ML Fundamentals Guide (Overview)

Source: ML Fundamentals: Complete Knowledge Guide Every Concept You Need for Meta & Google ML Engineer Interviews

Use this guide for deep dives. The weekly plan stays the primary execution path.

Parts

1. 20-ML-Core/Guide/Math Foundations (Guide)
2. 20-ML-Core/Guide/Classical Machine Learning (Guide)
3. 20-ML-Core/Guide/Deep Learning (Guide)
4. 20-ML-Core/Guide/Specialized Topics (Guide)
5. 20-ML-Core/Guide/Interview Question Bank (Guide)

Schedule summary

• 20-ML-Core/Guide/Study Schedule Summary (Guide)

Companion references

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