Discover AhmadMamduhh/Matching_Cards_Game

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Kotlin
Created over 4 years ago

AhmadMamduhh

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An android mobile application memory training game which is mainly designed for children entering the world of preschool and beginning their paths as students but it also works with users at any age when they are learning a new language. The goal is to design a fun touchscreen application that teaches users the names of animals and birds.

PCA_Implementation

An implementation for the Principle Component Analysis algorithm using Python and NumPy. Visualization are also available using the Matplotlib library.

Python

Simple-Linear-Regression

It contains my implementation of a simple linear regression algorithm that predicts the salary given the years of experience

Python

MNIST_DeepLearning

Using TensorFlow library to build a deep neural network trained on the MNIST dataset.

Python

Data-Mining-Project

This is a project which implements classification on the Wisconsin breast cancer data set, regression on the diamonds data set and clustering on the iris data set. In classification: KNN, Decision Tree, Naive Bayes, Neural Network, Random Forest are the algorithms used. In regression: KNN regression, Decision Tree, Linear Regression, Polynomial Regression, Neural Network and Random Forest are the algorithms used. In clustering, K-Means is the algorithm used. The data is pre-processed prior to being used in any of the above algorithms.

Python