| Tutorial | Topics |
|---|---|
| 001 | Jupyter Notebooks |
| 002 | GitHub I: overview and make account |
| 003 | GitHub II: make a repo |
| 004 | The Terminal (or Windows Console) |
| 005 | GitHub III: committing and pushing changes |
| 006 | Python I: Reading and writing data files |
| 007 | Python II: Describe data: A dive into visualizing data distributions |
| 008 | Python III: Visualizing relationships |
| 009 | Intro to lists and numpy arrays |
| 010 | Simulation: numpy, combining arrays, random #s (currently plane noise) |
| 011 | Simulation II: more of above (currently heart rate) |
| 012 | for and while loops |
| 013 | Logic, if-else, while loops |
| 014 | Making correlated datasets |
| 015 | plotting: matplotlib fundamentals |
| 016 | functions |
| 017 | Intro to data wrangling |
| 018 | Automating data wraggling |
| 019 | functions and modules |
| 020 | Seaborn overview |
| 021 | Pandas I - basic objects |
| 022 | Pandas II - methods, indexing, grouping |
| 023 | Time Series |