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1
Overview
2
Image Classification
3
The Importance of Training Data
4
Generative Images
5
Image Captioning
6
DALL-E 2
7
History of Deep Dream
8
Text Generation and NLP
9
ChatGPT and LLMs
10
What is ML good at?
11
Reinforcement Learning and Atari
12
Chaos and Weather
13
Outro
Description:
Explore modern advances in machine learning and artificial intelligence in this 28-minute lecture. Delve into topics such as image classification, generative AI (including diffusion models, DALL-E 2, and ChatGPT), reinforcement learning, and computer vision. Learn about the importance of training data, image captioning, the history of Deep Dream, text generation, and natural language processing. Discover what machine learning excels at, how reinforcement learning applies to Atari games, and the connection between chaos theory and weather prediction. Gain insights into rapidly evolving AI technologies and their wide-ranging applications.

New Advances in Artificial Intelligence and Machine Learning - Lecture 3

Steve Brunton
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