| 1 |
09/02 |
GitHub, Markdown, Google Colab, Jupyter Notebook |
Resume in Markdown format |
| 2 |
09/09 |
Python - Data Types, Collections (str, list), & Control Flow |
Implement descriptive statistics |
| 3 |
09/16 |
Python - dictionary, comprehension, function, |
Print a matrix of random numbers |
| 4 |
09/23 |
Python vs Pandas - Python Input/Output & Pandas Intro |
Census Costs |
| 5 |
09/30 |
Pandas - Accessing rows, columns, cells, and query |
Survey Data |
| 6 |
10/07 |
Pandas - Groupby, Merge/Concat/Join, Pivot, & tidy data |
Survey Data |
| 7 |
10/14 |
Dataviz - Matplotlib, Seaborn, Plotly, distro (histogram/boxplot) |
Survay Data |
| 8 |
10/21 |
Plotly - Ranking/Part-of-Whole (bar, pie, pareto, sunburst) |
WDX |
| 9 |
10/28 |
Plotly - Association (scatter, heatmap, pairwise scatter) |
WDX |
| 10 |
11/04 |
Plotly - Geospatial & Time Series (Choropleth, Line) |
WDX |
| 11 |
11/11 |
Inferential Statistics - Probability, Normal Dist. LLN, & CLT |
Individual Project Part A Due |
| 12 |
11/18 |
Inferential Statistics - Point and Interval Estimation |
Outside Speaker - EzAnalytix.com |
| HOLIDAY |
11/25 |
Thanksgiving, NO CLASS |
Happy Holiday! |
| 13 |
12/02 |
Inferential Statistics - Hypothesis Testing using EZAnalytix.com |
|
| 14 |
12/09 |
pythonanywhere.com - bash, Python scripts, pip, venv |
Last Class, Hooray! |