Machine Learning Fundamentals

Module 8: Introduction to Machine Learning

Lesson 1: What is Machine Learning?

  • Definition of Machine Learning
  • Types of Machine Learning
  • Applications of Machine Learning

Lesson 2: Types of Machine Learning

  • Supervised Learning
  • Unsupervised Learning
  • Reinforcement Learning

Lesson 3: Machine Learning Algorithms Overview

  • Overview of Algorithms
  • Classification vs. Regression
  • Choosing Algorithms

Lesson 4: Setting Up a Machine Learning Environment

  • Tools and Libraries
  • Environment Setup
  • Best Practices