Syllabus for Machine Learning with Large Datasets 10-605 in Fall 2015

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This is the syllabus for Machine Learning with Large Datasets 10-605 in Fall 2015.

Notes:

  • Homeworks, unless otherwise posted, will be due when the next HW comes out.
  • Lecture notes and/or slides will be (re)posted around the time of the lectures.

Schedule:




  • Tues Dec 1, Thus Dec 3. Graph models for large-scale ML
  • Tues Dec 8. Review and project presentations (15 min each):
    • Schedule:
      • Bhuwan Dingra/Yun Fu
      • Rohit Girdhar
      • Siddha Ganju/Sravya Popuri/Srikant Avasarala
      • Jingkun Gao/Yiming Gu
    • HW7 due
  • Thus Dec 10. In-class final exam.
  • Tues Dec 15. Writeup for 10-805 projects are due (at 11:59pm).

Topics covered in previous years but not in 2015