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Applied Machine Learning · Lecture notes

A notebook for learning machine learning, one lecture at a time.

Notes from the AML course, from the math foundations to deep learning. Written to be reread.

Start with the index

4 modules · 15 notes · updated October 11, 2026

Contents

  • Seedling
  • Growing
  • Evergreen
  1. 01

    Mathematics

    2 notes
  2. 02

    Python & Tools

    NumPy · pandas · Matplotlib · Jupyter

    soon
  3. 03

    ML Fundamentals

    11 notes
  4. 04

    Deep Learning

    2 notes