Get You Hired!
- Find Your Dream Internship – Real Opportunities to Boost Your Career!
- SBI Youth for India Fellowship – A Life-Changing Opportunity
- 5 Free Harvard Courses in AI, ML & Data Science – Enroll Now!
- 5 Full FREE Coding Courses to Master Programming in 2025!
- 30 Most Common Data Analytics Interview Questions You Must Know!
- Become a Data Science Professional with This Free Oracle Learning Path!
- Free Learning Path to Become a Data Analyst
- Top 5 Free Microsoft Courses You Can Enroll In Today!
- Free Courses to Boost Your Skills in 2025!
- 5 Youtube channels That Make Finance Fun
- Master MS Excel in 2025 – Best YouTube Channels!
- Land a 50 LPA Offer – 6-Step Roadmap!
- Free Microsoft Courses with Certificates!
- Gain Hands-On Experience with ISRO!
- 3 Free Certification Courses to Boost Your Data Analytics Career!
- 5 Best YouTube Channels to Learn Data Analytics!
- Java Interview Guide – Junior to Senior Level!
- Become a Full-Stack Developer in 2025
- Crack Your Data Analytics Interview with This Complete Guide!
- The Ultimate Data Science Cheatsheet!
- 6 Must-Watch TED Talks to Master Public Speaking!
- 4 Must-Do Courses for Data Science by Microsoft!
- 15-Day Python Roadmap with FREE Resources!
- FREE Courses to Master Data Science & AI!
- FREE Resources to Learn Data Analytics!
- Master Excel in Just 7 Days!
- Master 6 In-Demand Skills for FREE!
