It’s All A/Bout Testing
Ever wonder how Netflix serves a great streaming experience with high-quality video and minimal playback interruptions? Thank the team of engineers and data scientists who constantly A/B test their innovations to our adaptive streaming and content delivery network algorithms. What about more obvious changes, such as the complete redesign of our UI layout or our new personalized homepage? Yes, all
How Airbnb uses Machine Learning to Detect Host Preferences
At Airbnb we seek to match people who are looking for accommodation — guests — with those looking to rent out their place — hosts. Guests reach out to hosts whose listings they wish to stay in, however a match succeeds only if the host also wants to accommodate the guest. I first heard about Airbnb in 2012 from a friend. He offered his nice apartment on the site when he traveled to see his family
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Improve your workflow by managing your machine learning experiments using Sacred
Aren’t all your experiments sacred? — Managing your machine learning experiments using Sacred
GitHub - IDSIA/sacred: Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
