Machine Learning for Engineers

2020 Spring

Prof. Youjian (Eugene) Liu

Syllabus

Lecture Videos

  1. 2020-02-20

  2. 2020-02-25

  3. 2020-02-27

  4. 2020-03-03

  5. 2020-03-05

  6. 2020-03-10

  7. 2020-03-12

  8. 2020-03-17

  9. 2020-03-19

  10. 2020-03-31

  11. 2020-04-02

  12. 2020-04-07

  13. 2020-04-09

  14. 2020-04-14

  15. 2020-04-16

  16. 2020-04-21

  17. 2020-04-23

  18. 2020-04-28

  19. 2020-04-30

Homework Solutions

  • Under Files on Canvas

Homework (Due every Thursday)

  1. A total of 4 problems at the end of Chapter I.2 and I.3 of the lecture notes, due next Thursday.

  2. 2 problems at the end of Chapter I.4 of the lecture notes, due next Thursday.

  3. Problem 3 and 4 at the end of Chapter I.4 of the lecture notes, due next Thursday.

  4. Problem 1 at the end of Chapter I.5.

  5. Problem 1 at the end of Chapter II.1.

  6. Problem 1 at the end of Chapter II.2.

  7. Part 4 of Problem 1 at the end of Chapter II.2.

  8. Problem 1 at the end of Chapter II.5. Due Thursday after the break.

  9. Problem 1 at the end of Chapter II.9.