Back to search results

Machine Learning


Provider
MIT OpenCourseware

Price
Free

School
MIT

Type
University

Instructor
Prof. Tommi Jaakkola

Category
Computer Science

Format
Mixed

Language
English

Description
6.867 is an introductory course on machine learning which gives an overview of many concepts, techniques, and algorithms in machine learning, beginning with topics such as classification and linear regression and ending up with more recent topics such as boosting, support vector machines, hidden Markov models, and Bayesian networks. The course will give the student the basic ideas and intuition behind modern machine learning methods as well as a bit more formal understanding of how, why, and when they work. The underlying theme in the course is statistical inference as it provides the foundation for most of the methods covered.

Similar Courses: