Free Online Courses

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Computing for Data Analysis (with R)
YouTube playlists for the videos of the course: week 1; week 2; week 3 and week 4.
Data Analysis (with R)
YouTube playlists for the videos of the course: http://bit.ly/16PPtuI
Social Network Analysis
Introduction to Data Science
The lectures in week 3 give an excellent introduction to MapReduce and Hadoop, and demonstrate with examples how to use MapReduce to do various tasks.
Statistical Aspects of Data Mining with R
Five-hour lecture videos on YouTube

Natural Language Processing
A course at Stanford University, containing 18 videos, with each of over 1 hour length

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