EC242
Syllabus
Schedule
Course Content
Assignments
Resources
Course Content
Week 14
Thanksgiving
Course Content
Week 01
Welcome To Data Analytics
Working with R and RStudio
Week 02
Reintroducing the tidyverse
(Re)introduction to Visualization
Week 03
Effective Visualizations
Visualizations in Practice
Week 04
Advanced Visualizations
Data Wrangling
Week 05
Spatial Data Wrangling and Data Hunting I
Data Hunting II
Week 06
Probability and Statistics
Uncertainty
Week 07
Foundations of Linear Regression
Introduction to Regression
Week 08
Linear Regression II
Linear Regression: Interpreting Coefficients
Week 09
Group Presentations
Week 10
Linear Regression III
Model Selection in Linear Regression
Week 11
Nonparametric Regression
Nonparametric Regression
Week 12
Bias-Variance Tradeoff
Shrinkage with LASSO, Ridge, and Random Forests
Week 13
Classification
Illustrating Classification
Week 14
Text as Data
Thanksgiving
On this page
Happy Thanksgiving
Course Content
Week 14
Thanksgiving
Thanksgiving
Happy Thanksgiving