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Develop, Test, and Run Granite Family LLMs with Red Hat Enterprise Linux AI Red Hat Learning Subscription Course
Type
Skill Level
Available dates
Learning Path
Virtual
Duration
1 Day
LEARNING PATH
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R28 900,00
Price excluding VAT
Introduction
Develop, Test, and Run Granite Family LLMs with Red Hat Enterprise Linux AI (AI296) provides students with the fundamental knowledge about how to fine-tune, serve, and use generative
AI models tailored to specific business needs. This course helps students build core skills to
train models in a secure and private environment.
This course is based on Red Hat Enterprise Linux AI 1.5.
Audience Profile
- Data Scientists and AI specialists who want to learn more about Granite models and the process of training and aligning GenAI models for specific business requirements
- Developers with basic AI/ML knowledge or machine learning engineers who are interested in learning how to develop, test, and run AI-based enterprise applications in an enterprise and secure environment
- System administrators who are interested in learning how to manage the company’s hybrid cloud infrastructure to boost the adoption of generative AI and LLMs, while enforcing security policies
- Other professionals, such as SMEs and domain experts, who are interested in learning how to contribute to the training of secure models tailored to their business needs
Pre-requisites
- A basic understanding of AI & ML is recommended but not required
- Familiarity with the Linux command line
Course Objectives
As a result of attending this course, you will comprehend the fundamentals of generative AI. You will be able to understand the capabilities of the Granite models to solve enterprise use cases. Finally, you will be able to train, deploy, and serve large language models with Red Hat Enterprise Linux AI.
Course Content
| Session 1: Generative AI Fundamentals: Capabilities, Challenges, Models, and Techniques |
| Define Generative AI, its importance, benefits, and challenges. Learn to select suitable GenAI and LLM models and techniques, considering their capabilities, use cases, and limitations. |
| Session 2: Granite Models for Enterprise Generative AI |
| Describe and understand Granite models, and their capabilities to solve enterprise use cases, compared to larger, closed models |
| Session 3: Training Large Language Models with Red Hat Enterprise Linux AI |
| Enable technical and non-technical stakeholders to collaborate in the creation, training, and deployment of large language models (LLMs) optimized for specific business needs by using Red Hat Enterprise Linux AI and IBM Granite. |
| Session 4: Deploying Trained Models with Red Hat Enterprise Linux AI |
| Deploy, serve, and operate generative AI models trained with Red Hat Enterprise Linux AI. |
Associated Certifications and Exam
The Red Hat Certified Specialist in OpenShift AI exam tests candidates’ ability to deploy OpenShift AI and configure it to build, deploy and manage machine learning models to support AI enabled applications.
By passing this exam, you become a Red Hat Certified Specialist in OpenShift AI that also counts towards earning a Red Hat Certified Architect (RHCA®).
This exam is based on Red Hat OpenShift AI version 2.13 and Red Hat OpenShift Container Platform version 4.17.
Audience for this exam
- System and Software Architects who need to demonstrate an understanding of the features and functionality of Red Hat OpenShift AI
- System Administrators or developers who need to demonstrate the ability to configure, support and maintain OpenShift AI
- Data Scientists who need to demonstrate an understanding of using OpenShift AI to develop, train, serve, test, and monitor AI/ML models and applications
- Red Hat Certified Engineerswho wish to become a Red Hat Certified Architect (RHCA)
Prerequisites for this exam
Candidates for this exam should:
- Have taken Red Hat OpenShift Developer II: Building and Deploying Cloud-native Applications (DO288)course or have comparable work experience using OpenShift Container Platform
- Have takenDeveloping and Deploying AI/ML Applications on Red Hat OpenShift AI (AI267) or have comparable work experience using the features of OpenShift AI
- Review of the Red Hat Certified Specialist in OpenShift AI exam (EX267) objectives
Upon completion of courses within a Red Hat Learning Subscription (RHLS), Red Hat issues digital badges and certificates of attendance. These are recognized as official proof of completion.
Red Hat Overview
Business today demands additional flexibility, efficiency and performance from technology solutions. Authorized Red Hat training and certification provides our customers with the skills required to maximize your Red Hat Enterprise technology investment and keep the IT organization running at optimal performance.
Torque IT considers authorized Red Hat training to be an integral part of any Red Hat technology implementation. Red Hat authorized training, and associated certification, ensures that you get the most from your technology investment and that you are able to operate above the technology curve.
Red Hat certifications are universally recognized as demonstrating a high level of expertise and credibility for individuals and the organisations that employ them. Authorized Red Hat training and certification is the industry standard for any solution that includes designing, selling, implementing, upgrading, managing and utilizing Red Hat technology solutions.
For half a decade, Torque IT has maintained the status of Certified Red Hat Training Partner in South Africa which is the highest level of accreditation that Red Hat authorizes to Learning Partners that offer technical, product, and solutions training. These achievements reflect our commitment to providing our customers with quality skills development, enablement, training, and certification solutions that demonstrate exceptional depth, breadth, and expertise across Linux Platforms, JBoss Middleware, Virtualization, Cloud computing, Storage and Mobile certifications. Torque IT is recognized by Red Hat, and the industry, as having met rigorous standards for educational competency, service, customer satisfaction and investment in technologies that will prepare the next generation of IT industry professionals to exploit Red Hat technology solutions.
Our portfolio of authorized Red Hat courses provide customers with various enablement and certification paths that cater for a wide variety of existing skills and certifications. Whether you require an accelerated transition from Solaris or are a Windows administrator seeking the corresponding Linux skills, our portfolio of authorized courses, customized solutions and professional guidance ensure maximum return on your Red Hat Enterprise investment.