ML Core Map

Use this to navigate ML Core quickly.

Core modules

• 20-ML-Core/Module 01 - Math Foundations + Classical ML
• 20-ML-Core/Module 02 - Deep Learning Foundations
• 20-ML-Core/Module 03 - CNNs, RNNs, Transformers
• 20-ML-Core/Module 04 - PyTorch Practice

Deep-dive guides

• 20-ML-Core/Guide/Overview
• 20-ML-Core/Guide/Math Foundations (Guide)
• 20-ML-Core/Guide/Classical Machine Learning (Guide)
• 20-ML-Core/Guide/Deep Learning (Guide)
• 20-ML-Core/Guide/Specialized Topics (Guide)
• 20-ML-Core/Guide/Interview Question Bank (Guide)

References

• 20-ML-Core/ML Cheat Sheet
• 20-ML-Core/Concepts Tracker

Guide references

• 20-ML-Core/References/Weeks 01-02 - Math Foundations + Classical ML (Guide)
• 20-ML-Core/References/Weeks 03-04 - Deep Learning Foundations (Guide)
• 20-ML-Core/References/Weeks 05-06 - CNNs, RNNs, Transformers (Guide)
• 20-ML-Core/References/PyTorch Practice (Guide)