Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Xavier AmatriainSeguir

Cofounder/CTO at Curai em Curai

21 de Jul de 2014•0 gostou•184,236 visualizações

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Recommender Systems (Machine Learning Summer School 2014 @ CMU)

21 de Jul de 2014•0 gostou•184,236 visualizações

Baixar para ler offline

Tecnologia

Slides for my 4 hour tutorial on Recommender Systems at the 2014 Machine Learning School at CMU

Xavier AmatriainSeguir

Cofounder/CTO at Curai em Curai

Recomendados

Recommender system algorithm and architecture

Recommender system algorithm and architecture

Recommender system algorithm and architectureLiang Xiang40.6K visualizações•39 slides

Recent advances in deep recommender systems

Recent advances in deep recommender systems

Recent advances in deep recommender systemsNAVER Engineering1.9K visualizações•70 slides

Recommender system introduction

Recommender system introduction

Recommender system introductionLiang Xiang12.2K visualizações•39 slides

An introduction to Recommender Systems

An introduction to Recommender Systems

An introduction to Recommender SystemsDavid Zibriczky2.2K visualizações•105 slides

Recommendation Systems

Recommendation Systems

Recommendation SystemsRobin Reni844 visualizações•46 slides

How to build a recommender system?

How to build a recommender system?

How to build a recommender system?blueace25.6K visualizações•37 slides

Mais conteúdo relacionado

Mais procurados

Introduction to Recommendation Systems

Introduction to Recommendation Systems

Introduction to Recommendation SystemsTrieu Nguyen11.7K visualizações•40 slides

Recommendation engines

Recommendation engines

Recommendation enginesGeorgian Micsa7.1K visualizações•20 slides

Recommender system

Recommender system

Recommender systemNilotpal Pramanik559 visualizações•32 slides

Boston ML - Architecting Recommender Systems

Boston ML - Architecting Recommender Systems

Boston ML - Architecting Recommender SystemsJames Kirk8.5K visualizações•63 slides

Recommendation system

Recommendation system

Recommendation system Vikrant Arya52.6K visualizações•24 slides

Recommendation System Explained

Recommendation System Explained

Recommendation System ExplainedCrossing Minds10.1K visualizações•64 slides

Mais procurados(20)

Introduction to Recommendation Systems

Introduction to Recommendation Systems

Introduction to Recommendation Systems

Trieu Nguyen•11.7K visualizações

Recommendation engines

Recommendation engines

Recommendation engines

Georgian Micsa•7.1K visualizações

Recommender system

Recommender system

Recommender system

Nilotpal Pramanik•559 visualizações

Boston ML - Architecting Recommender Systems

Boston ML - Architecting Recommender Systems

Boston ML - Architecting Recommender Systems

James Kirk•8.5K visualizações

Recommendation system

Recommendation system

Recommendation system

Vikrant Arya•52.6K visualizações

Recommendation System Explained

Recommendation System Explained

Recommendation System Explained

Crossing Minds•10.1K visualizações

Collaborative Filtering using KNN

Collaborative Filtering using KNN

Collaborative Filtering using KNN

Şeyda Hatipoğlu•13.1K visualizações

Recommender Systems

Recommender Systems

Recommender Systems

Girish Khanzode•8.5K visualizações

Tutorial on Deep Learning in Recommender System, Lars summer school 2019

Tutorial on Deep Learning in Recommender System, Lars summer school 2019

Tutorial on Deep Learning in Recommender System, Lars summer school 2019

Anoop Deoras•2.2K visualizações

Recommendation system

Recommendation system

Recommendation system

Akshat Thakar•950 visualizações

Past, present, and future of Recommender Systems: an industry perspective

Past, present, and future of Recommender Systems: an industry perspective

Past, present, and future of Recommender Systems: an industry perspective

Xavier Amatriain•11K visualizações

Recommender systems using collaborative filtering

Recommender systems using collaborative filtering

Recommender systems using collaborative filtering

D Yogendra Rao•3.3K visualizações

Recommender systems: Content-based and collaborative filtering

Recommender systems: Content-based and collaborative filtering

Recommender systems: Content-based and collaborative filtering

Viet-Trung TRAN•11.2K visualizações

Personalizing "The Netflix Experience" with Deep Learning

Personalizing "The Netflix Experience" with Deep Learning

Personalizing "The Netflix Experience" with Deep Learning

Anoop Deoras•950 visualizações

Recommendation System

Recommendation System

Recommendation System

Anamta Sayyed•412 visualizações

Collaborative Filtering at Spotify

Collaborative Filtering at Spotify

Collaborative Filtering at Spotify

Erik Bernhardsson•92.8K visualizações

Tutorial: Context In Recommender Systems

Tutorial: Context In Recommender Systems

Tutorial: Context In Recommender Systems

YONG ZHENG•11.5K visualizações

Movie lens recommender systems

Movie lens recommender systems

Movie lens recommender systems

Kapil Garg•1.3K visualizações

A Hybrid Recommendation system

A Hybrid Recommendation system

A Hybrid Recommendation system

Pranav Prakash•2.7K visualizações

From Idea to Execution: Spotify's Discover Weekly

From Idea to Execution: Spotify's Discover Weekly

From Idea to Execution: Spotify's Discover Weekly

Chris Johnson•270.2K visualizações

Destaque

Recsys 2016 tutorial: Lessons learned from building real-life recommender sys...

Recsys 2016 tutorial: Lessons learned from building real-life recommender sys...

Recsys 2016 tutorial: Lessons learned from building real-life recommender sys...Xavier Amatriain16.5K visualizações•46 slides

Recommender Systems

Recommender Systems

Recommender SystemsT21243.8K visualizações•43 slides

Building a Recommendation Engine - An example of a product recommendation engine

Building a Recommendation Engine - An example of a product recommendation engine

Building a Recommendation Engine - An example of a product recommendation engineNYC Predictive Analytics65.8K visualizações•40 slides

S6211 - CuMF: Large-Scale Matrix Factorization on Just One Machine with GPUs

S6211 - CuMF: Large-Scale Matrix Factorization on Just One Machine with GPUs

S6211 - CuMF: Large-Scale Matrix Factorization on Just One Machine with GPUsIBM1.4K visualizações•22 slides

Recsys 2014 Tutorial - The Recommender Problem Revisited

Recsys 2014 Tutorial - The Recommender Problem Revisited

Recsys 2014 Tutorial - The Recommender Problem RevisitedXavier Amatriain27K visualizações•112 slides

Past present and future of Recommender Systems: an Industry Perspective

Past present and future of Recommender Systems: an Industry Perspective

Past present and future of Recommender Systems: an Industry PerspectiveXavier Amatriain7.2K visualizações•20 slides

Destaque(9)

Recsys 2016 tutorial: Lessons learned from building real-life recommender sys...

Recsys 2016 tutorial: Lessons learned from building real-life recommender sys...

Recsys 2016 tutorial: Lessons learned from building real-life recommender sys...

Xavier Amatriain•16.5K visualizações

Recommender Systems

Recommender Systems

Recommender Systems

T212•43.8K visualizações

Building a Recommendation Engine - An example of a product recommendation engine

Building a Recommendation Engine - An example of a product recommendation engine

Building a Recommendation Engine - An example of a product recommendation engine

NYC Predictive Analytics•65.8K visualizações

S6211 - CuMF: Large-Scale Matrix Factorization on Just One Machine with GPUs

S6211 - CuMF: Large-Scale Matrix Factorization on Just One Machine with GPUs

S6211 - CuMF: Large-Scale Matrix Factorization on Just One Machine with GPUs

IBM•1.4K visualizações

Recsys 2014 Tutorial - The Recommender Problem Revisited

Recsys 2014 Tutorial - The Recommender Problem Revisited

Recsys 2014 Tutorial - The Recommender Problem Revisited

Xavier Amatriain•27K visualizações

Past present and future of Recommender Systems: an Industry Perspective

Past present and future of Recommender Systems: an Industry Perspective

Past present and future of Recommender Systems: an Industry Perspective

Xavier Amatriain•7.2K visualizações

How to Build a Recommendation Engine on Spark

How to Build a Recommendation Engine on Spark

How to Build a Recommendation Engine on Spark

Caserta •37.5K visualizações

Collaborative Filtering and Recommender Systems By Navisro Analytics

Collaborative Filtering and Recommender Systems By Navisro Analytics

Collaborative Filtering and Recommender Systems By Navisro Analytics

Navisro Analytics•22.7K visualizações

Collaborative Filtering Recommendation System

Collaborative Filtering Recommendation System

Collaborative Filtering Recommendation System

Milind Gokhale•10.7K visualizações

Similar a Recommender Systems (Machine Learning Summer School 2014 @ CMU)

Kdd 2014 Tutorial - the recommender problem revisited

Kdd 2014 Tutorial - the recommender problem revisited

Kdd 2014 Tutorial - the recommender problem revisitedXavier Amatriain46.8K visualizações•135 slides

Recommandation systems -

Recommandation systems -

Recommandation systems - Yousef Fadila206 visualizações•48 slides

Modern Perspectives on Recommender Systems and their Applications in Mendeley

Modern Perspectives on Recommender Systems and their Applications in Mendeley

Modern Perspectives on Recommender Systems and their Applications in MendeleyKris Jack2.2K visualizações•46 slides

Introduction to recommender systems

Introduction to recommender systems

Introduction to recommender systemsAndrea Gigli226 visualizações•87 slides

Mini-training: Personalization & Recommendation Demystified

Mini-training: Personalization & Recommendation Demystified

Mini-training: Personalization & Recommendation DemystifiedBetclic Everest Group Tech Team674 visualizações•27 slides

Олександр Обєдніков “Рекомендательные системы”

Олександр Обєдніков “Рекомендательные системы”

Олександр Обєдніков “Рекомендательные системы”Dakiry209 visualizações•20 slides

Similar a Recommender Systems (Machine Learning Summer School 2014 @ CMU)(20)

Kdd 2014 Tutorial - the recommender problem revisited

Kdd 2014 Tutorial - the recommender problem revisited

Kdd 2014 Tutorial - the recommender problem revisited

Xavier Amatriain•46.8K visualizações

Recommandation systems -

Recommandation systems -

Recommandation systems -

Yousef Fadila•206 visualizações

Modern Perspectives on Recommender Systems and their Applications in Mendeley

Modern Perspectives on Recommender Systems and their Applications in Mendeley

Modern Perspectives on Recommender Systems and their Applications in Mendeley

Kris Jack•2.2K visualizações

Introduction to recommender systems

Introduction to recommender systems

Introduction to recommender systems

Andrea Gigli•226 visualizações

Mini-training: Personalization & Recommendation Demystified

Mini-training: Personalization & Recommendation Demystified

Mini-training: Personalization & Recommendation Demystified

Betclic Everest Group Tech Team•674 visualizações

Олександр Обєдніков “Рекомендательные системы”

Олександр Обєдніков “Рекомендательные системы”

Олександр Обєдніков “Рекомендательные системы”

Dakiry•209 visualizações

Impersonal Recommendation system on top of Hadoop

Impersonal Recommendation system on top of Hadoop

Impersonal Recommendation system on top of Hadoop

Kostiantyn Kudriavtsev•1.3K visualizações

Overview of recommender system

Overview of recommender system

Overview of recommender system

Stanley Wang•6.8K visualizações

Social Media Mining - Chapter 9 (Recommendation in Social Media)

Social Media Mining - Chapter 9 (Recommendation in Social Media)

Social Media Mining - Chapter 9 (Recommendation in Social Media)

SocialMediaMining•2.4K visualizações

Introduction to Recommendation Systems

Introduction to Recommendation Systems

Introduction to Recommendation Systems

Zia Babar•362 visualizações

The Hive Think Tank: Machine Learning at Pinterest by Jure Leskovec

The Hive Think Tank: Machine Learning at Pinterest by Jure Leskovec

The Hive Think Tank: Machine Learning at Pinterest by Jure Leskovec

The Hive•2.1K visualizações

Use of data science in recommendation system

Use of data science in recommendation system

Use of data science in recommendation system

AkashPatil334•360 visualizações

Recommender System _Module 1_Introduction to Recommender System.pptx

Recommender System _Module 1_Introduction to Recommender System.pptx

Recommender System _Module 1_Introduction to Recommender System.pptx

Satyam Sharma•10 visualizações

Recommender lecture

Recommender lecture

Recommender lecture

Aravindharamanan S•23 visualizações

Demystifying Recommendation Systems

Demystifying Recommendation Systems

Demystifying Recommendation Systems

Rumman Chowdhury•4.6K visualizações

User Experience Design: an Overview

User Experience Design: an Overview

User Experience Design: an Overview

Julie Grundy•1K visualizações

Suman Bhattacharya, PhD•808 visualizações

Modern Perspectives on Recommender Systems and their Applications in Mendeley

Modern Perspectives on Recommender Systems and their Applications in Mendeley

Modern Perspectives on Recommender Systems and their Applications in Mendeley

Maya Hristakeva•1.7K visualizações

Demystifying recommender systems: know how recommendation systems work

Demystifying recommender systems: know how recommendation systems work

Demystifying recommender systems: know how recommendation systems work

Knoldus Inc.•137 visualizações

Introduction to Recommendation Systems (Vietnam Web Submit)

Introduction to Recommendation Systems (Vietnam Web Submit)

Introduction to Recommendation Systems (Vietnam Web Submit)

Trieu Nguyen•970 visualizações

Mais de Xavier Amatriain

Data/AI driven product development: from video streaming to telehealth

Data/AI driven product development: from video streaming to telehealth

Data/AI driven product development: from video streaming to telehealthXavier Amatriain427 visualizações•50 slides

AI-driven product innovation: from Recommender Systems to COVID-19

AI-driven product innovation: from Recommender Systems to COVID-19

AI-driven product innovation: from Recommender Systems to COVID-19Xavier Amatriain863 visualizações•77 slides

AI for COVID-19 - Q42020 update

AI for COVID-19 - Q42020 update

AI for COVID-19 - Q42020 updateXavier Amatriain1.3K visualizações•29 slides

AI for COVID-19: An online virtual care approach

AI for COVID-19: An online virtual care approach

AI for COVID-19: An online virtual care approachXavier Amatriain1.8K visualizações•15 slides

Lessons learned from building practical deep learning systems

Lessons learned from building practical deep learning systems

Lessons learned from building practical deep learning systemsXavier Amatriain71K visualizações•61 slides

AI for healthcare: Scaling Access and Quality of Care for Everyone

AI for healthcare: Scaling Access and Quality of Care for Everyone

AI for healthcare: Scaling Access and Quality of Care for EveryoneXavier Amatriain2.5K visualizações•29 slides

Mais de Xavier Amatriain(20)

Data/AI driven product development: from video streaming to telehealth

Data/AI driven product development: from video streaming to telehealth

Data/AI driven product development: from video streaming to telehealth

Xavier Amatriain•427 visualizações

AI-driven product innovation: from Recommender Systems to COVID-19

AI-driven product innovation: from Recommender Systems to COVID-19

AI-driven product innovation: from Recommender Systems to COVID-19

Xavier Amatriain•863 visualizações

AI for COVID-19 - Q42020 update

AI for COVID-19 - Q42020 update

AI for COVID-19 - Q42020 update

Xavier Amatriain•1.3K visualizações

AI for COVID-19: An online virtual care approach

AI for COVID-19: An online virtual care approach

AI for COVID-19: An online virtual care approach

Xavier Amatriain•1.8K visualizações

Lessons learned from building practical deep learning systems

Lessons learned from building practical deep learning systems

Lessons learned from building practical deep learning systems

Xavier Amatriain•71K visualizações

AI for healthcare: Scaling Access and Quality of Care for Everyone

AI for healthcare: Scaling Access and Quality of Care for Everyone

AI for healthcare: Scaling Access and Quality of Care for Everyone

Xavier Amatriain•2.5K visualizações

Towards online universal quality healthcare through AI

Towards online universal quality healthcare through AI

Towards online universal quality healthcare through AI

Xavier Amatriain•1.7K visualizações

From one to zero: Going smaller as a growth strategy

From one to zero: Going smaller as a growth strategy

From one to zero: Going smaller as a growth strategy

Xavier Amatriain•1.8K visualizações

Learning to speak medicine

Learning to speak medicine

Learning to speak medicine

Xavier Amatriain•3.7K visualizações

ML to cure the world

ML to cure the world

ML to cure the world

Xavier Amatriain•2.9K visualizações

Recommender Systems In Industry

Recommender Systems In Industry

Recommender Systems In Industry

Xavier Amatriain•5K visualizações

Medical advice as a Recommender System

Medical advice as a Recommender System

Medical advice as a Recommender System

Xavier Amatriain•5.6K visualizações

Staying Shallow & Lean in a Deep Learning World

Staying Shallow & Lean in a Deep Learning World

Staying Shallow & Lean in a Deep Learning World

Xavier Amatriain•7.6K visualizações

Machine Learning for Q&A Sites: The Quora Example

Machine Learning for Q&A Sites: The Quora Example

Machine Learning for Q&A Sites: The Quora Example

Xavier Amatriain•6.2K visualizações

BIG2016- Lessons Learned from building real-life user-focused Big Data systems

BIG2016- Lessons Learned from building real-life user-focused Big Data systems

BIG2016- Lessons Learned from building real-life user-focused Big Data systems

Xavier Amatriain•3.4K visualizações

Strata 2016 - Lessons Learned from building real-life Machine Learning Systems

Strata 2016 - Lessons Learned from building real-life Machine Learning Systems

Strata 2016 - Lessons Learned from building real-life Machine Learning Systems

Xavier Amatriain•5.9K visualizações

Barcelona ML Meetup - Lessons Learned

Barcelona ML Meetup - Lessons Learned

Barcelona ML Meetup - Lessons Learned

Xavier Amatriain•3.2K visualizações

10 more lessons learned from building Machine Learning systems - MLConf

10 more lessons learned from building Machine Learning systems - MLConf

10 more lessons learned from building Machine Learning systems - MLConf

Xavier Amatriain•371.7K visualizações

10 more lessons learned from building Machine Learning systems

10 more lessons learned from building Machine Learning systems

10 more lessons learned from building Machine Learning systems

Xavier Amatriain•180.1K visualizações

Machine Learning to Grow the World's Knowledge

Machine Learning to Grow the World's Knowledge

Machine Learning to Grow the World's Knowledge

Xavier Amatriain•29.6K visualizações

Último

Webhook Testing Strategy

Webhook Testing Strategy

Webhook Testing StrategyDimpy Adhikary57 visualizações•10 slides

Framing Few Shot Knowledge Graph Completion with Large Language Models

Framing Few Shot Knowledge Graph Completion with Large Language Models

Framing Few Shot Knowledge Graph Completion with Large Language ModelsMODUL Technology GmbH39 visualizações•11 slides

Supplier Sourcing_Cathy.pptx

Supplier Sourcing_Cathy.pptx

Supplier Sourcing_Cathy.pptxCatarinaTorrenuevaMa19 visualizações•25 slides

How is AI changing journalism? Strategic considerations for publishers and ne...

How is AI changing journalism? Strategic considerations for publishers and ne...

How is AI changing journalism? Strategic considerations for publishers and ne...Damian Radcliffe81 visualizações•108 slides

Document Understanding as Cloud APIs and Generative AI Pre-labeling Extractio...

Document Understanding as Cloud APIs and Generative AI Pre-labeling Extractio...

Document Understanding as Cloud APIs and Generative AI Pre-labeling Extractio...DianaGray10129 visualizações•11 slides

BuilderAI Proposal_Malesniak

BuilderAI Proposal_Malesniak

BuilderAI Proposal_MalesniakMichael Lesniak95 visualizações•9 slides

Último(20)

Webhook Testing Strategy

Webhook Testing Strategy

Webhook Testing Strategy

Dimpy Adhikary•57 visualizações

Framing Few Shot Knowledge Graph Completion with Large Language Models

Framing Few Shot Knowledge Graph Completion with Large Language Models

Framing Few Shot Knowledge Graph Completion with Large Language Models

MODUL Technology GmbH•39 visualizações

Supplier Sourcing_Cathy.pptx

Supplier Sourcing_Cathy.pptx

Supplier Sourcing_Cathy.pptx

CatarinaTorrenuevaMa•19 visualizações

How is AI changing journalism? Strategic considerations for publishers and ne...

How is AI changing journalism? Strategic considerations for publishers and ne...

How is AI changing journalism? Strategic considerations for publishers and ne...

Damian Radcliffe•81 visualizações

Document Understanding as Cloud APIs and Generative AI Pre-labeling Extractio...

Document Understanding as Cloud APIs and Generative AI Pre-labeling Extractio...

Document Understanding as Cloud APIs and Generative AI Pre-labeling Extractio...

DianaGray10•129 visualizações

BuilderAI Proposal_Malesniak

BuilderAI Proposal_Malesniak

BuilderAI Proposal_Malesniak

Michael Lesniak•95 visualizações

Machine learning with quantum computers

Machine learning with quantum computers

Machine learning with quantum computers

Speck&Tech•26 visualizações

Getting your enterprise ready for Microsoft 365 Copilot

Getting your enterprise ready for Microsoft 365 Copilot