Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 6 - Simple and LSTM RNNs

For more information about Stanford's Artificial Intelligence professional and graduate programs visit: https://stanford.io/3CvSXpK This lecture covers: 1. RNN Language Models (25min) 2. Other uses of RNNs (8 min) 3. Exploding and vanishing gradients (15 min) 4. LSTMs (20 min) 5. Bidirectional and multi-layer RNNs (12 min) To learn more about this course visit: https://online.stanford.edu/courses/c... To follow along with the course schedule and syllabus visit: http://web.stanford.edu/class/cs224n/ Professor Christopher Manning Thomas M. Siebel Professor in Machine Learning, Professor of Linguistics and of Computer Science Director, Stanford Artificial Intelligence Laboratory (SAIL) #naturallanguageprocessing #deeplearning