Lecture 6 (16/03/2018): deep learning and word embeddings (1)

Introduction to neural networks. The perceptron. Neural units. Activation functions. MaxEnt and softmax. Word embeddings: rationale and word2vec. CBOW and skipgram. Homework 1 assignment!