Lesson 1.1: What is Machine Learning?

Machine learning is like teaching computers to learn from data and make decisions without being explicitly programmed. Imagine it as teaching a pet to recognize commands—except our "pet" here is a computer program!

Real-life examples: Machine learning is used in recommendation systems like Netflix suggesting movies, virtual assistants like Siri understanding your voice, and self-driving cars navigating traffic.

Lesson 1.2: Types of Machine Learning

There are three main types of machine learning:

• Supervised Learning: Think of it like a teacher guiding a student. The computer learns from labeled examples.
• Unsupervised Learning: Here, the computer explores patterns on its own without labels, like finding groups in a crowd.
• Reinforcement Learning: This is like teaching a dog new tricks. The computer learns by trial and error, getting rewards for good actions.

Diagram: