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Awesome AI/ML Resources

This repository contains free resources and a roadmap to learn Machine Learning and Artificial Intelligence in 2025.

📌 AI/ML Key Concepts

🛠️ AI/ML Building Blocks

👨🏽‍💻 AI/ML Roles

🚗 AI/ML Roadmap

  1. Build a Strong Math Foundation

  2. Learn Python and Core Libraries

  3. Learn Machine Learning Fundamentals

  4. Building Practical Experience

  5. Deepen Knowledge in Specialized Areas

  6. Learn about MLOps

  7. AI Research and Continuous Learning

  8. Prepare for AI/ML Job Interviews

📚 Courses

🎓 Certifications

📕 Books

🛠️ Tools & Frameworks

AI/ML Research Blogs

AI/ML Applied Blogs

AI/ML Problems

Easy

Medium

Hard

⚡️ AI/ML Communities

📺 Youtube Channels

📩 Newsletters

📃 Must Read Papers

Contributing

Your open-source contributions to improve this resource are welcome and appreciated!

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Learn AI/ML and prepare for interviews using free resources.

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