Gain essential hands-on experience in fine-tuning, deploying, and utilizing generative AI models through Red Hat Enterprise Linux AI.

The course “Develop, Test, and Run Granite Family LLMs with Red Hat Enterprise Linux AI (AI296)” offers foundational knowledge on how to customize, host, and apply generative AI models that meet specific business requirements. Participants will develop practical skills to train models within a secure, private, and enterprise-ready environment.

This course content is aligned with Red Hat Enterprise Linux AI version 1.5.

Impact on Organizations

By leveraging Red Hat Enterprise Linux AI, enterprises can safely develop and deploy customized large language models built around their data and security requirements—empowering smarter automation, analytics, and decision-making.

Impact on Individuals

After completing this course, you will:

Understand the foundations of generative AI
Recognize the strengths of Granite models in enterprise use cases
Gain the ability to train, deploy, and serve LLMs securely with Red Hat Enterprise Linux AI

For corporate groups, we can organize this training as an on-site private group.

Prerequisites

A basic understanding of Artificial Intelligence (AI) and Machine Learning (ML) concepts (recommended, not mandatory).
Familiarity with Linux command-line operations.

Who Should Attend

This course is designed for:

Data Scientists and AI Engineers interested in learning about Granite models and fine-tuning methods for business applications.
Developers and ML Practitioners seeking to build, test, and operate AI-driven enterprise solutions securely.
System Administrators managing hybrid cloud infrastructures and integrating generative AI workflows with compliance and security in mind.
Business Experts and SMEs contributing to AI model training aligned with their organizational goals.

What You Will Learn

Generative AI Essentials: Learn about key capabilities, challenges, and leading model architectures.
Granite Models in Enterprise AI: Explore how Granite models address real-world enterprise scenarios.
Training LLMs with Red Hat Enterprise Linux AI: Understand the processes behind model training and fine-tuning.
Deploying Custom Models: Learn how to serve and manage trained generative AI models efficiently.

Training Outline

1. Generative AI Fundamentals
Discover what generative AI is, why it matters, and how to identify the right models and techniques for various use cases.

2. Granite Models for Enterprise AI
Explore the Granite model suite and how it compares to larger, closed models for solving enterprise-level challenges.

3. Training Large Language Models (LLMs)
Collaborate across technical and non-technical teams to train business-specific LLMs using Red Hat Enterprise Linux AI and IBM Granite.

4. Deploying Trained Models
Learn to deploy, serve, and manage fine-tuned generative AI models using Red Hat’s secure AI infrastructure.

Why Choose Us

Leading UK-based global training provider since 1995.

Experience Develop, Test, and Run Granite Family LLMs with Red Hat Enterprise Linux AI (AI296) through Bilginç IT Academy's live and interactive virtual classroom environment. Join a Public course as an individual delegate or arrange a dedicated Private / In-house online training program exclusively for your organization.

Delivery Method: Online Instructor-Led
Participation Model: Public / Private (In-house)
Live and Interactive Training: Connect with your instructor in real time and actively participate through discussions, Q&A sessions, practical exercises, and group activities.
Flexible Participation: Join the training from your home, office, or any location with a suitable internet connection.
Expert Trainer Network: Learn from experienced trainers with strong industry backgrounds and practical field expertise.
Over 30 Years of Training Expertise: Benefit from Bilginç IT Academy's professional training experience since 1995.
Worldwide Access: Join our live virtual classrooms from anywhere in the world or arrange a dedicated online training program for your organization.

Experience Develop, Test, and Run Granite Family LLMs with Red Hat Enterprise Linux AI (AI296) in a professional face-to-face classroom environment. Classroom Based training can be delivered as a Public course open to individual delegates or as a dedicated Private / In-house class exclusively for your organization.

Delivery Method: Classroom Based
Participation Model: Public / Private (In-house)
Face-to-Face Learning: Interact directly with your instructor and fellow delegates in an engaging classroom environment.
Experienced Trainers: Learn from specialists with extensive industry experience and practical real-world knowledge.
Professional Training Environment: Attend training in comfortable, well-equipped classrooms designed to support effective learning.
Practical Learning: Depending on the course, reinforce your knowledge through hands-on exercises, scenarios, case studies, and instructor-led activities.

Arrange Develop, Test, and Run Granite Family LLMs with Red Hat Enterprise Linux AI (AI296) as a dedicated Onsite training program for your organization. Bilginç IT Academy trainers can deliver the training at your office or another location of your choice, with the program planned around your team's requirements and business objectives.

Delivery Method: Onsite
Participation Model: Private (In-house)
Training at Your Preferred Location: Organize the training at your company's office or another location selected by your organization.
Tailored Course Content: Adapt the training program to your projects, team structure, existing skill levels, and specific business requirements.
Team-Focused Learning: Develop your team around a shared knowledge base while strengthening internal collaboration and knowledge transfer.
Flexible Scheduling: Plan the training dates, location, and program according to your organization's operational requirements.
Worldwide Onsite Delivery: Bilginç IT Academy trainers can travel internationally to deliver dedicated training programs at your preferred location.