Generative Artificial Intelligences and LLMs
Organisation & Transformation de l’EntrepriseDescription
Introduction
Generative AI (GenAI) and Large Language Models (LLMs) have transformed the field of artificial intelligence—both in terms of their applicability to real-world problems and their accessibility to a wider audience.
In this course, we’ll explore what artificial intelligence really is: its capabilities, its limitations, and its impact on our world. We’ll take a brief look at its historical evolution and discover how large language models (LLMs) are making AI more accessible and useful than ever before.
Programme
Introduction
- General course overview, objectives, and the importance of understanding artificial intelligence today 
- Simple definition, key milestones and major developments in the history of AI 
- Introduction to machine learning with a simple overview of fundamental mathematical concepts 
- Definition and role of large language models (LLMs) in AI 
LLMs
- General presentation of LLMs 
- Simplified explanation of how LLMs work internally 
- Technical limitations and risks associated with language models 
- Application potential of LLMs across various professional fields 
- Introduction to generative AI, its capabilities, and uses 
- Reasoning models used to improve AI response quality 
- Concept of autonomous AI agents and their possible functions 
- Overview of artificial general intelligence and future challenges 
- Practical exercises to apply the learned concepts 
Ethical use
- Ethical principles to follow when using AI, including data privacy 
- Practical advice for responsible and effective AI use 
- Discussion on the potential for generative AI to replace human tasks 
Objectives
By the end of the training, participants will be able to:
- Understand what AI is and how it developed since the middle of the 20th century 
- Understand what LLMs and GenAI are and why they make AI more applicable and accessible 
- Understand the limitations and drawbacks of AI 
- Understand the potential of AI, which tasks it can replace or aid with, and which tasks are beyond its reach 
- Obtain basic AI fluency 
Target audience
This introductory course is intended for a broad audience interested in deepening their understanding of contemporary AI technologies.
Conditions
Course Material
The training material will be handed out at the beginning of the course.
Location
L-1615 Luxembourg
Luxembourg
