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Ibtihel Gharsalah's Projects

advanced-customer-segmentation icon advanced-customer-segmentation

A clustering ML project that performs a customer segmentation on a 2000-record dataset of various customers with different characteristics.

blood-bank-database-management-system icon blood-bank-database-management-system

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.

email-sentiment-analysis icon email-sentiment-analysis

An AI model that reads and Analyzes incoming emails and determines whether they are positive, negative or neutral using a Deep learning algorithm.

hand-witten-digits-recognition icon hand-witten-digits-recognition

Handwritten Digit Recognition using KNN with the MNIST dataset. Implementing scikit-learn, this project trains a K-Nearest Neighbors classifier to recognize handwritten digits.

hr-salary-calculation icon hr-salary-calculation

A machine learning model that calculates employees' salaries based on their level of experience using polynomial linear regression.

nlp-language-detection icon nlp-language-detection

An AI model that automatically detects the language of a given text supported by 3 pre-trained NLP models and one ML algorithm.

predicting-diabets-ann icon predicting-diabets-ann

A deep learning algorithm that uses artificial neural networks to predict whether a patient has diabets.

realtor_scraper_-_home_price_regressor icon realtor_scraper_-_home_price_regressor

Real Estate Data Science project demonstrating Python OOP principles, web scraping, data preprocessing, and machine learning modeling for property price forecasting.

twitter_api icon twitter_api

A python code that tweets using Twitter API and tweepy library

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