| 01 |
Sep 01 |
GitHub, Markdown, Google Colab, Jupyter Notebook |
Resume in Markdown format |
| 02 |
Sep 08 |
Python - Data Types, Collections (str, list), & Control Flow |
Implement descriptive statistics |
| 03 |
Sep 15 |
Python - dictionary, comprehension, function, |
Print a matrix of random numbers |
| 04 |
Sep 22 |
Python vs Pandas - Python Input/Output & Pandas Intro |
Census Costs |
| 05 |
Sep 29 |
Pandas - Accessing rows, columns, cells, and query |
Survey Data |
| 06 |
Oct 06 |
Pandas - Groupby, Merge/Concat/Join, Pivot, & tidy data |
Survey Data |
| 07 |
Oct 13 |
Dataviz - Matplotlib, Seaborn, Plotly, distro (histogram/boxplot) |
Survay Data |
| 08 |
Oct 20 |
Plotly - Ranking/Part-of-Whole (bar, pie, pareto, sunburst) |
Assignment 08 |
| 09 |
Oct 27 |
Plotly - Association (scatter, heatmap, pairwise scatter) |
Individual Project Part A |
| 10 |
Nov 03 |
Plotly - Geospatial & Time Series (Choropleth, Line) |
Individual Project Part B |
| 11 |
Nov 10 |
Inferential Statistics - Probability, Normal Dist. LLN, & CLT |
Assignment 09 |
| 12 |
Nov 17 |
Inferential Statistics - Point and Interval Estimation |
Assignment 10 |
| BREAK |
Nov 24 |
Thanksgiving - NO CLASS |
Happy Holiday |
| 13 |
Dec 01 |
Inferential Statistics - Hypothesis Testing |
No Assignment |
| 14 |
Dec 08 |
pythonanywhere.com - bash, git, Python scripts, pip, venv, website |
No Assignment |
| 15 |
Dec 15 |
Last Class |
No Assignment |