Category: Big Data, Analytical Data Platforms and Data Science- Lecture Notes

MLlib: Scalable Machine Learning on Spark Xiangrui Meng Collaborators: Ameet Talwalkar, Evan Sparks, Virginia Smith, Xinghao Pan, Shivaram Venkataraman, Matei Zaharia, Rean Griffith, John Duchi, Joseph Gonzalez, Michael Franklin, Michael I. Jordan, Tim Kraska,...

Big Data Integration-Tutorial Authors: Xin Luna Dong (Google Inc.) Divesh Srivastava (AT&T Labs-Research) Tutorial Outline ♦ Motivation – Why do we need big data integration? – How has“small”data integration been done? – Challenges in...

A special UC Berkeley iSchool course. Link to course material, including video of the lectures