About Ahmed Gad

Ahmed Gad received his B.Sc. degree with excellent with honors in information technology from the Faculty of Computers and Information (FCI), Menoufia University, Egypt, in July 2015. For being ranked first in his faculty, he was recommended to work as a teaching assistant in one of the Egyptian institutes in 2015 and then in 2016 to work as a teaching assistant and a researcher in his faculty. His current research interests include deep learning, machine learning, artificial intelligence, digital signal processing, and computer vision.

Ahmed Gad Posts (20)

• Breaking Privacy in Federated Learning - 26 Aug 2020
  
  Despite the benefits of federated learning, there are still ways of breaching a user’s privacy, even without sharing private data. In this article, we’ll review some research papers that discuss how federated learning includes this vulnerability.
• Introduction to Federated Learning - 20 Aug 2020
  
  Federated learning means enabling on-device training, model personalization, and more. Read more about it in this article.
• Feature Reduction using Genetic Algorithm with Python - 25 Mar 2019
  
  This tutorial discusses how to use the genetic algorithm (GA) for reducing the feature vector extracted from the Fruits360 dataset in Python mainly using NumPy and Sklearn.
• Artificial Neural Networks Optimization using Genetic Algorithm with Python - 18 Mar 2019
  
  This tutorial explains the usage of the genetic algorithm for optimizing the network weights of an Artificial Neural Network for improved performance.
• Artificial Neural Network Implementation using NumPy and Image Classification - 21 Feb 2019
  
  This tutorial builds artificial neural network in Python using NumPy from scratch in order to do an image classification application for the Fruits360 dataset
• Building Surveillance System Using USB Camera and Wireless-Connected Raspberry Pi - 06 Nov 2018
  
  Read this post to learn how to build a surveillance system using a USB camera plugged into Raspberry Pi (RPi) which is connected a PC using its wireless interface.
• Building an Image Classifier Running on Raspberry Pi - 09 Oct 2018
  
  The tutorial starts by building the Physical network connecting Raspberry Pi to the PC via a router. After preparing their IPv4 addresses, SSH session is created for remotely accessing of the Raspberry Pi. After uploading the classification project using FTP, clients can access it using web browsers for classifying images.
• Intuitive Ensemble Learning Guide with Gradient Boosting - 30 Jul 2018
  
  This tutorial discusses the importance of ensemble learning with gradient boosting as a study case.
• Genetic Algorithm Implementation in Python - 24 Jul 2018
  
  This tutorial will implement the genetic algorithm optimization technique in Python based on a simple example in which we are trying to maximize the output of an equation.
• Beginners Ask “How Many Hidden Layers/Neurons to Use in Artificial Neural Networks?” - 16 Jul 2018
  
  By the end of this article, you could at least get the idea of how these questions are answered and be able to test yourself based on simple examples.