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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems. ETL workflows), as well as downstream (e.g.

Systems 226
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Designing Human-Machine Interfaces For Vehicles Of The Future

Smashing Magazine

Designing Human-Machine Interfaces For Vehicles Of The Future. Designing Human-Machine Interfaces For Vehicles Of The Future. A human-machine interface (HMI) is an interface that allows us to interact with a digital system. No matter what HMI we design, we need to allow users to take advantage of all that a system has to offer.

Design 106
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My (Seemingly) Random Walk to Netflix

The Netflix TechBlog

That person grew up dreaming of working in the entertainment industry. Upon graduation, they received an offer from Netflix to become an analytics engineer, and pursue their lifelong dream of orchestrating the beautiful synergy of analytics and entertainment. Pretty straightforward, right?!

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What is chaos engineering?

Dynatrace

In 2009, the purveyor of online videos migrated to AWS cloud infrastructure to deliver its entertainment to a growing audience. It created more uncertainty than the load balancing issues the entertainment firm saw in its data centers. Unclear starting system state. How does chaos engineering work? Accelerates innovation.

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A Survey of Causal Inference Applications at Netflix

The Netflix TechBlog

At Netflix, we want to entertain the world through creating engaging content and helping members discover the titles they will love. We covered a wide range of topics including difference-in-difference estimation, double machine learning, Bayesian AB testing, and causal inference in recommender systems among many others.

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Inspired Design Decisions: Neville Brody Design Cannot Remain Neutral

Smashing Magazine

Inspired Design Decisions: Neville Brody Design Cannot Remain Neutral. Inspired Design Decisions: Neville Brody Design Cannot Remain Neutral. Local bands designed their own publicity and the mostly two-colour artwork was edgy and unpolished. Previously On “Inspired Design Decisions”. Andrew Clarke.

Design 101
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Demystifying Interviewing for Backend Engineers @ Netflix

The Netflix TechBlog

The engineers assess your technical skills by asking you to solve various design and coding problems. Streaming & Gaming Technologies ( [link] ) You are a distributed systems engineer working on product backend systems that support streaming video and/or mobile & cloud games.