YoVDO

DynaTask: A New Open Source Approach for AI Benchmarking

Offered By: Toronto Machine Learning Series (TMLS) via YouTube

Tags

Artificial Intelligence Courses Machine Learning Courses Model Evaluation Courses Open Source Courses Human-AI Interaction Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore a new open source paradigm for AI benchmarking called DynaTask in this 48-minute conference talk by Sam Lightstone, Software Engineer at Facebook. Discover how this novel benchmark suite utilizes dynamic adversarial data collection to evaluate AI models and assess their vulnerability to human deception. Learn about the importance of robust AI evaluation methods and gain insights into the latest advancements in AI benchmarking techniques. Understand the potential implications of DynaTask for improving AI model performance and resilience against adversarial attacks.

Syllabus

DynaTask, A New Open Source Approach for AI Benchmarking


Taught by

Toronto Machine Learning Series (TMLS)

Related Courses

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