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.
Charles de Lassence
Lead Data Scientist
Cao Tri Do
Lead Data Scientist
Bettina Hermant
Senior Machine Learning Engineer
Partie 1 - Comprendre et concevoir une architecture RAG
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 - Industrialiser et sécuriser son système 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.
Why choose On train over other types of training?
How do you select your trainers?
What are the financing options for training programs?
What is On train's teaching method?
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
FEEDBACKS
4.5
This training is rated
Ce training est noté
out of 5.
We have gathered more than
500
Feedbacks.
View all reviews
Charlène
formation intéressante et accessible, pile le bon niveau par rapport à ce qu'on faisait déjà chez PlayPlay c'était la continuité parfaite avec nos tâches actuelles liées à l'IA. Bien de faire un mix entre formation et cas pratique et ce qui va rester sont surtout les petits conseils qu'on peut appliquer très simplement dans notre quotidien
Aicha
C'était bien, nous avons crée ensemble des agents, les intervenants ont repondus a nos questions
Antonin
Présentation claire. Bonne première cession adaptée à notre besoin d'acculturation et de sensibilisation aux enjeux de l'IA.
C
Exemples concrets adaptés a notre travail, mise en pratique et vocabulaire simple
P
Intéressant, cas d’usages pertinents et tips utiles.
Feinda
Moi qui utilise quotidiennement l'IA, j'ai appris quelques tips qui m'aideront à être plus efficace. Malheureusement Copilot est trop limité : impossible de générer des PowerPoint efficace et notre licence ne nous permet pas de l'utiliser pour la gestion des emails
Sahra
Training intéressant, principalement théorique avec un peu de pratique. C'était agréable à suivre et cela m'a permis de mieux comprendre les bases et les possibilités offertes par l'intelligence artificielle.
