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Ce repository contient les sources des tutos du site datacorner.fr

This repository contains all sources and code used in the web site aishelf.org.
aishelf.org is an english (translated) mirror of datacorner.fr, to jump from datacorner.fr to aishelf.org just add /en/ manually to the datacorner.fr URL like this datacorner.fr/en redirects to aishelf.org

Content per folder

audio

Gestion des données audio / audio data management

LLM

Some notebooks on LLM plays and quick tutos

  • Take your first steps with an LLM see here

Auto ML

Solution d'auto ML / AUto-ML solutions

computer-vision

Vision par ordinateur / Computer vision

  • deskew All about deskeing an image with Python see here
  • facial-recognition Face detection using OpenCV & Python from an Image, from a video
  • image-processing several notebook on how to manage images see here
  • multipledocsplit Managing & separationg several documents in one page [IN PROGRESS]
  • opencv This folder contains various data that is used by cv libraries and/or demo applications (Coming from OpenCV).
  • shape-recognition Shape detection using OpenCV
  • signature [IN PROGRESS]
  • tessFactures Managing invoices see here
  • tesseract tutos around Tesseract usage Basics, Advanced
  • yolo Implementing YOLO deep NN See here

data-access

Accès aux données, connecteurs, etc. / Data connectivity

data-analysis

Analyse de données / Data Analysis & Data profiling

  • Correlation Columns & data correlation detection examples see here
  • pandas-profiling profile your data see here

data-prep

Préparation de données / Data preparation

  • datasplit split your data examples see here
  • features-ingeneering one-hot encoding and more see here
  • features-scaling why and how to scale your data see here
  • eda dataprep.eda usage see here

data-viz

Visualisation de données / Data vizualisation

  • matplotlib Python matplotlib help and starter see here
  • orange how to use orange free tool

datasources

Sources de données utilisées / Data sources used in the web site

deep-learning

Deep learning

  • fruit classify fruit with CNN implementation see here
  • titanic first keras/tensorflow try with titanic data see here

modeling

Modélisation Machine Learning / Machine Learning Modelization

publish

Publication de données / Data publication

  • eve eve usage
  • flask deploy your Python as a web service see here

string-management

Gestion des données textuelles / Text management

  • basics basics stuff around text management see here
  • nlp Spacy, NLTKand other stuff to do NLP NLTK, spacy
  • sentiment-analysis simple example on how to implement sentiment analysis

uses-cases

etudes de cas / Uses cases

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Ce répertoire contient les sources des tutos du site datacorner.fr

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