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Mythbusting the Analytics Journey
Dec 18, 2020
In the third installment of the Netflix analytics series, Alex helps mythbust some common misconceptions about...
- Alexandra Diamond
- Senior Analytics Engineer
Analytics Content & StudioNetflix at MIT CODE 2020
Dec 16, 2020
Netflix was a proud sponsor of the 2020 Conference on Digital Experimentation (CODE), hosted by the MIT Initiative on...
- Martin Tingley
- Data Science Manager - Streaming Video & Studio
Personalization & Search Experimentation and Causal Inference Streaming Marketing & GrowthSupporting content decision makers with...
Dec 10, 2020
We describe how to support content decision makers by leveraging machine learning and statistical modeling.
- Melody Dye
- Senior Machine Learning Scientist
- Chaitanya Ekanadham
- Manager, Streaming Data Science & Analytics
- Avneesh Saluja
- Senior Research Scientist
- Ashish Rastogi
- Manager, Content Demand Modeling
Content & Studio Machine LearningA Day in the Life of a Content Analytics...
Oct 30, 2020
In the second in the analytics branding series, Rocio shares her perspective of the projects, technical skills, and...
- Rocio Ruelas
- Senior Analytics Engineer
Analytics Content & StudioHow Our Paths Brought Us to Data and Netflix
Sep 18, 2020
This Q&A provides insights into the diverse set of skills, projects, and culture within Data Science and Engineering...
- Chris Pham
- Senior Analytics Engineer
- Julie Beckley
- Senior Data Scientist
Experimentation and Causal Inference Encoding & Quality Analytics StreamingAnalytics at Netflix: Who We Are and What...
Sep 18, 2020
An Introduction to Analytics and Visualization Engineering at Netflix
- Molly Jackman
- Manager, Product Content Data Science & Engineering
- Laura Pruitt
- Manager, Content Delivery Science & Analytics
AnalyticsKey Challenges with Quasi Experiments at...
Aug 20, 2020
We discuss some key challenges and approaches Netflix has been using to handle small sample size and limited...
- Kamer Yildiz
- Senior Data Scientist
- Colin McFarland
- Director, Experimentation Platform
- Julia Glick
- Senior Data Scientist
Marketing & Growth Experimentation and Causal InferenceComputational Causal Inference
Aug 11, 2020
Computational causal inference brings a software implementation focus to causal inference, especially in regards to...
- Colin McFarland
- Director, Experimentation Platform
- Jeffrey Wong
- Senior Modeling Architect, Computational Causal Inference at Netflix
Experimentation and Causal Inference Machine Learning PlatformSVT-AV1: open-source AV1 encoder and decoder
Mar 13, 2020
In this tech blog, we report the current status of the SVT-AV1 project, as well as the characteristics and...
- Andrey Norkin
- Senior Research Scientist
- Joel Sole
- Senior Research Scientist - Video Encoding
- Mariana Afonso
- Research Scientist - Video Encoding
- Kyle Swanson
- Senior Software Engineer - Video Algorithms
- Agata Opalach
- Software Engineer
- Anush Moorthy
- Senior Software Engineer
- Anne Aaron
- Director, Video Algorithms
Streaming Encoding & QualityAn Overview of Coding Tools in AV1: the...
Feb 24, 2020
The paper gives a technical overview of AV1 - the first video codec standard from Aliance for Open Media (AOM).
- Andrey Norkin
- Senior Research Scientist
Streaming Encoding & QualityAVIF for Next-Generation Image Coding
Feb 13, 2020
We need an alternative to JPEG that a) is widely supported, b) has better compression efficiency and c) has a wider...
- Aditya Mavlankar
- Senior Software Engineer, Video Algorithms
- Cyril Concolato
- Senior Software Engineer - Cloud Media Systems
- Anush Moorthy
- Senior Software Engineer
- Anne Aaron
- Director, Video Algorithms
Encoding & QualityData Compression for Large-Scale Streaming...
Dec 2, 2019
At Netflix, we regularly run experiments to improve the quality of our member’s streaming service. We rely on custom...
- Julie Novak
- Senior Data Scientist
- Jeffrey Wong
- Senior Research Scientist
- Toby Mao
- Senior Software Engineer
- Martin Tingley
- Data Science Manager - Streaming Video & Studio
- Andy Rhines
- Senior Data Scientist
- Matthew Wardrop
- Full Stack Data Scientist
Experimentation and Causal Inference StreamingOpen-sourcing Polynote: an IDE-inspired...
Oct 23, 2019
Netflix Research open-sourced Polynote, a Scala-first notebook inspired by IDEs to enable researcher productivity for...
- Jeremy Smith
- Senior Software Engineer, Machine Learning
- Jonathan Indig
- Senior Software Engineer
- Faisal Siddiqi
- Director of Engineering, Personalization Infrastructure
Machine Learning Platform Personalization & SearchOpen-sourcing Polynote: an IDE-inspired...
Oct 23, 2019
We are pleased to announce the open-source launch of Polynote: a new, polyglot notebook with first-class Scala...
- Jeremy Smith
- Senior Software Engineer, Machine Learning
- Faisal Siddiqi
- Director of Engineering, Personalization Infrastructure
- Jonathan Indig
- Senior Software Engineer
Machine Learning Recommendations Personalization & SearchML Platform Meetup: Infra for Contextual...
Oct 18, 2019
A recap of the ML Platform meetup on Bandits Infra with LinkedIn, Netflix, Facebook, and Dropbox talks.
- Faisal Siddiqi
- Director of Engineering, Personalization Infrastructure
Machine Learning Platform Recommendations Machine Learning Personalization & SearchML Platform Meetup: Infra for Contextual...
Oct 18, 2019
A recap of the ML Platform meetup hosted at Netflix, Los Gatos on Sep 12, 2019 on the topic of Infrastructure for...
- Faisal Siddiqi
- Director of Engineering, Personalization Infrastructure
Machine Learning Personalization & SearchReimagining Experimentation Analysis at...
Sep 12, 2019
Another day, another custom script to analyze an A/B test. Maybe you’ve done this before and have an old script lying...
- Colin McFarland
- Director, Experimentation Platform
- Toby Mao
- Senior Software Engineer
- Sri Sri Perangur
- Scientific Product Manager, Experimentation Platform
Experimentation and Causal InferencePredictive CPU isolation of containers at...
Aug 8, 2019
This blog post describes our approach to predictive CPU isolation for containers at Netflix -- enabling tasks to run...
- Benoit Rostykus
- Senior Machine Learning Researcher
- Gabriel Hartmann
- Senior Software Engineer
Machine Learning