The Singleton is a useful design pattern, but you have to take care when implementing them, particularly for unit testing. Here are some pitfalls to avoid.
More than a third of the Fortune 500 companies now use Kafka in production — and for good reason. In this article, learn how to track real-time activity using Kafka.
Imbalanced data is a huge issue. With imbalanced data, accurate predictions cannot be made. Learn how to tackle imbalanced classification problems using R.
Let's break down all of Azure's PaaS offerings and see how they fit into the average developer's workflow so you can make informed decisions about your tooling.
Learn about the different cluster management modes that you can run in your Spark application - standalone, Mesos, Yarn, and Kubernetes - and how to manage them.