Machine Learning Basics

Welcome to the basics of Machine Learning! If you're new to the field or looking to expand your knowledge, this guide will help you get started.

What is Machine Learning?

Machine Learning is a subset of Artificial Intelligence (AI) that focuses on building systems that learn from data, identify patterns, and make decisions with minimal human intervention.

Key Concepts

Supervised Learning: Algorithms learn from labeled data.
Unsupervised Learning: Algorithms learn from unlabeled data.
Reinforcement Learning: Algorithms learn by performing actions and receiving rewards.

Getting Started

To get started with Machine Learning, you'll need a few essential tools:

Python: The most popular programming language for Machine Learning.
Jupyter Notebook: An interactive platform for writing and executing Python code.
TensorFlow or PyTorch: Popular libraries for building Machine Learning models.

Learn More

If you're interested in diving deeper into Machine Learning, check out our Machine Learning Advanced Guide.

Resources