Explore the cutting-edge field of AI automation with IBM's Lisa Amini in this 50-minute conference talk. Delve into the evolution of AI, its impact on industry, and the intricacies of the data science pipeline. Discover innovative search strategies, performance evaluation techniques, and optimization frameworks that drive AI advancement. Gain insights into industry challenges, AI competitions, and the emerging concept of program induction. Engage with thought-provoking questions and expand your understanding of how automation is shaping the future of artificial intelligence.
Overview
Syllabus
Introduction
IBM Research
Evolution of AI
AI and Industry
Data Science Pipeline
Automation of AI
Search strategy
Performance evaluation strategy
Optimization framework
Industry challenges
AI Competitions
Questions
Program Induction
Taught by
MITCBMM
