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AI296 - Develop, Test, and Run Granite Family LLMs with Red Hat Enterprise Linux AI

  • Length 3 days
  • Price  $2750 inc GST
Course overview
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Why study this course

This three-day course 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 1.4.

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What you’ll learn

  • Comprehend the fundamentals of generative AI

  • Understand the capabilities of the Granite models to solve enterprise use cases

  • Train, deploy, and serve large language models with Red Hat Enterprise Linux AI


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Red Hat at Lumify Work

Red Hat is the leading provider of open source, enterprise IT solutions. Lumify Work is proud to offer clients the ability to attend over 40 official Red Hat training courses through a resell agreement with Red Hat. Maximise the return on your Red Hat technology investment with lab-intensive, instructor-led training run by Red Hat themselves.


Who is the course for?

  • 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.


Course subjects

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.

Granite Models For Enterprise Generative AI
Describe and understand Granite models, and their capabilities to solve enterprise use cases, compared to larger, closed models.

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) optimised for specific business needs by using Red Hat Enterprise Linux AI and IBM Granite.

Deploying Trained Models with Red Hat Enterprise Linux AI
Deploy, serve, and operate generative AI models trained with Red Hat Enterprise Linux AI.


Prerequisites

  • A basic understanding of AI & ML is recommended but not required

  • Familiarity with the Linux command line


THIRD PARTY REGISTRATION

Lumify Work offers certification and training in Enterprise Linux, Ansible, JBoss, OpenShift, OpenStack, and more through our partnership with Red Hat. This arrangement requires Lumify Work to provide your details to Red Hat for course and/or exam registration purposes.


Terms & Conditions

The supply of this course by Lumify Work is governed by the booking terms and conditions. Please read the terms and conditions carefully before enrolling in this course, as enrolment in the course is conditional on acceptance of these terms and conditions.


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