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Mahmoud Galal Ahmed's Projects

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

come-and-see icon come-and-see

Full e-commerce website and its admin panel, both built from scratch using native PHP, Mysql, html, css and javascript.

coursera icon coursera

Data sets and scripts for Coursera Big Data Specialization.

creating-customer-segments icon creating-customer-segments

Unsupervised model that will analyze a dataset containing data on various customers' annual spending amounts (reported in monetary units) of diverse product categories for internal structure.

crm-system icon crm-system

Company resources management system using angular 4.

data-science icon data-science

:bar_chart: Path to a free self-taught education in Data Science!

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

digit_recognition icon digit_recognition

Digit recognition using MNIST digits dataset that contains 60,000 28x28 grayscale images of the 10 digits, along with a test set of 10,000 images.

dog-breed-classifier icon dog-breed-classifier

A convolutional neural network classifier meant to classify images whether it's a human or a dog and what's more important that it identify the breed which the dog belongs to.

finding-donors-classifier icon finding-donors-classifier

Supervised learning classifier that classify people based on their income, Understanding an individual's income can help a non-profit better understand how large of a donation to request, or whether or not they should reach out to begin with.

github-searcher icon github-searcher

Angular 2 application that utilizes the github API and search its user base for specific user.

image-augmentation icon image-augmentation

Image augmentation problem is essential for solving overfitting problems in deep learning. In this project i augmented cifar10 dataset and constructed the structure then trained the neural net.

mnist_mlp icon mnist_mlp

Developing a multi-layer perceptron to classify objects in MNIST dataset

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