database – Page 6 – Andrew Fairless, Ph.D.

What I Read: Feature Store vs Data Warehouse

By Andrew Fairless on February 25, 2021February 18, 2021

https://www.logicalclocks.com/blog/feature-store-vs-data-warehouse ML Engineer Guide: Feature Store vs Data WarehouseOctober 8, 2020ML Best Practicesby Jim Dowling “The feature store is a data warehouse of features for machine learning (ML). Architecturally, itContinue readingWhat I Read: Feature Store vs Data Warehouse

What I Watch: Functional Data Engineering

By Andrew Fairless on February 19, 2021January 18, 2021

https://youtu.be/4Spo2QRTz1k Functional Data Engineering – A Set of Best Practices | LyftMay 24, 2018 “…we’ll discuss functional programming paradigm and explore how applying it to Data Engineering can bring aContinue readingWhat I Watch: Functional Data Engineering

What I Read: Why is dbt important?

By Andrew Fairless on February 12, 2021January 14, 2021

https://stephen.sh/posts/why-is-dbt-so-important Why is dbt so important? “Last summer, we migrated Monzo’s entire analytics infrastructure to dbt from a homegrown solution. This took significant effort, but I’m glad we did it.Continue readingWhat I Read: Why is dbt important?

What I Read: Architectures for Modern Data Infrastructure

By Andrew Fairless on February 4, 2021January 10, 2021

https://a16z.com/2020/10/15/the-emerging-architectures-for-modern-data-infrastructure/ Emerging Architectures for Modern Data Infrastructureby Matt Bornstein, Martin Casado, and Jennifer Li “We’re now starting to see the rise of massive, complex systems built around data – whereContinue readingWhat I Read: Architectures for Modern Data Infrastructure

What I Read: Developers Databases

By Andrew Fairless on December 21, 2020December 9, 2020

https://medium.com/@rakyll/things-i-wished-more-developers-knew-about-databases-2d0178464f78 Things I Wished More Developers Knew About DatabasesJaana B. DoganApr 21 “In data-heavy systems, databases are at the core of system design goals and tradeoffs…. I’m sharing a fewContinue readingWhat I Read: Developers Databases

What I Read: Strictly-Typed Schemas

By Andrew Fairless on December 14, 2020December 1, 2020

https://www.kdnuggets.com/2020/02/loving-memory-strictly-typed-schemas.html In Loving Memory of Strictly-Typed SchemasPrateek SanyalFeb 13 “Today, as I lead a team of highly skilled data engineers, it pains me to watch our sprints get crowded withContinue readingWhat I Read: Strictly-Typed Schemas

Tag: database