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
Introduction to the tidyverse
Introduction to Visualization
Week 03
Effective Visualizations
ggplot2: Everything you ever wanted to know
Week 04
Visualizations in Practice
Visualizations
Week 05
Data Wrangling
Wrangle some Data
Week 06
Probability and Statistics
Visualizing 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
Week 15
Geospatial with R
Geospatial with R
On this page
Happy Thanksgiving
Course Content
Week 14
Thanksgiving
Thanksgiving
Happy Thanksgiving