Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Introduction to Explainable AI

TensorFlow via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Dive into the world of Explainable AI in this 46-minute TensorFlow ML Tech Talk. Explore a comprehensive taxonomy of machine learning interpretability methods, gain insights through an in-depth implementation of Integrated Gradients, and discover the importance of selecting attribution baselines. Learn about the fundamental concepts of Explainable AI, its significance in modern machine learning, and get a glimpse into future research directions in this field. Enhance your understanding of interpretable ML techniques and their practical applications, equipping yourself with valuable knowledge to create more transparent and accountable AI systems.

Syllabus

- Intro
- What is Explainable AI?
- Interpretable ML methods
- Deepdive: Integrated Gradients IG
- Picking baselines and future research directions

Taught by

TensorFlow

Reviews

Start your review of Introduction to Explainable AI

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.