avatarPierre Guillou

Summary

This webpage contains a collection of articles written by the author on the theme "Deep Learning in practice," primarily based on fastai v1, a Deep Learning framework on Pytorch.

Abstract

The webpage is a compilation of articles written by the author on the theme "Deep Learning in practice." The articles are primarily based on fastai v1, a Deep Learning framework on Pytorch. The objective of this series of articles is to contribute to the creation of effective DL applications by non-specialists who wish to use Artificial Intelligence (AI) in their private or professional life. The articles cover various topics such as AI for Business, AI for Everyone, Installation, Data Augmentation, Web App, AI Projects in health, and NLP. The articles are available in English, French

Deep Learning in practice — DL series

Deep Learning in practice (source)

A complete list of my articles that covers the theme “Deep Learning in practice”.

Mainly based on fastai v1, the Deep Learning framework on Pytorch, the objective of this series of articles is to contribute to the creation of effective DL applications by non-specialists but people wishing to use Artificial Intelligence ​​(AI) in their private or professional life.

Note: the articles are in English but some have a French and/or Portuguese version.

The DL knowledge from the fastai course 2019 (part 1)

AI for Business

AI for everyone

English

French

Portuguese

Installation

Data Augmentation

Web App

AI Projects in health

NLP

GPT-2

Artificial Intelligence
Deep Learning
Fastai
Machine Learning
App Development
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