What is cs189?

CS189 (Introduction to Machine Learning) is a course offered at the University of California, Berkeley. It is an undergraduate-level course that covers the fundamentals of machine learning, a subfield of artificial intelligence (AI). The course is taught by Professor Jonathan Shewchuk and his team of instructors and covers a wide range of topics including classification, regression, clustering, dimensionality reduction, neural networks, and more.

The course uses a combination of lectures, homework assignments, programming projects, and exams to help students gain a deep understanding of machine learning concepts and techniques. It is designed to be challenging and requires a strong background in mathematics, statistics, and programming.

CS189 is a popular course at UC Berkeley and is highly regarded in the machine learning community. Many students who take the course go on to pursue advanced studies or careers in machine learning, data science, and related fields. The course is available online for free to anyone who wants to learn about machine learning, with video lectures and course materials available on the course website.