Machine Learning Algorithm Book

Your comprehensive guide to machine learning algorithms and techniques. Explore detailed explanations, code examples, and practical applications for ML concepts.

Browse Algorithms

Popular Algorithms

Neural Networks
Random Forests
K-Means Clustering
Transformers
Gradient Descent

Recently Added

GPT Models
Diffusion Models
Graph Neural Networks
LoRA Fine-tuning
Few-shot Learning

Getting Started

New to machine learning? Start with these foundational concepts to build your understanding:

Linear Regression

Foundation of predictive modeling

Data Preprocessing

Essential techniques for clean data

Model Evaluation

How to assess performance