MuhamedAhmed11/Classifiaction-CapStone

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MuhamedAhmed11/Classifiaction-CapStone

MuhamedAhmed11

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Analysis for the Heart Disease Dataset, by doing some features correlations, going through some quick plot visualizations, analyzing them and getting some conclusions. And then will proceed to apply several ML models to see which yields better results and finishing with Classifier models

Shop-App-Flutter

Building an E-commerce Application UI using Flutter, dart for Android, and iOS.

Audio-Fingerprinting-App

Like Shazam, Audio Fingerprinting Application with Python and Qt Designer (PyQt5).

CNN_PatternRecognition_Project

Jupyter Notebook

Image-Processing-Demo-App

It's a Demo Desktop Application which is responsible for performing Image Processing techniques such as: Adding, Removing Noise, Detecting Edges, Filtering, Histogram, Equalizing Images.

guess_game

MuhamedAhmed11

Image-Segmentation-Clustering

The goal of this tutorial is to investigate the usefulness of two clustering-based methods namely, Fuzzy C-mean (FCM) and Expectation-Maximization (EM) algorithms

Jupyter Notebook

Akhbarona-News-Classification

Text Classfication Project on an Arabic News Dataset "Akhbarona" from Text Classfication Project on an Arabic News Dataset "Akhbarona" from Single-Label Arabic News Articles Dataset for Automatic Text Categorization (SANAD) - https://data.mendeley.com/datasets/57zpx667y9/2

Jupyter Notebook

Data-Analysis-App

Brain-Tumor-Detection

Building a detection model using a Convolutional Neural Network in Tensorflow & Keras. Used a brain MRI images dataset founded on Kaggle.

Jupyter Notebook

YOLO

Trying YOLO Algorithm on Images, and Videos.

Jupyter Notebook

Image-Segmentation-RegionGrowing

The goal of this tutorial is to investigate the effectiveness of the region growing (RG) algorithm for image segmentation. We'll apply the RG algorithm to 2D and 3D images.

bookly_app_overview

Mobile app integrated with Google Books API that can perform full-text searches and retrieve book information, viewability and eBook availability. You can also manage your personal bookshelves.

Image-Characterization-Texture

Create output images corresponding to different texture descriptors. We will then use these descriptors to enhance the Region Growing segmentation algorithm.

Tweets-Disaster-Classification

Raw-to-Presentation-Mammography

Convert the RAW mammographic image to be similar to the PRESENTATION one using Python Script

Jupyter Notebook

Financial-Sentiment-Analysis

Financial Sentiment Analysis on Kaggle Dataset using differnet NLP techniques such as RNN, LSTM, and GRU - https://www.kaggle.com/datasets/sbhatti/financial-sentiment-analysis

Jupyter Notebook

Bioinformatics-Desktop-App

Desktop Application using Python and Qt, The App is responsible for doing Pairwise Multiple Sequences Alignment (Global & Local), Multiple Sequence Alignment, Generating Phylogenetic tree, Calculating Percentage of Chemical Components in DNA (A, C, G, T) & RNA (A, C, G, U), Converting DNA to RNA (Transcription), and Converting DNA to Protein (Translation).

TicTacToe

Jupyter Notebook

bee_degree_primary1_overview

Mobile Application designed for children. It makes learning English more exciting and delightful through developing the main four skills of learning; listening, reading, speaking and writing.

bee_degree_connect_plus_overview

Mobile Application designed for children. It makes learning English more exciting and delightful through developing the main four skills of learning; listening, reading, speaking and writing.

Rock_Paper_Scissors

Jupyter Notebook

Sentiment-Analysis

Sentiment Analysis for sample text by using NLTK library

Image-Processing-App

bee-degree-privacy

Regression-Capstone

Building different regression models on Concrete Data to get best Concrete Compressive Strength

Jupyter Notebook