This AI and LLMs development training program has been designed with the support of top experts in Generative AI and will notably enable you to:
Employed at the most innovative companies on the market, they will deliver their best methods to you and share their successes as well as their failures.
Adrien Morvan
Data Science Manager
Pierre Thary
Senior Data Scientist
Bettina Hermant
Senior Machine Learning Engineer
Partie 1 - Fondamentaux et fonctionnement des LLMs
Introduction to LLMs
Exploration of large language models, including variants such as GPT and BERT.
Investigation of practical applications of LLMs across various domains.
Comparison of different models and their specific characteristics.
Training and Bias in LLMs
Exploration of methods for training LLMs on large corpora.
Fine-tuning techniques for customizing models.
Identification of potential biases and discussions for responsible AI.
[WORKSHOP]
Hands-on Group Workshop
Exploration of pre-trained LLMs via a platform like Hugging Face.
Partie 2 - Amélioration des performances grâce au RAG
Introduction to RAG
Understanding retrieval-augmented generation and its benefits.
How RAG improves the accuracy of LLMs.
Indexing techniques for efficient data retrieval.
Integration and Optimization of RAG
Integration of retrieved information and generation capabilities.
Techniques to refine the relevance of generated responses.
Evaluation and optimization methods for RAG systems.
[WORKSHOP]
Hands-on Group Workshop
Implementation of a simple RAG system with an LLM and a knowledge base.
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AI and Customization of LLM
4.8
5 out of
658
meetings
Custom-designed by experts working in the most innovative companies on the market, our AI and LLMs and RAG development training offers you a comprehensive and practical experience with the latest LLM training methods and the latest fine-tuning techniques.
Customize this training theme
Learn from the top industry experts, current leaders
Custom training tailored to your specific objectives
Practice with real cases from your sector and your industry
Custom format individual/workshops/collective in-person/remote
