🐈Amit Mehra

        • Chapter 1 - Introduction
        • Chapter 2 - Notation and Definitions
        • Chapter 3 - Fundamental Algorithms
        • Chapter 4 - Anatomy of a Learning Algorithms
        • Chapter 5 - Basic Practice
        • Chapter 6 - Neural Networks and Deep Learning
        • Chapter 7 - Problem and Solutions
        • Chapter 8 - Advance Practice
        • Chapter 9 - Unsupervised Learning
        • Chapter 10 - Other forms of Learning
        • Chapter 11 - Conclusion
        • The 100 Page ML
        • Chap 0 - Introduction
        • Chap 1 - Probability
        • Chap 2 - Statistics
        • Chap 3 - Decision Theory
        • Chap 4 - Information Theory
        • Chap 5 - Linear Algebra
        • Chap 6 - Optimization
        • Probabilistic Machine Learning
      • Artificial Intelligence
      • Computer Science
      • Dynamic Programming
      • The Algorithms in Computing
          • Chapter 01 - The Foundations - Logic and Proofs
          • Chapter 02 - Basic Structures
          • Chapter 03 - Algorithms
          • Chapter 04 - Number Theory and Cryptography
          • Chapter 05 - Induction and Recursion
          • Chapter 06 - Counting
          • Chapter 07 - Discrete Probability
          • Chapter 08 - Advanced Counting Techniques
          • Chapter 09 - Relations
          • Chapter 10 - Boolean Algebra
          • Discrete Mathematics
        • Mathematics
    Home

    ❯

    Artificial Intelligence

    ❯

    0. The 100 Page ML

    ❯

    The 100 Page ML

    The 100 Page ML

    Feb 02, 20251 min read

    This repository contains the notes from book “The Hundred-Page Machine Learning” by Andriy Burkov.

    • Chapter 1 - Introduction
    • Chapter 2 - Notation and Definitions
    • Chapter 3 - Fundamental Algorithms
    • Chapter 4 - Anatomy of a Learning Algorithms
    • Chapter 5 - Basic Practice
    • Chapter 6 - Neural Networks and Deep Learning
    • Chapter 7 - Problem and Solutions
    • Chapter 8 - Advance Practice
    • Chapter 9 - Unsupervised Learning
    • Chapter 10 - Other forms of Learning
    • Chapter 11 - Conclusion


    Graph View

    Backlinks

    • No backlinks found

    Created with Quartz v4.4.0 © 2025

    • GitHub
    • Discord Community