NLP with Deep Learning: Lecture 1 on Word Vectors
Stanford University School of Engineering · Lecture · YouTube title: Lecture 1 | Natural Language Processing with Deep Learning
Why it's here
Recommended as one of the best free courses for learning modern deep learning for NLP.
What it covers
The first lecture of Stanford's Natural Language Processing with Deep Learning course, taught by Chris Manning and Richard Socher. It introduces NLP and word vectors, including SVD, skip-gram, CBOW, negative sampling and word2vec.