# Deep Learning for Beginners Notes for "Deep Learning" by Ian Goodfellow, Yoshua Bengio, and Aaron Courville. ## Machine Learning * Machine learning is a branch of statistics that uses samples to approximate functions. * We have a true underlying function or distribution that generates data, but we don't know what it is. * We can sample this function, and these samples form our training data. * E