A structured Machine Learning Roadmap designed to guide learners from the fundamentals to advanced concepts.
This roadmap covers programming, mathematics, machine learning algorithms, and deep learning architectures, with a focus on practical application and efficient learning.
Whether you're a beginner starting out with Python or an aspiring data scientist aiming for advanced AI models, this repo helps you:
✅ Build strong foundations in problem-solving and math
✅ Master core ML algorithms with progression flow
✅ Explore deep learning (CNNs, RNNs, Transformers)
✅ Learn deployment strategies and stay updated with research
⚡ Philosophy: Learn by need, not by FOMO.