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Ahmed Omar's Projects

a-step-forward-into-xai icon a-step-forward-into-xai

Comprehnsive study and analysis of performing multi-class classification using the traditional way Vs using multi-task architecrture for making a step forward into Explainable AI

adm icon adm

Here you find the homeworks of ADM class of the MSc in Data Science @ La Sapienza University

emotorch icon emotorch

Project of Facebook Hackathon Contest 2020 in AI Track - PyTorch

forecasting-inflation-from-tweets icon forecasting-inflation-from-tweets

In this project, I extracted +40 leading indicators to forecast the UK inflation rate from Twitter tweets from 2018 to 2022 in the UK for the Data-Driven Economics course in my master's at Sapienza University

heart-failure-prediction icon heart-failure-prediction

As part of my work for the Big Data and Official Statistics course, I surpassed the performance of the paper authors by 3% on Accuracy and 5.3% on F1.

image-classifier icon image-classifier

Inspired by Graduation Project of Udacity AI Programming with Python Nanodegree

pygat icon pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

three-levels-of-projects icon three-levels-of-projects

A list of the three different project types mentioned in this video: https://www.youtube.com/watch?v=RYE0QQKJI9o

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