Discussion Calendar

  • Discussion materials, including interactive Jupyter notebooks, are linked below. 
    You may freely reuse discussion materials when working on homeworks.
  • Before each discussion, a video will be posted to the CS275P YuJa channel going over the weeks Jupyter notebooks.
  • During the regular discussion times (Fridays at 10:00am), the Head Teaching Assistant will go over discussion materials in DBH 1600
  • Live discussion sessions will not be recorded.

 

Number

Date

Topic

Materials

Video Link

1

4/05/2024

Python, NumPy, & Matplotlib

CS275P_Discussion_1.ipynb Download CS275P_Discussion_1.ipynb

Link Links to an external site.

2

4/12/2024

Continuous Densities, Multivariate Gaussians

Discussion2.ipynb Download Discussion2.ipynb

iris.txt Download iris.txt

Link Links to an external site.

3

4/19/2024

Gradient Descent Algorithms

Discussion3.ipynb Download Discussion3.ipynb

Link Links to an external site.

4

4/26/2024

Kernel Methods

Discussion4.ipynb Download Discussion4.ipynb

Link Links to an external site.

5

5/03/2024

Clustering Algorithms

Discussion5.ipynb Download Discussion5.ipynb

general_utils.py Download general_utils.py

Link Links to an external site.

6

5/10/2024

Discrete Markov Chains

discussion_6.ipynb Download discussion_6.ipynb

Link Links to an external site.

-

5/17/2024

Project Help Session

 

 

-

5/24/2024

No Discussion

 

 

7

5/31/2024

PyTorch and Deep Neural Networks

Discussion7_Material.zip Download Discussion7_Material.zip

Link Links to an external site.

-

6/07/2024

Project Help Session