Machine Learning from Scratch: A Beginner-Friendly Open-Source Repo

Introduction Machine Learning is everywhere—from recommendation systems to self-driving cars. But have you ever wondered how these algorithms actually work under the hood? Many tutorials focus on using high-level libraries like scikit-learn and TensorFlow, but understanding the fundamentals requires building ML models from scratch. That's why I created ML-Algorithms—an open-source repository with clean Python implementations of essential ML algorithms. It’s designed to help beginners and professionals understand, modify, and experiment with machine learning techniques without black-box magic.

Mar 13, 2025 - 07:18

Machine Learning from Scratch: A Beginner-Friendly Open-Source Repo

Introduction

Machine Learning is everywhere—from recommendation systems to self-driving cars. But have you ever wondered how these algorithms actually work under the hood? Many tutorials focus on using high-level libraries like scikit-learn and TensorFlow, but understanding the fundamentals requires building ML models from scratch.

That's why I created ML-Algorithms—an open-source repository with clean Python implementations of essential ML algorithms. It’s designed to help beginners and professionals understand, modify, and experiment with machine learning techniques without black-box magic.