Ask HN: A.I. Hello World?

It's a bit more complex than Hello World, but doing digit recognition with the MNIST dataset is a common "first project" type of thing.

I think the most common thing to implement is the perceptron algorithm from scratch.

I would recommend Pattern Recognition and Machine Learning by Christopher M. Bishop. It assumes no previous knowledge of pattern recognition or machine learning.