maleeham

Algorithms

ard

BigData

Using Big Data tools: Hadoop, Spark, Impala, Hive

BikeRentalsPrediction

Bike Rentals prediction using Decision Tree and Random Forest with performance evaluation

BinarySearchTree

Binary Search Tree implementation in JAVA

Bounded-Queue

Bounded Queue

Human-Activity-recognition

In this project we will try to predict human activity (1-Walking, 2-Walking upstairs, 3-Walking downstairs, 4-Sitting, 5-Standing or 6-Laying) by using the smartphone’s sensors. Meaning that by using the following methods, the smartphone can detect what we are doing at the moment.

NueralNetwork

Neural Network from the scratch

Solution-to-airbus-ship-detection-challenge

Solution to Kaggle competition

USGunDeaths

Data Preprocessing using Python

maleeham/BikeRentalsPrediction

Bike Rentals prediction using Decision Tree and Random Forest with performance evaluation

maleeham/MLPClassifier

Classification on Wine Data set using MultiLayerPerceptron with data preprocessing and parameter evaluation using different activation functions, solver , # of hidden layers from Scikit Learn

maleeham/DecisionTree

Decision Tree model evaluation using entropy and gini impurity: Pre-pruning and post-pruning comparisons

maleeham/SentimentAnalysis

Sentiment analysis on tweets.

maleeham/NueralNetwork

Neural Network from the scratch

maleeham/SVMTesting

(toy data set) classifying muffin and cupcake recipes using support vector machines

maleeham/BinarySearchTree

Binary Search Tree implementation in JAVA

maleeham/Bounded-Queue

Bounded Queue

maleeham/hmm

An implementation of the Viterbi Algorithm for training Hidden Markov models. This repo accompanies the video found here: https://www.youtube.com/watch?v=kqSzLo9fenk

maleeham/Quiz