raghadkhaled Goto Github PK

bag-of-words

Python implementation of (Bag of Words) which is an NLP technique commonly used in text classification.

computer-online-auction-store

SQL Schema, DDL and DML for Auction DB.

deepfake_image_detection

Detect deepfake image using CNN feature extractor and SVM classifier.

deepfake_video_classification

diabetes-prediction

This project aims to predict diabetes, based on the dataset, done as a part of the Machine Learning Nanodegree program at Udacity.

face_generation

Generate realistic human face images using GAN.

fake_news_classification

fashion-mnist-classification

Build and train a deep neural network model, to recognize and classify images of clothing, like sneakers and shirts in the Fashion-MNIST dataset, using Keras and Tensorflow.

file-encryption-decryption-system

AES for encrypt/decrypt file and RSA for exchange the secrete key between the sender and the receiver.

finding-donors-for-charityml

This final project in the Supervised Learning section, is part of Udacity's Machine Learning Nanodegree program.

fingerprint_classification

food-text-classification-system

This is a machine learning web app, used for food text labeling predictions.

handwritten_digits_recognition

A NN for MNIST handwritten digit classification using TensorFlow and PyTorch.

house-price-prediction

My first ML project! Predicting house prices using Supervised learning (Linear Regression model).

identify-customer-segments

This final project in the Unsupervised Learning section, is part of Udacity's Machine Learning Nanodegree program. I have enjoyed working on it and learned a lot :)

image-classifier

Flowers Image Classification using Deep Learning. This final project in the Deep Learning section is part of Udacity's Machine Learning Nanodegree program.

image_style_transfer

Image style transfer using CNN in PyTorch 🎨🖼.

landmarks_classifier

A CNN landmarks classifier built with PyTorch 🏛.

lexical_and_syntax_analyzers

Build the first two phases of compilation process.

madad-app

A volunteer application that was made in the Socialthon Hackathon (with my our group).

navigation-system-for-searching-the-emergency-exit

Implement A* algorithm in problem from real-life.

nn_scratch

Neural Networks classifier from Scratch in various AI libraries.

office_houres_website

optimization_and_metaheuristics

Detect deepfake video using CNN with optimization method.

perceptron

Build and train a single and multi Layer Neural Network using Numpy.

pneumonia_classification

Classify whether an X-ray scan is pneumonia or normal.

predict_bike_sharing_ride

A Neural Network from scratch using NumPy to predict bike-sharing pattern.

robot-navigation-system

This is a project I have done for the Data Structures course in my university education.

sentiment_analysis

Sentiment analysis of movie reviews 👍👎.

spam-detection

A small ML Project for detecting and classifying SMS messages as spam or not spam.