Every Machine Learning Algorithm in 10 min.

0:00 What it learns 0:59 Linear regression 2:07 Decision trees 3:22 k-means 4:37 Neural networks 5:52 Overfitting Most people think machine learning is one mysterious thing. It is really a small handful of simple ideas. This is the whole field in about 10 minutes. How a computer learns a rule from examples instead of being told it. How linear regression fits a line to predict a number. How a decision tree asks its way down to a category. How k-means finds groups in data that has no labels at all. How a neural network stacks tiny weighted sums into the engine behind modern AI. And the one rule that decides which model is any good: it is only as smart as its score on data it has never seen. #machinelearning #ai #datascience #algorithms #neuralnetworks #felloclass