YoVDO

Getting AI to Do Things I Can't - Automatically Searching and Explaining Patterns in Text

Offered By: USC Information Sciences Institute via YouTube

Tags

Artificial Intelligence Courses Machine Learning Courses SQL Courses Epistemology Courses Text Analysis Courses Database Management Courses Pattern Recognition Courses Human-AI Interaction Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore cutting-edge approaches to harnessing AI systems for complex tasks in natural language processing during this 53-minute talk presented by Ruiqi Zhong from the University of California, Berkeley. Delve into two key NLP tasks: automatically identifying and explaining goal-relevant patterns in large text collections, and utilizing AI to assist non-programmers in labeling complex SQL programs with expert-level accuracy. Learn how to develop tools that enable effective human scrutiny of AI behavior with minimal effort, potentially uncovering insights beyond human expert anticipation. Gain valuable insights into the speaker's research on AI alignment and his work on enabling human supervision of AI systems for tasks where ground truth is challenging to determine.

Syllabus

Getting AI to Do Things I Can’t


Taught by

USC Information Sciences Institute

Related Courses

Introduction to Artificial Intelligence
Stanford University via Udacity
Natural Language Processing
Columbia University via Coursera
Probabilistic Graphical Models 1: Representation
Stanford University via Coursera
Computer Vision: The Fundamentals
University of California, Berkeley via Coursera
Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent