Sayed Gamal's repositories
Problem-Solving
A collection of solutions to coding challenges and other problems from LeetCode and various platforms, organized with a topic structure directory for easy navigation, and featuring readable code for each solved problem.
ALGORITHMS
This repository is implementations for common algorithms in python
Data-Science
This is a repository for Data Science Projects.
INTRO-TO-ALGORITHMS
This is algorithms book related repository. Contains explanation for the topics I understand from this book, summaries for each chapter and problems solution.
Digit-Recognizer-APP
This project implements a Convolutional Neural Network (CNN) to classify handwritten digits from the MNIST dataset. The trained model is deployed as a web application using Streamlit, allowing users to interactively upload images of handwritten digits and receive real-time predictions.
Microscopic-Medical-Parasitology-Classification
This repository focuses on classifying microscopic images of parasites using deep learning. It features a dataset of 15 parasitic classes, enhanced by Keras's image preprocessing and transfer learning with ResNet. The project aims to improve diagnostic capabilities in medical parasitology and has achieved great results in competitive evaluation.
Predicting-Bank-Customer-Churn-using-Machine-Learning
This repository contains a machine learning project aimed at predicting whether a bank customer will churn (close their account) based on various features such as credit score, age, tenure, account balance, and product usage.
Titanic-Survival-Prediction-Advanced-Techniques
This project aims to predict the survival rates of passengers aboard the Titanic using the Titanic dataset. The analysis follows a structured approach, encompassing data exploration, preprocessing, feature engineering, creative modeling, and evaluation.