This repository holds artifacts used in learning workshops coordinated by the ISAB Data Science Committee (IDSC). Since there is no sensitive or proprietary content, the materials are made available publicly. Certain workshops may be repeated from time to time. So there is an interest in incorporating feedback to improve these materials. If you have an idea for improvement, feel free to open an issue.
| Directory | Workshop Description |
|---|---|
| Postman | Postman API testing |
| git | Introduction to Git and GitHub |
| Crypto Fundamentals | Introduction to Cryptographic Concepts and SSH |
| regex | Introduction to regular expressions and their use in APIs |
| R Programming | Statistics and Programming with R |
| Python Programming | Python and Data Analysis |
| distributions | Gaining familiarity with Python and/or R via a review of elementary probability distributions |
Many presentations are provided as Jupyter notebooks.
These are indicated by files with a .ipynb extension.
While intended to be rendered by a Jupyter notebook server where they
can be altered and re-executed dynamically,
GitHub can render them statically. However, the JavaScript that
provides the rendering comes from https://render.githubusercontent.com/.
If your firewall configuration does not allow this address,
then when you select a .ipynb or .pdf file, the content will
fail to load.
You can remedy this by loading https://render.githubusercontent.com/ into your browser. Since this page was not intended to be invoked directly, it will simply present a default image.
After successfully loading this page, the .ipynb and .pdf
content should load.
ISAB (Information Systems Advisory Body) is a sub-committee of the CCJCC (Countywide Criminal Justice Coordination Committee) of Los Angeles County. As described on the official ISAB site, ISAB is a multi-jurisdictional organization serving the justice communities within the County of Los Angeles. The ISAB Data Science Committee (IDSC) addresses data science issues faced by the community. This repository addresses the issues of skills development. It is not intended as an endorsement of any product or technology.
The workshops are as interactive as possible. Attendance in-person is not always practical due to space, location, and time constraints. These workshop provide materials for practitioners to reference during the workshop as well as before/after the workshop.