| 1 |
8/29 |
Introduction to Data Science and R |
Slides |
Lab |
|
| 2 |
9/5 |
Version Control & Reproducible Research |
Slides |
Lab |
|
| 3 |
9/12 |
Exploratory data analysis |
Slides |
Lab |
HW1 |
| 4 |
9/19 |
Data visualization |
Slides |
Lab |
|
| 5 |
9/26 |
Data Cleaning and Wrangling |
Slides |
Lab |
HW2 |
| 6 |
10/3 |
Text Mining & Sentiment Analysis |
Slides |
Lab |
|
|
10/10 |
NO CLASS - FALL RECESS |
|
|
Midterm |
| 7 |
10/17 |
Scraping, APIs, and Regular Expressions |
Slides |
Lab |
|
| 8 |
10/24 |
Efficiency and High Performance Computing |
Slides |
Lab |
HW3 |
| 9 |
10/31 |
SQL and Managing Big Data |
Slides |
Lab |
|
| 10 |
11/7 |
Interactive Visualization & Effective Data Communication I |
Slides |
Lab |
HW4 |
| 11 |
11/14 |
Interactive Visualization & Effective Data Communication II |
Slides |
Lab |
|
| 12 |
11/21 |
Nonparametric Statistics |
Slides |
|
Final |
|
11/28 |
NO CLASS - THANKSGIVING |
|
|
|
| 13 |
12/5 |
Final Project Workshop |
|
|
|