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algorithms-with-python

Solving katas - algorithmic problems with Python

convolutional-neural-network-with-pytorch

Introductory lab to Convolutional Neural Network with PyTorch

data-jobs-deployment

Machine Learning Web App to predict the salary of data-related jobs based on various criteria like experience, location, role, size of the company, and many other. Built with Flask, deployed using Heroku.

data_storage

Storing data

flutter-shopapp

Working with Flutter to build an iOS & Android shop app, using data storage / authentication tools via Firebase

fraud-detection

Lab revolving around fraud detection, over/under sampling techniques, data exploration

gameoflife

Pygame GUI to illustrate the Game of Life, a cellular automaton devised by the British mathematician John Horton Conway in 1970.

generateur-de-logos

Générateur de logos via web component (pur javascript)

human-resources-analysis

Human Resources Study around an IT Company to perform Data visualization techniques, Exploratory Data Analysis & Machine Learning models to predict Employee Termination.

leboncoin-web-scraper

Python program to web scrape any kind of offer on LeBonCoin.fr, using BeautifulSoup library

loan-prediction-deployment

End-to-end Personal Loan Simulator destined to clients to predict if future loans will be paid off, or defaulted. Supervised Machine Learning Web App built with Flask and deployed using Heroku.

nlp-emotion-classification

Emotion classification of messages sent by thousands of people via their mobile phone. Creation of an end-to-end web application using Streamlit.

pygame-snake

pytorch-banknote-classifier

Web application to classify banknote images (euro currency) using PyTorch & deep convolutional neural network. Dataset created via Google Image web scraping

pytorch-dog-vs-cat-classification

Deep Convolutional Neural Network using PyTorch library to classify dogs and cats images

pytorch-fr-coronavirus-chatbot

French Chatbot answering user questions about Coronavirus. Implemented with PyTorch and based on a trained neural network. An end-to-end web application using Flask framework is now available on Heroku.