https://www.ethanrosenthal.com/2022/05/10/database-bundling/ Let’s Continue Bundling into the DatabaseEthan RosenthalMay 10, 2022 “Truthfully, I just want to argue that feature stores, metrics layers, and machine learning monitoring tools are all abstraction layers
What I Read: Deploying Deep Learning
https://thegradient.pub/lessons-from-deploying-deep-learning-to-production/ Lessons From Deploying Deep Learning To ProductionPeter Gao16.May.2022 “I used to think that machine learning was about the models. Actually, machine learning in production is about pipelines.”
What I Read: Data Observability vs. Data Testing
https://towardsdatascience.com/data-observability-vs-data-testing-everything-you-need-to-know-6f3d7193b388?gi=6618bd7121fd Data Observability vs. Data Testing: Everything You Need to KnowYou already test your data. Do you need data observability, too?Lior GavishFeb 12 “In any data system, there are two
What I Read: Scale Real-time Data Infrastructure
https://zhenzhongxu.com/the-four-innovation-phases-of-netflixs-trillions-scale-real-time-data-infrastructure-2370938d7f01 The Four Innovation Phases of Netflix’s Trillions Scale Real-time Data InfrastructureZhenzhong Xu2/1/2022“I think it’s a perfect time to summarize my learnings building the real-time data infrastructure at Netflix. I