| Date | Class Materials | Supplemental Materials | Labs | |
|---|---|---|---|---|
| Mon | 3/30 | Introduction to Data slides | colab |
||
| Tue | 3/31 | Introduction to Notebooks and Colab | ||
| Wed | 4/1 | Relationships between Categorical Variables slides | colab |
Lab 1A assigned | |
| Thu | 4/2 | Comparing COVID Fatalities | ||
| Fri | 4/3 | Quantitative Variables slides | colab |
"The Shock of the Mean" | Lab 1B assigned |
| Date | Class Materials | Supplemental Materials | Labs | |
|---|---|---|---|---|
| Mon | 4/6 | Split-Apply-Combine Paradigm slides | colab |
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| Tue | 4/7 | Who is Faster -- Usain Bolt or Michael Phelps | ||
| Wed | 4/8 | Multivariate Data and the Grammar of Graphics slides | colab |
Lab 2A assigned | |
| Thu | 4/9 | 2000 U.S. Presidential Election in Florida | ||
| Fri | 4/10 | Distances between Observations slides | colab |
Challenger Data Analysis Challenger Data Reading |
|
| Date | Class Materials | Supplemental Materials | Labs | |
|---|---|---|---|---|
| Mon | 4/13 | Encoding Categorical Variables as Quantitative slides | colab |
Sparse matrix (Wikipedia) | Lab 1B due |
| Tue | 4/14 | Cars and Fuel Efficiency | ||
| Wed | 4/15 | Textual Data and the Bag-of-Words Representation slides | colab |
||
| Thu | 4/16 | Recommending Colleges | ||
| Fri | 4/17 | Vector Space Model and TF-IDF slides | colab |
Lab 2A due |
| Date | Class Materials | Supplemental Materials | Labs | |
|---|---|---|---|---|
| Mon | 4/20 | Exam 1 (in class) | Lab 3A assigned | |
| Tue | 4/21 | Matching Dating Profiles | ||
| Wed | 4/22 | Introduction to Machine Learning slides | colab |
Lab 2B due | |
| Thu | 4/23 | Who Wrote the Gospels | Synoptic Gospels | |
| Fri | 4/24 | K-Nearest Neighbors slides | colab |
Lab 3B assigned |