AI/ML

Create an open source machine learning environment quickly with Pachyderm, JupyterHub, and Ceph Nano on Open Data Hub.

CodeReady Containers lets you easily deploy a virtual cluster environment on your local system, with open source AI tools from Open Data Hub.

Once you have data, how do you start building a PyTorch model? This learning path shows you how to create a PyTorch model with OpenShift Data Science.

Streaming data is key to many modern applications. This tutorial walks you through setting up a data stream using Amazon Kinesis and Node.js.

Don't miss a thing! Here's a roundup of new articles, tutorials, and more published this month on Red Hat Developer.

Learn how to set up a Pulp Python repository and publish and consume Python packages using Pulp on the Red Hat Developer Operate First cloud.

Discover how to resolve Python dependencies by extracting metadata and dependency information, and how Project Thoth helps to streamline the process.

Solve the typical data science problems of accessing Amazon S3 data and creating a TensorFlow model by following two new OpenShift Data Science learning paths.

Learn how to better build and extend containerized apps by using Project Thoth to control container image quality and provide more robust runtime environments.

Watch this demo by Red Hat Principal Software Engineer Chris Chase on how to build and deploy an object detection model within an intelligent application.

Pull data without duplicating it into a Jupyter notebook using Starburst Galaxy, a fully managed data platform built on Red Hat OpenShift Data Science.

Get hands-on resources for building machine learning models using Red Hat OpenShift Data Science. Learn how to use NLP, Jupyter notebooks, and more.

Set up the NVIDIA Morpheus AI application framework and NVIDIA BlueField-2 data processing units with Red Hat OpenShift and Red Hat Enterprise Linux.

Project Thoth is building a searchable database of Python libraries. Find out how project2vec searches and sorts, and how to use it for your projects.

Learn how Project Thoth's new security recommender makes a recommendation, then use the Thamos CLI to find security issues in your Python library code.

Thoth prescriptions resolve dependency conflicts in Python application stacks. Learn how to create and use them to build healthier Python applications.

Discover how Thoth's Dependency Monkey can help find and resolve issues related to Python dependencies and find out how Dependency Monkey operates.

Discover five important things to keep in mind as you learn how to use Python. This article gives beginners a general introduction to a useful coding language.

A cloud service that gives data scientists and developers a powerful AI/ML platform for building intelligent applications.

Learn about Open Data Hub 1.1.0 and its new JupyterHub capabilities and improved user experience, including customizable parameters, dashboard and interface.

Improve deployment processes and outcomes by applying machine learning in each phase of the GitOps life cycle. Automate your infrastructure with Red Hat.

Read more about the 2021 Red Hat Summit breakout session talk Modern Fortune Teller highlighting using GitOps on RedHat OpenShift applications.

Learn how to implement employee duty rostering via Red Hat Business Optimizer. This Decision Manager component optimizes planning and solves schedule problems.

Learn to install Kubeflow on OpenShift using the Open Data Hub Operator. You can fork, modify, and update the example Kubeflow toolkit to fit your needs.