This course given in English is part of the MMMEF master. It starts with an introduction to the Big Data phenomenon and the focuses on the predictive methods of data science (a.k.a. machine learning methods).
Other videos are very interesting and relevant. I recommend to skip everything that is XML related videos, and possibly JSON related ones.