Ibtihel Gharsalah's repositories
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.
Joory-Website-Development
My first web development project that consists of a website for "Joory", my small embroidery business.
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
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.
Customer_Satisfaction_Analyzer
a RESTful, AI-empowered API that allows businesses to measure the satisfaction of their customers in real-time.
Document-Summarization-and-Information-Retrieval
A web app that uses NLP tasks for document manipulation and QA.
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.
Git-Cheat-Sheets
Useful Cheat sheets to manipulate git and github
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.
hello_world
Excited to create my first repository
House-Price-Prediction
A ML model that predicts house prices using multiple linear regression.
HR-Salary-Calculation
A machine learning model that calculates employees' salaries based on their level of experience using polynomial linear regression.
ibtihelgharsalah
Config files for my GitHub profile.
IMDB-Reviews-Sentiment-Analysis
An AI model that performs sentiment analysis on comments on IMDB movies using NLP algorithms.
Level1_MMM_Project
Marketing Mix Modeling (MMM) Project with Microsoft Excel
Predicting-Diabets-ANN
A deep learning algorithm that uses artificial neural networks to predict whether a patient has diabets.
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
A python code that tweets using Twitter API and tweepy library
Update-Python-Version
Updating Python Version in Google Colab