Types of Machine Learning

This video tutorial introduces three types of machine learning: supervised, unsupervised, and reinforcement learning. Supervised learning involves training a machine with labeled data to classify or predict outcomes. Unsupervised learning uses unlabeled data to find patterns and form clusters. Reinforcement learning involves an agent interacting with an environment to achieve a goal through rewards. The video emphasizes understanding the problem to choose the appropriate learning method and algorithm.

Describe the concept of reinforcement learning.

What role do rewards play in reinforcement learning?

How should one decide which type of machine learning method to use?