https://www.kdnuggets.com/2021/04/nosql-explained-understanding-key-value-databases.html NoSQL Explained: Understanding Key-Value DatabasesBy Alex Williams, Hosting Data UK “Among the four big NoSQL database types, key-value stores are probably the most popular ones due to their simplicity
What I Read: AutoML, Multi-task learning, Multi-tower models, Ads
https://medium.com/pinterest-engineering/how-we-use-automl-multi-task-learning-and-multi-tower-models-for-pinterest-ads-db966c3dc99e How we use AutoML, Multi-task learning and Multi-tower models for Pinterest AdsPinterest EngineeringAug 19, 2020Ernest Wang | Software Engineer, Ads Ranking “In this blog post, we explain how key
What I Read: Long Live Data Discovery
https://towardsdatascience.com/data-catalogs-are-dead-long-live-data-discovery-a0dc8d02bd34 Data Catalogs Are Dead; Long Live Data DiscoveryWhy we need to rethink our approach to metadata management and data governanceBarr MosesDec 14 “Traditional data catalogs and governance methodologies typically
What I Read: Isolation Forest
https://towardsdatascience.com/isolation-forest-is-the-best-anomaly-detection-algorithm-for-big-data-right-now-e1a18ec0f94f Isolation Forest is the best Anomaly Detection Algorithm for Big Data Right NowAndrew YoungNov 13 “Isolation forest or “iForest” is an astoundingly beautiful and elegantly simple algorithm that identifies
What I Read: Best Practices for Building Machine Learning at Scale
https://medium.com/dataseries/linkedins-pro-ml-architecture-summarizes-best-practices-for-building-machine-learning-at-scale-77fcb6afc9ec LinkedIn’s Pro-ML Architecture Summarizes Best Practices for Building Machine Learning at ScaleThe reference architecture is powering mission critical machine learning workflows within LinkedIn.Jesus RodriguezSep 17 “Building machine learning solutions
What I Read: Running Machine Learning at Scale
https://medium.com/@jrodthoughts/some-things-uber-learned-from-running-machine-learning-at-scale-70dccdfb944d Some Things Uber Learned from Running Machine Learning at ScaleUber machine learning runtime Michelangelo has been in operation for a few years. What has the Uber team learned?Jesus RodriguezJul