Ibtihel Gharsalah's Projects
A clustering ML project that performs a customer segmentation on a 2000-record dataset of various customers with different characteristics.
My project is based on a database of a blood bank within my hometown (Maamoura/Nabeul). It contains 5 tables containing a maximum of 9 attributes each. It stores data about the donors, patients and white coats (doctors and nurses) by their IDs within that same blood bank.
a RESTful, AI-empowered API that allows businesses to measure the satisfaction of their customers in real-time.
A web app that uses NLP tasks for document manipulation and QA.
An AI model that reads and Analyzes incoming emails and determines whether they are positive, negative or neutral using a Deep learning algorithm.
Useful Cheat sheets to manipulate git and github
Handwritten Digit Recognition using KNN with the MNIST dataset. Implementing scikit-learn, this project trains a K-Nearest Neighbors classifier to recognize handwritten digits.
Excited to create my first repository
A ML model that predicts house prices using multiple linear regression.
A machine learning model that calculates employees' salaries based on their level of experience using polynomial linear regression.
Config files for my GitHub profile.
An AI model that performs sentiment analysis on comments on IMDB movies using NLP algorithms.
My first web development project that consists of a website for "Joory", my small embroidery business.
Marketing Mix Modeling (MMM) Project with Microsoft Excel
An AI model that automatically detects the language of a given text supported by 3 pre-trained NLP models and one ML algorithm.
A deep learning algorithm that uses artificial neural networks to predict whether a patient has diabets.
Real Estate Data Science project demonstrating Python OOP principles, web scraping, data preprocessing, and machine learning modeling for property price forecasting.
A python code that tweets using Twitter API and tweepy library
Updating Python Version in Google Colab