!! Udacity - Free Classes. Awesome Instructors. Inspiring Community. CS186. Learning From Data - Online Course. A real Caltech course, not a watered-down version on YouTube & iTunes Free, introductory Machine Learning online course (MOOC) Taught by Caltech Professor Yaser Abu-Mostafa [article]Lectures recorded from a live broadcast, including Q&APrerequisites: Basic probability, matrices, and calculus8 homework sets and a final examDiscussion forum for participantsTopic-by-topic video library for easy review Outline This is an introductory course in machine learning (ML) that covers the basic theory, algorithms, and applications.
Design and Analysis of Algorithms I. Data Mining (CSE626) Machine Learning and Probabilistic Graphical Models: Course Materials. Introduction to Databases. Program the cloud.