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

Mining Massive Datasets
Stanford University via edX Nearest Neighbor Collaborative Filtering
University of Minnesota via Coursera Practical Deep Learning For Coders
fast.ai via Independent Data Mining: Theories and Algorithms for Tackling Big Data | 数据挖掘：理论与算法
Tsinghua University via edX ความรู้พื้นฐานเกี่ยวกับบิ๊กดาตา | Big Data Concept
Sukhothai Thammathirat Open University via ThaiMOOC