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ahmedsamirio's Projects

1000-quran-verses icon 1000-quran-verses

An analysis carried out to figure the easiest way to recite 1000 verses from the Holy Quran.

disaster-response-app icon disaster-response-app

A webapp for classification of disaster messages using a machine learning model trained on figure8 disaster response dataset. (Part of Udacity Data Scientist Nanodegree)

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

lo2ta icon lo2ta

Lo2ta is a car ad recommendation enigne deployed on django web app. It recommends the best deals from all the ads available on OLX for any model that you choose.

movie-maps icon movie-maps

A webapp which visualizes the relationship between characters in the script using network analysis.

nfl-player-contact-detection icon nfl-player-contact-detection

This repo contains my solution for the NFL 1st and Future - Player Contact Detection Kaggle competition, which yields the 35th position (out of 939 teams) and a silver medal.

olx-car-ad-scraper icon olx-car-ad-scraper

A web scraper which scrapes all the available car ads in OLX website into a csv file.

stackoverflow-analysis icon stackoverflow-analysis

An analysis of the data science job market using stackoverflow survey datasets over the years. (Part of Udacity Data Scientist Nanodegree)

tmdb_analysis icon tmdb_analysis

TMDb (The Movie Database) is a database which contain information about movies' cast, directors, user ratings, budget, revenus, etc.

transformers icon transformers

My implementation of the transformer architecture from "Attention Is All You Need" paper

twitter-crawler icon twitter-crawler

A python script the uses Twitter API to crawl through a tree of users for a specified depth to collect data that isn't bound by queries or keywords.

uwmadison-mri-segmentation icon uwmadison-mri-segmentation

This repo contains my workspace for the UW Madison GI Tract Segmentation Competition, where I ranked the 23rd and won a silver medal.

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