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

YouTube

Machines - How Do They Learn and Where Are They Headed?

Institute for Advanced Study via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the fascinating world of machine learning in this 56-minute lecture from the Institute for Advanced Study. Delve into key concepts such as curve fitting, movie reviews, and unsupervised learning. Discover how neural networks function, including their training process and applications in object recognition and captioning. Compare machine learning to human thinking and examine the challenges and limitations of current AI systems. Gain insights into the future directions of artificial intelligence and its potential impact on various fields.

Syllabus

Introduction
Machine Learning
Curve Fitting
Movie Reviews
Hypothesis
Example
Misconceptions
Unsupervised Learning
Summary
How Humans Think
Conclusion
Neural Networks
Training Neural Networks
Object Recognition
Neural Network
Captioning
Challenges
Outside the box

Taught by

Institute for Advanced Study

Reviews

Start your review of Machines - How Do They Learn and Where Are They Headed?

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.