Magho

Fitting-Gaussian-Mixture-Models-with-EM

Implement the EM algorithm for a Gaussian mixture model and apply it to cluster images

ML-Washington-specialization-coursera

Machine Learning Specialization on Coursera

Deep_Learning_specilization_Coursera

Deep_Learning_specialization_Coursera

hand-writting-detection

This notebook uses Credit card transsition data to determine if the transition is valid or not

Predicting-House-Prices

Predicting House Prices using graphlab

Compiler-Project

simple_block_chain

Analyzing-Product-Sentiment

Predicting sentiment from product reviews using graph-lab

Art-generation-with-Neural-Style-Transfer

Implementing Neural Style Transfer (NST), with Keras

Board-Game-Review-Prediction-

This notebook predict the average_rating of board games depending on many features including (minplayers, maxplayers, playingtime, ...)

Boosting

Implement Ada boost ensembling, train a boosted decision stump ensemble and Evaluate the effect of boosting

credit-card-fraud-detection

This notebook uses Credit card transsition data to determine if the transition is valid or not

Data-Mining-labs

Data-science-projects

Data Science Specialization from john Hopkins university on coursera

decision-treel

Implementation of decision tree and visualizing over fitting in it

Document-Retrieval

Document retrieval from Wikipedia data using graph-lab

Hierarchical_clustering

A class of clustering methods that seek to build a hierarchy of clusters, in which some clusters contain others

Image-Classification

Using deep features to build an image classifier using graph-lab

Image-Retrieval

Building an image retrieval system with deep features using graph-lab

Lasso-Regression

Lasso Regression Implementation

Latent-Dirichlet-Allocation-for-Text-Data

Apply standard processing techniques on Wikipedia text data and use GraphLab Create to fit a Latent Dirichlet allocation (LDA) model

Morse-Code-using-arduino

Natural-Language-Processing-NLP-

Learn NLP with nltk and apply it's techniques on a simple model

OOP

this repo contain some my university projects for year 2017 first semester (DBMS - JDBC - Paint -Simple Calculator).

reactjs.org

The React documentation website

Ridge-regression

Ridge Regression (gradient descent)

Song-Recommender

Building a song recommend-er system using graph-lab

Titanic-

This is the famous titanic challenge to determine the survivors of titanic passengers

todo-app-angular-

This app is a todo app made by angular 6

Wikipedia-Keywords-Extraction

Practice NLP throw Wikipedia .