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Refactor course catalog layout and update course details in the DataTalks.Club documentation; remove vocabulary section and related terms for improved clarity.
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‎index.md‎

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A comprehensive collection of notes, FAQ, and resources for the DataTalks.Club Zoomcamps - our free courses on data engineering, machine learning, and analytics.
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[Browse Notes](/docs/){: .btn .btn-primary .fs-5 .mb-4 .mb-md-0 .mr-2 }
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[Visit DataTalks.Club](https://datatalks.club/){: .btn .fs-5 .mb-4 .mb-md-0 }
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---
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## DataTalks.Club Free Courses
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| Course | Status | Description | Registration | Repository |
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|:---|:---|:---|:---:|:---:|
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| [Machine Learning Zoomcamp](https://github.com/DataTalksClub/machine-learning-zoomcamp) | **16 Weeks • September 2025** | ML engineering with deployment focus covering regression, classification, deep learning, and practical projects | [Register Now](https://airtable.com/appflP5cuR8bD5MIm/shryxwLd0COOEaqXo) | [![GitHub](https://img.shields.io/github/stars/DataTalksClub/machine-learning-zoomcamp?style=social)](https://github.com/DataTalksClub/machine-learning-zoomcamp) |
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| [Data Engineering Zoomcamp](https://github.com/DataTalksClub/data-engineering-zoomcamp) | **9 Weeks • January 2026** | Complete data engineering bootcamp covering Docker, SQL, Terraform, GCP, Kafka, and Spark | [Register Now](https://airtable.com/appzbS8Pkg9PL254a/shr6oVXeQvSI5HuWD) | [![GitHub](https://img.shields.io/github/stars/DataTalksClub/data-engineering-zoomcamp?style=social)](https://github.com/DataTalksClub/data-engineering-zoomcamp) |
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| [MLOps Zoomcamp](https://github.com/DataTalksClub/mlops-zoomcamp) | **🔴 LIVE • 9 Weeks** | Production ML systems & best practices including experiment tracking, model deployment, and monitoring | [Join Now](https://airtable.com/appYdhA23GVZd1iN2/shrCb8y6eTbPKwSTL) | [![GitHub](https://img.shields.io/github/stars/DataTalksClub/mlops-zoomcamp?style=social)](https://github.com/DataTalksClub/mlops-zoomcamp) |
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| [LLM Zoomcamp](https://github.com/DataTalksClub/llm-zoomcamp) | **🔴 LIVE • 8 Weeks** | Large Language Models course covering fine-tuning, RAG systems, and LLM application development | [Join Now](https://airtable.com/appPPxkgYLH06Mvbw/shr7WtxHEPXxaui0Q) | [![GitHub](https://img.shields.io/github/stars/DataTalksClub/llm-zoomcamp?style=social)](https://github.com/DataTalksClub/llm-zoomcamp) |
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| [Stock Markets Analytics Zoomcamp](https://github.com/DataTalksClub/stock-markets-analytics-zoomcamp) | **8 Weeks • April 2025** | Financial data analysis and algorithmic trading strategies using Python and modern analytics tools | [Register Now](https://pythoninvest.com/course) | [![GitHub](https://img.shields.io/github/stars/DataTalksClub/stock-markets-analytics-zoomcamp?style=social)](https://github.com/DataTalksClub/stock-markets-analytics-zoomcamp) |
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| [Open Source LLM Zoomcamp](https://github.com/DataTalksClub/open-source-llm-zoomcamp) | **Coming Soon** | Hands-on course focused on open-source LLM tools, local deployment, and cost-effective AI solutions | [Join Waitlist](https://airtable.com/apprlTIMJPOWhp2Kr/shrYO3Dcm6RN9f4Ko) | [![GitHub](https://img.shields.io/github/stars/DataTalksClub/open-source-llm-zoomcamp?style=social)](https://github.com/DataTalksClub/open-source-llm-zoomcamp) |
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| [AI Dev Tools Zoomcamp](https://github.com/DataTalksClub/ai-dev-tools-zoomcamp) | **Coming Soon** | A course that teaches you how to leverage AI tools to accelerate and improve your coding workflow | [Join Waitlist](https://airtable.com/appJRFiWKHBgmEt70/shrpw7rk55Ewr1jCG) | [![GitHub](https://img.shields.io/github/stars/DataTalksClub/ai-dev-tools-zoomcamp?style=social)](https://github.com/DataTalksClub/ai-dev-tools-zoomcamp) |
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| Course | Duration | Next Cohort | Description | Register | Repository |
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|:---|:---:|:---:|:---|:---:|:---:|
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| [Machine Learning Zoomcamp](https://github.com/DataTalksClub/machine-learning-zoomcamp) | 16 weeks | September 15, 2025 | ML engineering with deployment focus covering regression, classification, deep learning, and practical projects | [Register](https://airtable.com/appflP5cuR8bD5MIm/shryxwLd0COOEaqXo) | [![GitHub](https://img.shields.io/github/stars/DataTalksClub/machine-learning-zoomcamp?style=social)](https://github.com/DataTalksClub/machine-learning-zoomcamp) |
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| [AI Dev Tools Zoomcamp](https://github.com/DataTalksClub/ai-dev-tools-zoomcamp) | 6 weeks | November 18, 2025 | Modern AI development tools and workflows for building, testing, and deploying AI applications | [Register](https://airtable.com/appJRFiWKHBgmEt70/shrpw7rk55Ewr1jCG) | [![GitHub](https://img.shields.io/github/stars/DataTalksClub/ai-dev-tools-zoomcamp?style=social)](https://github.com/DataTalksClub/ai-dev-tools-zoomcamp) |
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| [Data Engineering Zoomcamp](https://github.com/DataTalksClub/data-engineering-zoomcamp) | 9 weeks | January 2026 | Complete data engineering bootcamp covering Docker, SQL, Terraform, GCP, Kafka, and Spark | [Register](https://airtable.com/appzbS8Pkg9PL254a/shr6oVXeQvSI5HuWD) | [![GitHub](https://img.shields.io/github/stars/DataTalksClub/data-engineering-zoomcamp?style=social)](https://github.com/DataTalksClub/data-engineering-zoomcamp) |
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| [MLOps Zoomcamp](https://github.com/DataTalksClub/mlops-zoomcamp) | 12 weeks | – | Production ML systems & best practices including experiment tracking, model deployment, and monitoring | [Register](https://airtable.com/appYdhA23GVZd1iN2/shrCb8y6eTbPKwSTL) | [![GitHub](https://img.shields.io/github/stars/DataTalksClub/mlops-zoomcamp?style=social)](https://github.com/DataTalksClub/mlops-zoomcamp) |
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| [LLM Zoomcamp](https://github.com/DataTalksClub/llm-zoomcamp) | 10 weeks | June 2026 | Large Language Models course covering fine-tuning, RAG systems, and LLM application development | [Register](https://airtable.com/appPPxkgYLH06Mvbw/shr7WtxHEPXxaui0Q) | [![GitHub](https://img.shields.io/github/stars/DataTalksClub/llm-zoomcamp?style=social)](https://github.com/DataTalksClub/llm-zoomcamp) |
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| [Stock Markets Analytics Zoomcamp](https://github.com/DataTalksClub/stock-markets-analytics-zoomcamp) | 8 weeks | April 2026 | Financial data analysis and algorithmic trading strategies using Python and modern analytics tools | [Register](https://pythoninvest.com/course) | [![GitHub](https://img.shields.io/github/stars/DataTalksClub/stock-markets-analytics-zoomcamp?style=social)](https://github.com/DataTalksClub/stock-markets-analytics-zoomcamp) |
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| [Open Source LLM Zoomcamp](https://github.com/DataTalksClub/open-source-llm-zoomcamp) | – | Coming Soon | Hands-on course focused on open-source LLM tools, local deployment, and cost-effective AI solutions | – | [![GitHub](https://img.shields.io/github/stars/DataTalksClub/open-source-llm-zoomcamp?style=social)](https://github.com/DataTalksClub/open-source-llm-zoomcamp) |
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## What's in This Repository
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<p align="center">
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<img width="50%" src="https://github.com/DataTalksClub/datatalksclub.github.io/blob/main/images/posts/2024-04-11-guide-to-free-online-courses-at-datatalks-club/image5.png" alt="DataTalks.Club free courses">
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</p>
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<div align="center">
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- **Course Notes**: Detailed notes from each course session
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- **FAQ**: Frequently asked questions and answers
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- **Resources**: Links to datasets, tools, and materials
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- **Tips & Tricks**: Best practices and helpful hints
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- **Examples**: Sample projects and implementations
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[Complete Course Catalog](https://datatalks.club/blog/guide-to-free-online-courses-at-datatalks-club.html)
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*Discover all our courses, from beginner-friendly introductions to advanced specializations*
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</div>
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## Contributing
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2. Create a new branch for your changes
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3. Make your improvements
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4. Submit a pull request with a clear description
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---
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## About DataTalks.Club
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**Join 73,000+ data enthusiasts from around the world**
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DataTalks.Club is a global online community that brings together data professionals of all levels - from beginners to experienced practitioners. Our mission is to make data knowledge accessible through free education and collaborative learning.
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### What We Do
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- **Free Online Courses (Zoomcamps)** - Comprehensive bootcamps covering essential data skills
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- **Live Events** - Podcasts, webinars, and hands-on workshops
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- **Community Activities** - Book clubs, project collaborations, and networking
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- **Knowledge Sharing** - Articles, tutorials, and practical insights
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### What Makes Us Different
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- **Free Education**: All courses and events at no cost
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- **Supportive Community**: Learn alongside peers who share your interests
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- **Global Reach**: Connect with data professionals worldwide
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- **Career Growth**: Practical skills and networking opportunities
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- **Current Content**: Fresh material covering the latest industry trends
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## Community Activities
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### Live Events
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- **Podcasts**: Conversations with data professionals sharing real experiences
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- **Webinars**: Technical deep-dives with industry experts
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- **Workshops**: Hands-on coding sessions with practical datasets
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### Book of the Week
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Authors join our Slack for live Q&A sessions. Ask questions and get insights directly from the authors.
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### Project of the Week
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Join study groups to work on real projects together, get peer support, and build your portfolio.
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## Community & Support
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### Join Our Community
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- [Join our Slack](https://datatalks.club/slack.html) - Connect with 73,000+ data professionals
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- [Browse Events](http://lu.ma/dtc-events) - See upcoming live sessions
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- [YouTube Channel](https://www.youtube.com/@DataTalksClub) - Watch recorded sessions
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- [Newsletter](https://us19.campaign-archive.com/home/?u=0d7822ab98152f5afc118c176&id=97178021aa) - Weekly updates
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---
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### Quick Links
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- [Main Website](https://datatalks.club/)
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- [Articles](https://datatalks.club/articles.html)
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- [Book Library](https://datatalks.club/books.html)
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- [Community Calendar](https://calendar.google.com/calendar/?cid=ZjhxaWRqbnEwamhzY3A4ODA5azFlZ2hzNjBAZ3JvdXAuY2FsZW5kYXIuZ29vZ2xlLmNvbQ)
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## What Our Community Says
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> "It's a very active and engaging community for people of all levels. Love the content and the quality of the materials."
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> "I love DataTalks.Club. This community is lighting a lot of members' paths. I'm taking the MLOps course right now and doing networking in Slack."
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> "In my opinion, Alexey and the team have created one of the best learning resources out there."
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## Contact
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- **Alexey Grigorev**: [alexey@datatalks.club](mailto:alexey@datatalks.club) - Founder & Community Lead
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- **Valeriia Kuka**: [valeriia@datatalks.club](mailto:valeriia@datatalks.club) - Content Manager
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---
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**Ready to start learning?** Check out our [course documentation](docs/) and join our [Slack community](https://datatalks.club/slack.html) to begin your journey.
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*All courses are free, hands-on, and designed by practitioners for real-world application.*

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