Generative AI Foundation, MCP, RAG & Building Agents (eLearning) EN

Take the next step in expanding your AI skills and learn advanced GPT customisation, how to build AI Agents, and Agentic business redesign.

Welcome to our Generative AI Foundation learning path. With the rise and rapid adoption of Large Language Models (LLMs) such as ChatGPT, Gemini, Claude, and Copilot, and multimodal models such as Stable Diffusion image generators and voice/music engines, it is now possible for everyone to create high-quality creative content quickly and at low cost.

The next step is to configure LLMs and Large Reasoning Models (LRMs) in such a way that we can improve our personal efficiency through Skills, or significantly enhance entire business activities through customised Agents. In this learning path, you will learn about these topics and get hands-on experience building Agents.

You will learn new techniques such as Retrieval Augmented Generation (RAG), Fine-Tuning, and the Model Context Protocol (MCP). We also cover LRMs and Agentic AI, and you will work with an example of these in practice. This learning journey represents the next level in Generative AI. We introduce the technology and then guide you in identifying applications and developing an Agent Proof of Concept solution for them.

The Generative AI Foundation programme is designed for professionals who want to build a solid foundation in artificial intelligence and learn how AI can be applied practically in their work.

This course is suitable for:

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• Managers and team leaders who want to understand AI and use it strategically within their organisation.
  
  
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• Business professionals who want to expand their knowledge of data, AI, and digital transformation.
  
  
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• Consultants and advisors who support organisations with AI implementations.
  
  
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• Employees in marketing, product development, operations, or customer experience who want to apply AI tools.
  
  
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• Anyone who wants a solid theoretical and practical foundation in AI, including machine learning and generative AI, without requiring in-depth technical prior knowledge.
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This is an advanced programme in Generative AI. It requires proficiency in prompting and an understanding of how LLMs work, as well as technical insight into how ICT applications are developed.

By completing this e-learning, you will:

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  Master Content Generation: Discover how to use AI to generate text, images, voice, and video cost-effectively.

  
  
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  Understand the "Why": Gain an in-depth understanding of the concepts underlying Generative AI, including Encoders, Transformers, and Diffusion.

  
  
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  Direct AI with Precision: Learn to steer Large Language Models (like GPT-4) to produce the exact high-quality content you need.

  
  
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  Customise & Integrate: Dive into the mechanics of RAG (Retrieval-Augmented Generation) to make AI work with your own data.

  
  
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  Master Agentic AI: Understand the impact of Model Context Protocol (MCP) and learn to work with reasoning models (LRMs) and autonomous agents.

  
  
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  Navigate Ethics & Law: Confidently review ethical issues and ensure compliance with the new EU AI Act.

  
  
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  Create Your Own Assets: Build your own avatar for use in communications, videos, and games.

  
  
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This is an e-learning course. Completing the modules takes approximately 8 hours. The e-learning is available immediately after purchase, allowing you to go through the material at your own pace.

This learning path consists of:  

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• an eLearning consisting of a series of multi-media micro-learnings
  
  
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• access to our AI playground in which you build your first AI models and can practice prompting
  
  
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• quizzes to test your knowledge
  
  
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• support via our AI 'learning buddy' to experience an Agent helping you  
  
  
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• examples of advanced agents including our EU AI Act Buddy  
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Deepen your expertise with our additional learning pathways:

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• AI Foundation – Build a solid foundation in artificial intelligence, from machine learning to strategic implementation.
  
  
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• AI Brevet – The ideal entry-level course for any professional who wants to quickly master the essentials of AI and digital skills.
  
  
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• Growth & AI – Learn how to use AI tools specifically for data-driven growth, marketing optimisation, and scalability.
  
  
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• Data Management for the AI Era – Learn how to manage data for AI, including vector databases.
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Tip: Not sure which step is right for your career? Contact us for a personal advisory consultation.

This training is an e-learning with the indicated duration. It can also be followed as a blended programme, where you combine the e-learning with an additional one-day classroom session. 

This learning path starts at the “final level” of our Generative AI Essentials learning path and adds:

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• Advanced Prompt Engineering and System Instructions
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• Retrieval-Augmented Generation
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• Fine-Tuning
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• Model Context Protocol
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• Using workflows to configure a multi-agent solution
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• Voice, music, and video generation
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• Software generation with Claude Code and OpenAI Codex
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• Ethics and the EU AI Act
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