Machine Learning Workshop at MIT Sloan

Intro material to hands-on machine learning workshop at MIT Sloan, October 2018.

32:33 - Intro to Python
70:30 - Intro to Machine Learning

Colab notebook:

Slides:
- AGI as the motivation for machine learning
- Moore's law, exponential growth
- ML terminology
- Building ML pipelines
- Bias and variance
- Introduction to probability
- Introduction to matrices
- Nonlinearities