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End to End Machine Learning

An automated machine learning project. It starts by scraping data of house prices and saves data in postgresql; then proceeds to cleaning, transforming and finally finding the best algorithm to be used for prediction.

  • Pthon
  • Machine Learning
  • PostgresQL
  • Scrapy

End to End Neural Network

An automated ANN project. It starts by scraping data and saving them in MongoDB; then it initiates the neural network model training, train and saves the model alongside the preprocessor object in a folder called "data", and lastly runs the GUI for user input and makes prediction based on the created model.

  • Python
  • Artifitial Neural Network
  • MongoDB
  • Tkinter
  • Scrapy

Market Basket Analysis

This project contains the following steps: cleaning the data, Extracting the rules and recomendation system to recommend 3 products the user based on his previous choices.

  • Python
  • Machine Learning

Hotel Room Reservation API

This project contains a backend for a hotel reservation website using "SQLAlchemy", "PostgreSQL" and "FaseAPI". There is an schematic image of database created by pgadmin that shows the dynamic of database

  • Python
  • SQLAlchemy
  • FastAPI
  • PostgreSQL
  • Databse Design