The course is based on the text Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman, and Jeff Ullman, who by coincidence are also the instructors for the course.Read more.
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The techniques and tools covered in Mining Massive Datasets are most similar to the requirements found in Data Scientist job advertisements.