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A Day in the Life of an Experimentation and Causal Inference Scientist @ Netflix

The Netflix TechBlog

We use A/B tests to introduce new product features, such as our daily Top 10 row that help our members discover their next favorite show. We worked in different industries before joining Netflix, including tech, entertainment, retail, science policy, and research. Learning through data is in Netflix’s DNA.

Analytics 207
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AI’s ‘SolarWinds Moment’ Will Occur; It’s Just a Matter of When

O'Reilly

An outcomes-based strategy would look at the impact of an AI or ML solution on specific categories and subgroups of stakeholders. That kind of granular approach would make it easier to develop statistical tests that could determine if the solution is harming any of the groups. The onus is on us to behave ethically when we’re using it.

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Designing Human-Machine Interfaces For Vehicles Of The Future

Smashing Magazine

The modern HMI is a mix of a car control center with an entertainment system. Digital cockpit and entertainment system. It’s crucial to craft a solid notification strategy. The great thing about designing voice-based interactions is that you can test your solution without building an actual system. More after jump!

Design 108
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Migrating Critical Traffic At Scale with No Downtime?—?Part 2

The Netflix TechBlog

Behind these perfect moments of entertainment is a complex mechanism, with numerous gears and cogs working in harmony. Our previous blog post presented replay traffic testing — a crucial instrument in our toolkit that allows us to implement these transformations with precision and reliability.

Traffic 279
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Tasktop’s Bookshelf

Tasktop

In a fast-paced and entertaining style, three luminaries of the DevOps movement deliver a story that anyone who works in IT will recognize. For business leaders looking to unlock their enterprise’s digital transformation, War and Peace and IT provides clear context and strategies. The Phoenix Project. Author: Gene Kim.

DevOps 40
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Building a Rule-Based Platform to Manage Netflix Membership SKUs at Scale

The Netflix TechBlog

By Budhaditya Das , Wallace Wang , and Scott Yao At Netflix, we aspire to entertain the world. As we expand offerings rapidly across the globe, our ideas and strategies around plans and offers are evolving as well. Overall, it simplified SKU selections and increased our testing and product delivery confidence.

Mobile 209
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Understanding What Kubernetes Is Used For: The Key to Cloud-Native Efficiency

Percona

Entertainment : To guarantee that viewers have continuous access to films and TV series, film studios and television networks rely on Kubernetes for content delivery and streaming. Are you interested in learning more about Kubernetes or need assistance with your cloud-native strategy?