hammoud-m

K-means-Clustering

Developing-Submarine-for-Monitoring-Water-Quality-through-a-Cooperative-and-Innovative-Approach

This is my Bachelor's thesis

3D-CNN-model-to-predict-the-diagnosis-of-Azheimer-s-disease

Predicting the diagnosis of Azheimer’s disease, and mild cognitive impairment using 3D CNN model and brain 18F-FDG PET brain scans

Customer-Churn-Prediction-in-Telecommunications-Industry

Image-Transpose-and-enhancement

GPU Programming

K-Nearest-Neighbors-GPU-version

Learning-Systems-Generalization

Anomaly-Detection

working with detecting anomalies in data using basic Python libraries and the PyOD library for detecting anomalies.

Anomaly-Detection2

detecting anomalies in high dimensional data

Automatic-diagnosis-of-Alzheimer-s-disease-using-Deep-Learning

Creating-a-2D-Puzzle-Framework

Image-Segmentation-using-CNNs

design a CNN-based **encoder-decoder architecture** to segment rgb images

Learning-System-ANN

Learning-Systems-Classification

Learning-Systems-Regression

Learning-Systems-SVM

operating-system-kernel-RMTK

RMTK highlights its core functionalities, task management, mailbox-based communication, and timing functions.

Company_Managment_Program

a management program for a Company

data-exploration

Exploring and preparing a dataset for data mining tasks

Data-Security-for-Embedded-Systems

IT Security, Phishing, Cryptography, RSA, SSL, and Advent of Code Challenge.

Data-Security-for-Embedded-Systems2

Kerberos, PIN Verification, and Protocol Fix

Exploring-Association-Rule-Mining

explore association rule mining with Apriori and Networkx libraries. Covers Market Basket Analysis concepts, interestingness measures (support, confidence, lift, conviction), tasks for rule calculation, real-world credit dataset analysis, and discusses entropy's relation to itemset frequency.

Facial_Recognition_Using_Siamese_Network

Image-Classification-using-CNNs

MLP-Regression-Task

Random-Data-Analysis-with-Statistics

This Java code generates random data, calculates its average and variance, and prints the results. It simulates data creation with a given probability, making it useful for statistical analysis and random data generation tasks.

Regression-using-Recurrent-Neural-Networks

Smart-Home-Project

The Smart Home system records temperatures, offers date/time adjustment, displays 7-day data, and provides debugging and light optimization via a user-friendly menu

Spark-Machine-Learning

Weather-Impact-Analysis-Data-Mining

Weather Impact Analysis: Investigate how weather conditions (wind, sea currents,waves) affect fuel consumption on vessels