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JGS594 Lecture 04

JGS594 Lecture 04

Software Engineering for Machine Learning
Introduction III
(202201)

B546a9b97d993392e4b22b74b99b91fe?s=128

Javier Gonzalez
PRO

January 20, 2022
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  1. jgs SER 594 Software Engineering for Machine Learning Lecture 04:

    Introduction III Dr. Javier Gonzalez-Sanchez javiergs@asu.edu javiergs.engineering.asu.edu | javiergs.com PERALTA 230U Office Hours: By appointment
  2. jgs Previously … Models

  3. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 3

    jgs Data
  4. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 4

    jgs Deep Learning
  5. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 5

    jgs Tree
  6. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 6

    jgs Forest | Bagging
  7. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 7

    jgs Clustering
  8. jgs Key Ideas Software Engineering

  9. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 9

    jgs SER594 – Software Engineering for Machine Learning Definition
  10. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 10

    jgs Definition § a branch of computer science that deals with the design, implementation, and maintenance of complex computer programs. It encompasses not just the act of writing code, but all the tools and processes used to build and maintain that code over time.
  11. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 11

    jgs A sneak peek at the Code
  12. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 12

    jgs
  13. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 13

    jgs Trainer
  14. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 14

    jgs Example
  15. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 15

    jgs
  16. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 16

    jgs Application
  17. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 17

    jgs SER594 – Software Engineering for Machine Learning Definition
  18. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 18

    jgs SER594 – Software Engineering for Machine Learning Definition Prioritize Performance for the ML component
  19. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 19

    jgs Next Library From Scratch
  20. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 20

    jgs Neural Network
  21. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 21

    jgs BasicNeuralNetwork
  22. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 22

    jgs Code
  23. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 23

    jgs Main
  24. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 24

    jgs Constructor
  25. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 25

    jgs Forward Propagation
  26. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 26

    jgs Backward Propagation (Part 1 of 2)
  27. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 27

    jgs Backward Propagation (Part 2 of 2)
  28. Javier Gonzalez-Sanchez | SER 594 | Spring 2022 | 28

    jgs Questions
  29. jgs SER 594 Software Engineering for Machine Learning Javier Gonzalez-Sanchez,

    Ph.D. javiergs@asu.edu Spring 2022 Copyright. These slides can only be used as study material for the class CSE205 at Arizona State University. They cannot be distributed or used for another purpose.