Learning From Data: a free, introductory Machine Learning online course (MOOC)

Now with professional captioning, and available on YouTube with auto-translations to more than 40 languages. The videos have crossed the one-million-views mark on YouTube and iTunes U last month.

• Taught by Caltech Professor Yaser Abu-Mostafa
• Lectures recorded from a live broadcast, including Q&A
• Prerequisites: Basic probability, matrices, and calculus
• 8 homework sets and a final exam
• Discussion forum for participants
• Topic-by-topic video library for easy review

Check the translation at work.caltech.edu/library/translate.html

See also KDnuggets interview with Prof. Yaser Abu-Mostafa:

• Caltech Prof. Abu-Mostafa on his MOOC course "Learning from Data" and Machine Learning
• Caltech Prof. Abu-Mostafa on what he learned from his MOOC course "Learning from Data"