YoVDO

Deep Neural Networks for YouTube Recommendations

Offered By: Aladdin Persson via YouTube

Tags

Neural Networks Courses Deep Learning Courses Recommendation Systems Courses

Course Description

Overview

Review a paper on deep neural networks for YouTube recommendations in this 23-minute video. Explore the architecture and techniques used by YouTube to create personalized video recommendations at scale. Gain insights into the challenges of building a recommendation system for a platform with billions of videos and users. Learn about the two-stage approach involving candidate generation and ranking, and understand how deep neural networks are applied to improve recommendation quality and user engagement.

Syllabus

[Paper Review]: Deep Neural Networks for YouTube Recommendations


Taught by

Aladdin Persson

Related Courses

Neural Networks for Machine Learning
University of Toronto via Coursera Good Brain, Bad Brain: Basics
University of Birmingham via FutureLearn Statistical Learning with R
Stanford University via edX Machine Learning 1—Supervised Learning
Brown University via Udacity Fundamentals of Neuroscience, Part 2: Neurons and Networks
Harvard University via edX