NOTES / MACHINE LEARNING

Machine Learning

Model selection, loss functions, generalization, neural networks, and reinforcement learning.

7 pieces

Reinforcement Learning

Training via exploration

Characterizing Two Fundamental Spaces in Data Science

The expected absolute error is minimized when the prediction is the median of the observations.

Intro to data space and parameter space.

Which one is appropriate for the task at hand?

Minimize biasedness, variance, or MSE?

A bird's eye view of a tremendously deep field within machine learning.