Getting started with Red Hat OpenShift AI

Red Hat OpenShift AI is an artificial intelligence platform that runs on top of Red Hat OpenShift and provides tools across the AI/ML lifecycle.

Featured Red Hat OpenShift AI learning

Fundamentals of OpenShift AI
Learning Path

Introduction to OpenShift AI

Red Hat OpenShift AI is a platform designed for Machine Learning Engineers,...
Real-time Data Collection
Learning Path

Real-time Data Collection and Processing using AI/ML on OpenShift AI

In this learning exercise, we'll explore how to set up a robust system for...
Data Engineering
Learning Path

Data Engineering : Extract live Data Collection from images and logs

Explore the complete MLOps pipeline, utilizing OpenShift AI. The MLOps...
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Learning Path

Building and Evaluating a Fraud Detection Model with TensorFlow and ONNX

In this learning exercise, we'll focus on training and deploying your trained...
Overview Graphics
Learning Path

Automation ML pipeline with OpenShift AI

This learning exercise delves into the end-to-end process of building and...

Featured Red Hat OpenShift AI learning

Featured image for Red Hat OpenShift AI.
Article
Jun 06, 2024

How to integrate and use RStudio Server on OpenShift AI

Andriana Theodorakopoulou

This guide will walk you through the process of setting up RStudio Server on...

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Article
Aug 01, 2024

TrustyAI Detoxify: Guardrailing LLMs during training

Christina Xu

Learn how to prevent large language models (LLMs) from generating toxic...

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Article
Mar 15, 2024

Empower conversational AI at scale with KServe

Saurabh Agarwal +3

Discover the benefits of KServe, a highly scalable machine learning...

Configure a Jupyter notebook to use GPUs for AI/ML modeling
Article
Nov 21, 2022

Why GPUs are essential for AI and high-performance computing

Audrey Reznik +3

Learn why graphics processing units (GPUs) have become the foundation of...

Configure a Jupyter notebook to use GPUs for AI/ML modeling
Article
May 22, 2023

How to use OpenShift Data Science for fraud detection

Swati Kale +1

Learn how to use the Red Hat OpenShift Data Science platform and Starburst to...

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Article
Mar 23, 2022

Learn how to build, train, and run a PyTorch model

Audrey Reznik

Once you have data, how do you start building a PyTorch model? This learning...

Red_Hat_OpenShift_Data_Science
Article
Jun 19, 2023

Fine-tune large language models using OpenShift Data Science

Robin Bobbitt

Walk through the basics of fine-tuning a large language model using Red Hat...

Red Hat training and certification courses

Looking for more? Build the skills needed to train, deploy, and serve models in Red Hat OpenShift AI, and apply best practices in machine learning and data science.

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Develop and deploy AI/ML applications

Build the core skills for using Red Hat OpenShift AI to develop and deploy AI/ML applications, so you can train, develop, and deploy machine learning models.

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OpenShift AI Technical Overview (no-cost introductory offer)

Explore the current AI/ML landscape, and how     Red Hat OpenShift AI builds on the capabilities of Red Hat OpenShift to provide a single, consistent, enterprise-ready hybrid AI and MLOps platform.

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