Kubernetes allows for highly precise resource utilization and minimal cloud waste. But in reality, there are many good reasons why we have not yet reached this goal.

In this post, we’ll focus on getting more familiar with Jupyter notebooks and how we can leverage them within Kubeflow as part of our machine learning workflow.

In this post, we’ll focus on getting a little more familiar with one of the first Kubeflow components that data scientists need familiarity with, Kubeflow Notebooks.

This series aims to give a detailed introduction of Kubeflow, it's various components, add-ons and how they all come together to deliver a complete MLOps platform.

In this post, we’ll take a look at the different Kubeflow distributions that are available and walk you through some installations using MiniKF.

One error in data mapping can cause ripples in the organization — learn what data mapping is and how it can be done.

Plan, have the right architecture, follow a DevOps methodology with automated CI/CD, and align across IT with regards to the migration plan.

This article was originally published on 3/19/15

Here are some vital things to remember as a sensor designer or someone trying to select the most appropriate products to buy.

This article deals with everything AI is up to this year and the points the C-suites should really consider while investing in it for the coming years.

There have been several popular articles in Database this month, so let's take a look at what's been going on!

Here, we go over the implementation of Kafka Streams and look at a few relevant code snippets before wrapping up this series of posts.

Go over factors we need to consider in our design, understand the capacity of our system, characterize it in terms of operational delays, and learn how to plan for failures and recovery.

Here's the best of security from July as decided by you, the awesome DZone readership, and a few other cybersecurity items of interest.

These articles have performed so well that we thought we'd give them an encore. Check out Dzone's best Performance articles from July, plus a few more items of interest.

Keyboard-centric bug and issue tracker YouTrack 1.0 that we have previously announced has been finally released to the general public! You can download YouTrack as a JAR or WAR distribution, evaluate it for 60 days, and choose between two editions: Enterprise Edition with unlimited functionality for $1,200. Professional Edition that is limited to 20 users and 10 projects, and doesn't provide LDAP support for $300. Both editions sell at 50% off before the New Year! YouTrack provides keyboard-centric approach with shortcuts for major operations, issue search with natural-language-like search queries aided with intelligent query completion, powerful commands letting modify multiple selected issues, integration with external tools including JIRA, LDAP, and JetBrains TeamCity, instant installation, and other features that you can explore at YouTrack website. Since going beta, YouTrack has introduced OpenID authentication support, improved e-mail notifications, "Select all" feature to modify all found issues at once, and restructured access permissions for clearer administration. You can try YouTrack in action right away since it's used to track issues in JetBrains' own products including IntelliJ IDEA, RubyMine, TeamCity, dotTrace, MPS, and Web IDE. Use the following resources to learn more about YouTrack: YouTrack features YouTrack demos and documentation YouTrack blog YouTrack on Twitter

To virtualize and make use of your data, you need to bring it into your platform. See how to do this with JBoss and OpenShift so you can get your data when you need it.

Did you know that you can join database tables into a Java Stream with Java 14's preview record feature? Find out how with Speedment Stream ORM.

A deep dive into the world of Java strings, with special attention to Java 8 string tutorials, plus a foray into Java string tutorials for Java 9 and one.

While "records" seem to be universally welcome, developers, especially fans of the object-oriented paradigm, should be careful when considering this new feature.