How To Use Kubernetes in AI Projects

Introduction

The Cloud Native Survey, which polls Technology/Software organizations, reports that the use of containers in production has increased by 84% from the previous year, up to 92%. The use of Kubernetes is up 78% from the previous year, reaching 83%.

Kubernetes’ distributed architecture and scalability pair well with Machine Learning and Artificial Intelligence. As these technologies continue to mature, 2021 is the year to watch for growth in this space.

The Complete Kubernetes Collection [Tutorials and Tools]

Everything you need to guide your Kubernetes implementation.

Kubernetes is the leading container orchestrator in software development, but you knew that already. With multiple companies, from Red Hat to Rancher, creating distributions built on top of the Google-native service and endless commentary that compares Kubernetes to other proprietary container orchestrators, there's little doubt about the tool on developers' minds.

In this conveniently-compiled Kubernetes compilation, we feature the most useful, liked, and complete articles from our contributors. Starting with a few articles to introduce you to the service as a whole, we then take a deep dive into Kubernetes architecture and components and how to get started using them. Next, we review some useful information about implementing Kubernetes with tutorials and tools, with guest appearances from Java and DevOps.