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Tutoriels sur l'IA

Tenez-vous au courant des dernières techniques, outils et recherches en matière d'intelligence artificielle. Nos tutoriels sur l'IA vous guideront dans l'utilisation de modèles d'apprentissage automatique complexes.
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OpenAI o1-preview Tutorial: Building a Machine Learning Project

Learn how to use OpenAI o1 to build an end-to-end machine learning project from scratch using just one prompt.

Abid Ali Awan

15 septembre 2024

CrewAI: A Guide With Examples of Multi AI Agent Systems

CrewAI is a platform that enables developers to build and deploy automated workflows using multiple AI agents that collaborate to perform complex tasks.
Bhavishya Pandit's photo

Bhavishya Pandit

12 septembre 2024

Getting Started With OpenAI Structured Outputs

Learn how to get started with OpenAI Structured Outputs, understand its new syntax, and explore its key applications.
Bex Tuychiev's photo

Bex Tuychiev

11 septembre 2024

Replit Agent: A Guide With Practical Examples

Learn how to set up Replit Agent and discover how to use it through an example walkthrough and 10 real-world use cases.
Dr Ana Rojo-Echeburúa's photo

Dr Ana Rojo-Echeburúa

10 septembre 2024

Reflection Llama-3.1 70B: Testing & Summary of What We Know

Reflection Llama-3.1 70B, trained with Reflection-Tuning, claims to surpass GPT-4o and Claude 3.5 Sonnet but has faced reproducibility and verification issues so far.
Ryan Ong's photo

Ryan Ong

8 septembre 2024

RAG With Llama 3.1 8B, Ollama, and Langchain: Tutorial

Learn to build a RAG application with Llama 3.1 8B using Ollama and Langchain by setting up the environment, processing documents, creating embeddings, and integrating a retriever.
Ryan Ong's photo

Ryan Ong

5 septembre 2024

Fine-Tuning SAM 2 on a Custom Dataset: Tutorial

Learn how to fine-tune Meta AI's SAM 2 using the Chest CT Segmentation dataset to improve the model's image segmentation performance in medical image analysis.
Aashi Dutt's photo

Aashi Dutt

3 septembre 2024

Time Series Forecasting With TimeGPT

Learn how to fine-tune TimeGPT, the first foundational model for time series datasets, for forecasting and anomaly detection with just a few lines of code.
Abid Ali Awan's photo

Abid Ali Awan

2 septembre 2024

LlaMA-Factory WebUI Beginner's Guide: Fine-Tuning LLMs

Learn how to fine-tune LLMs on custom datasets, evaluate performance, and seamlessly export and serve models using the LLaMA-Factory's low/no-code framework.
Abid Ali Awan's photo

Abid Ali Awan

2 septembre 2024

Cursor AI: A Guide With 10 Practical Examples

Learn how to install Cursor AI on Windows, macOS, and Linux, and discover how to use it through 10 different use cases.
François Aubry's photo

François Aubry

9 mars 2026

RankGPT as a Re-Ranking Agent for RAG (Tutorial)

RankGPT is a method that uses LLMs like ChatGPT to re-rank retrieved documents in RAG systems, improving the quality of the output by prioritizing the most relevant information.
Ryan Ong's photo

Ryan Ong

29 août 2024

Building LangChain Agents to Automate Tasks in Python

A comprehensive tutorial on building multi-tool LangChain agents to automate tasks in Python using LLMs and chat models using OpenAI.
Bex Tuychiev's photo

Bex Tuychiev

28 août 2024