| 1 |
8/26 |
Introduction to Data Science & R |
Slides |
Lab |
|
| 2 |
9/2 |
Version Control & Reproducible Research |
Slides |
Lab |
|
| 3 |
9/9 |
Exploratory Data Analysis |
Slides |
Lab |
HW1 |
| 4 |
9/16 |
Data Visualization |
Slides |
Lab |
|
| 5 |
9/23 |
Data Cleaning and Wrangling |
Slides |
Lab |
HW2 |
| 6 |
9/30 |
Text Mining & Sentiment Analysis |
Slides |
Lab |
|
|
10/7 |
Review (NO LAB - FALL RECESS) |
|
|
Midterm |
| 7 |
10/14 |
Scraping, APIs, & Regular Expressions |
Slides |
Lab |
|
| 8 |
10/21 |
Efficiency & High Performance Computing |
Slides |
Lab |
HW3 |
| 9 |
10/28 |
SQL & Managing Big Data |
Slides |
Lab |
|
| 10 |
11/4 |
Interactive Visualization |
Slides |
Lab |
HW4 |
| 11 |
11/11 |
Building a Website (NO CLASS WED - VETERAN’S DAY) |
Slides |
Lab |
|
| 12 |
11/18 |
Unsupervised Learning OR Interactive Visualization II |
|
|
|
|
11/25 |
NO CLASS - THANKSGIVING |
|
|
Final |
| 13 |
12/2 |
Nonparametric Statistics |
|
|
|