Machine Learning class taught at ISU, Fall 2020
The source files in Markdown are always the latest. There maybe delays in PDF syncing. To get the most up-to-date slides, compile the Markdown from PDF using Pandoc. An example script to convert from Markdown to PDF is make.sh.
- Introduction
- Linear classifiers
- Decision trees
- SVMs
- Regression
- Neural networks
- Deep Learning
To setup the Jupyter Hub (TLJH), follow this instruction. If run into errors, try this first. Accessible only from on-campus or on-VPN.