Bowen Lee

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2 SlideShares 14 Followers 46 Folgens

online experiments data science statistics machine learning

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Introductory Online Controlled Experiments

Vor 8 Jahren • 1715 Aufrufe

How Data Science / Machine Learning is Revolutionizing World

Vor 3 Jahren • 84 Aufrufe

A Multi-Armed Bandit Framework For Recommendations at Netflix

Jaya Kawale • Vor 5 Jahren

Academia to Data Science - A Hitchhiker's Guide

Sudeep Das, Ph.D. • Vor 6 Jahren

Deeper Things: How Netflix Leverages Deep Learning in Recommendations and Search

Sudeep Das, Ph.D. • Vor 5 Jahren

Recent Trends in Personalization: A Netflix Perspective

Justin Basilico • Vor 4 Jahren

Shallow and Deep Latent Models for Recommender System

Anoop Deoras • Vor 5 Jahren

Recommending for the World

Yves Raimond • Vor 8 Jahren

Déjà Vu: The Importance of Time and Causality in Recommender Systems

Justin Basilico • Vor 6 Jahren

Time, Context and Causality in Recommender Systems

Yves Raimond • Vor 5 Jahren

Deep Learning for Recommender Systems

Yves Raimond • Vor 6 Jahren

ML Infra for Netflix Recommendations - AI NEXTCon talk

Faisal Siddiqi • Vor 6 Jahren

Netflix Recommendations Feature Engineering with Time Travel

Faisal Siddiqi • Vor 6 Jahren

Making Netflix Machine Learning Algorithms Reliable

Justin Basilico • Vor 6 Jahren

Correlation, causation and incrementally recommendation problems at netflix september 2018 - university of antwerp

Roelof van Zwol • Vor 5 Jahren

Recommendation at Netflix Scale

Justin Basilico • Vor 10 Jahren

Recommendations for Building Machine Learning Software

Justin Basilico • Vor 7 Jahren

Is that a Time Machine? Some Design Patterns for Real World Machine Learning Systems

Justin Basilico • Vor 7 Jahren

Data Storage Tips for Optimal Spark Performance-(Vida Ha, Databricks)

Spark Summit • Vor 8 Jahren

Everyday I'm Shuffling - Tips for Writing Better Spark Programs, Strata San Jose 2015

Databricks • Vor 9 Jahren

Top 5 Mistakes to Avoid When Writing Apache Spark Applications

Cloudera, Inc. • Vor 8 Jahren

Shared Infrastructure for Data Science

Wes McKinney • Vor 6 Jahren

Accelerating Big Data beyond the JVM - Fosdem 2018

Holden Karau • Vor 6 Jahren

Feature engineering pipelines

Ramesh Sampath • Vor 7 Jahren

Building Automated REST APIs with Python

Jeff Knupp • Vor 9 Jahren

Data mining fp growth

Shihab Rahman • Vor 11 Jahren

2016 Tableau in the Cloud - A Netflix Original (AWS Re:invent)

Albert Wong • Vor 7 Jahren

Top 10 Data Science Practitioner Pitfalls

Sri Ambati • Vor 8 Jahren

10 more lessons learned from building Machine Learning systems

Xavier Amatriain • Vor 8 Jahren

Staying Shallow & Lean in a Deep Learning World

Xavier Amatriain • Vor 7 Jahren

Introducing Apache Spark's Data Frames and Dataset APIs workshop series

Holden Karau • Vor 8 Jahren

Beyond SQL: Speeding up Spark with DataFrames

Databricks • Vor 9 Jahren

online experiments data science statistics machine learning