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Welcome to CSS 2!

Course Logistics

CSS 2 Syllabus: Winter 2024
CSS 2 Schedule
Course Expectations (and FAQ)
Using DataHub
Final Project

Lectures

01-Introduction
02-Ethics (Fairness)
03-Ethics (Privacy)
04-Python review (basics)
05-Python review (data)
06-Data Visualization (Introduction)
07-Data Visualization (Seaborn)
08-Data Visualization (Principles)
09-Data Wrangling
10-Descriptive Statistics
11-Foundations of Inferential Statistics
12-Introduction to Statistical Modeling
13-Linear Regression in Python
14-Prediction Error and More
15-Multiple Regression
16-Non-linear Regression
17-Overfitting
18-Logistic Regression
19-Evaluation
20-Unsupervised Clustering

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By Sean Trott

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