# CS230

- Page: https://shared.btbytes.com/p/cs230
- Date: 2022-11-27
- Tags: ai, deep-learning

<date class="wlogdate">2022-11-27</date>

AI Classes often discuss - Deep learning, Machine learning, Probabilistic Graphical Models, Planning algorithms (eg: motion planning), Search algorithms, Knowledge representation (knowledge graphs), Game theory.

Deep learning was much more attractive brand compared to Neural networks.


The DL/ML field has taken off, driven by more data and more computation, and the positive feedback loop by users; lot of Algorithmic innovations.

[Software Design Book](https://web.stanford.edu/~ouster/cgi-bin/book.php) by John Ousterhout

"collect more data" vs "tune hyper parameters" - systematic approach to making this decision is the distinction between a beginner and a experienced person.