Overview
Explore the evolution and current state of artificial intelligence in this 47-minute primer video from a16z. Delve into the history of AI, from early machine translation and expert systems to the recent breakthroughs in deep learning and neural networks. Discover why Silicon Valley is buzzing about AI again and learn how deep learning is transforming various aspects of everyday life, including human reasoning, natural language processing, and food preparation. Gain insights into the rapid progress of machine intelligence, illustrated by examples such as self-driving cars and DARPA challenges. Understand the basics and beyond of AI and deep learning through a comprehensive slide presentation delivered by Frank Chen, head of a16z's Deal and Research team.
Syllabus
Intro
Silicon Valleys buzzing
History of AI
Machine Translation
Expert Systems
Why are people so excited
How neural networks work
Machine learning and deep learning
Deep learning in everyday life
Deep learning on human reasoning
Deep learning on human performance
Natural language processing
Deep learning
Food preparation
Deep learning and AI inside
Taught by
a16z