AyedSamy's repositories
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
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
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.
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.
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)
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.
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