- Course outline draft
- Slack signup page - https://join.slack.com/t/georgebrowntech/signup
Python Data Science Handbook: Essential Tools for Working with Data (by Jake VanderPlas)
- Read online
- GitHub repository: https://github.com/jakevdp/PythonDataScienceHandbook
- Anaconda download page: https://www.anaconda.com/download/ (Use the Python 3.6 version)
- Basic tutorial about git and GitHub: video (skip it if you used git before)
- Lab notebook - Sept 4th
- Lecture notebook - Sept 6th
- Recommended Video: Making data mean more through storytelling by Ben Wellington at TEDxBroadway (15 min)
- Lab - Sept 11
- Lab notebook - Sept 11
- numpy exercise
- A playlist of several good short videos introducing different types of plots with matplotlib This link skips the first video in the playlist because it talks about installation and you already have matplotlib installed via Anaconda.
- Basic plotting tutorial on matplotlib website
- Recommended plotting exercise
- Lecture - Sept 13
- Slides (not too many of them, most of the lecture is live / whiteboard)
- Whiteboard screenshot (png image, for full resolution click "Download" above the image)
- IPython transcript (What the instrucor was typing - no output. Not usefully runnable as a single Python file)
- Facts and Myths about Python names and values - by Ned Batchelder at PyCon 2015 (video, 25min)