New Advances in Artificial Intelligence and Machine Learning

[Tier 1, Lecture 3] This video describes modern advances in machine learning and artificial intelligence, which are rapidly evolving technologies. Topics include generative AI (diffusion models, DALL-E 2, ChatGPT, etc.), reinforcement learning, computer vision, etc. %%% CHAPTERS %%% 0:00 Overview 1:04 Image Classification 3:14 The Importance of Training Data 7:19 Generative Images 8:22 Image Captioning 9:18 DALL-E 2 11:08 History of Deep Dream 14:15 Text Generation and NLP 16:24 ChatGPT and LLMs 18:55 What is ML good at? 20:36 Reinforcement Learning and Atari 24:45 Chaos and Weather 26:45 Outro