CS230 focuses on deep learning and goes the deepest in the practical know-how in how to apply these algorithms.
What has happened in the last decade is, the amount of math you need to be a great machine learning person has actually decreased. Do less math in CS230 but spend more time teaching you the practical know-how of how to actually apply these algorithms.
Schopping mall + website ≠ Internet company:
- A/B testing
- Short shipping times.
- Decision making by engineers.
Company + Neural network ≠ AI company:
- Strategic data acquisition.
- Unified data warehouses.
- Pervasive automation.
- New job descriptions.