Explainable AI 101

Explainable AI (XAI) is a set of tools and frameworks that can be used to help you understand how your machine learning models make decisions. This shouldn’t be confused with showing a complete step-by-step deconstruction of an AI model, which can be close to impossible if you’re attempting to trace...

Cloud Spanner 101

Cloud Spanner is the only enterprise-grade, globally-distributed, and strongly-consistent database service built for the cloud, specifically to combine the benefits of relational database structure with non-relational horizontal scale. It is a unique database that combines transactions, SQL queries, and relational structure with the scalability that you typically associate with non-relational...

Compute Engine 101

Compute Engine is a customizable compute service that lets you create and run virtual machines on Google’s infrastructure. You can create a Virtual Machine (VM) that fits your needs. Predefined machine types are pre-built and ready-to-go configurations of VMs with specific amounts of vCPU and memory to start running apps...

Bigtable vs BigQuery

Last week, we took a look at Cloud Bigtable. For those who know a thing or two about big data, you may wonder how is Bigtable different from BigQuery. While these two services have several similarities, including “Big” in their names, they support very different use cases in your big...