Introduction to Machine Learning Lecture

Machine learning gives computers the ability to learn from experience, rather than just

following strict code. Unlike traditional programming, we feed the computer data and outputs,

and it creates the program itself. We define tasks through Experience, Performance metrics,

and specific goals, like winning a game of checkers. From supervised classification to unsupervised clustering

and reinforcement rewards, the methods are incredibly diverse and powerful. Today,

it powers everything from web searches to autonomous cars and advanced medical diagnostics.