CMSE 202 Course Schedule#
Summer Session 2 - 2025#
Day |
Topic |
|---|---|
0 (Pre-semester) |
Course Syllabus, Software Setup Guide, Pre-semester Surveys, Python Review |
1 (Jul 1) |
Introductions, course details, CMSE 201 concept mapping |
2 (Jul 2) |
Command Line Interface |
3 (Jul 3) |
Version control with Git |
4 (Jul 7) |
Installing and learning to use new Python Packages |
5 (Jul 8) |
Pandas review |
6 (Jul 9) |
Using Python “Classes” (object-oriented programming) 1 |
7 (Jul 10) |
Using Python “Classes” (object-oriented programming) 2 |
8 (Jul 14) |
Agent-based models with Python Classes 1 – Quiz 1 |
9 (Jul 15) |
Agent-based models with Python Classes 2 |
10 (Jul 16) |
Graph theory 1 |
11 (Jul 17) |
Graph theory 2 |
12 (Jul 21) |
Project Idea Exploration – Quiz 2 |
13 (Jul 22) |
One-dimensional regression with Stats models |
14 (Jul 23) |
Multiple regression with Stats models |
15 (Jul 24) |
Introduction to machine learning + Logistic Regression |
16 (Jul 28) |
Collaborating with Git when working with Jupyter Notebooks – Quiz 3 |
17 (Jul 29) |
Project planning, repository set-up, project work |
(Jul 30) |
Project: Group Work Session |
18 (Jul 31) |
Building a Perceptron Classifier |
19 (Aug 4) |
Perceptron Classifier Extension – Quiz 4 |
20 (Aug 5) |
SVMs 1 |
21 (Aug 6) |
SVMs 2 |
22 (Aug 7) |
Project Update Presentations |
23 (Aug 11) |
PCA & SVMs – Quiz 5 |
24 (Aug 12) |
Project: Group Work Session |
P (Aug 13) |
Project Presentations |
P (Aug 14) |
Project Presentations |
\(^*\) This is the tentative schedule prior to the start of the semester. The overall content shouldn’t change, but ordering or deadlines may shift somewhat. If deadlines change, substantial notice will be given!