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nouran936's Projects

diabetes-health-indictor icon diabetes-health-indictor

We made preprocessing, feature extraction and selection, model training, model evaluation and testing the models with new data to predict if the user has prediabetes/diabetes or no diabetes from the given features. This project was made on diabetes _ binary _ health _ indicators _ BRFSS2015.csv dataset and the language used is python. Spring 2022

jewelry-store-website icon jewelry-store-website

Another new task in my front end web development diploma. I have chosen to design website for a jewelry store using html & css.

kidzania-ms-system-analysis-and-design icon kidzania-ms-system-analysis-and-design

Created different types of diagrams for KidZania management system. The diagrams use case, DFD, class diagram, and sequence diagram were delivered through two milestones over the fall semester 2022-2023.

movie-popularity-prediction icon movie-popularity-prediction

Movie popularity prediction project was delivered on two milestones during spring semester 2023. Dataset used: movies recommendation system TMDB 500 dataset on Kaggle. Language used: Python

music-academy-website icon music-academy-website

A handson task in my front end web development diploma. I have chosen to design webpage for a music academy using html & css.

news-groups-classification-nlp icon news-groups-classification-nlp

Used different NLP techniques to preprocess textual data and then we’ve trained different classification models to visualize the accuracy. The language used was python on Google Colab notebooks.

online-marketplace-ms icon online-marketplace-ms

Applied what was taken during the course by using data structures in crating our C++ Online Marketplace Management System project.

sports-website icon sports-website

1st front end website in the faculty summer training, year 2021

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