Block 6: Important challenges
Suggested work for this block
The primary focus of your time these weeks should be the mini-project and the lab.
Lecture L9: Some challenges in machine learning
Recommended reading: Ch. 11.5 + 12.1
Want to learn more?
There are many open challenges in machine learning research – theoretical, practical and ethical. Here are some examples
Problems of using black box models rather than interpretable models:
Problems of parity and fairness: Links to an external site.