Lecture 3 (01/03/2021, 3 hours): Machine Learning basics and PyTorch

Introduction to Machine Learning for Natural Language Processing: supervised vs. unsupervised vs. reinforcement learning. Features, feature vector representations.
Introduction to PyTorch. Introduction to deep learning for NLP. The perceptron. Colab notebook with PyTorch basics.