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Theodore Mandilaras's Projects

dit-bigdata-project1 icon dit-bigdata-project1

In this project I am working with Apache Spark on a dataset around true and fake job postings. Also, the project contains Machine Learning with Python for predicting fake or real jobs

dit-bigdata-project2 icon dit-bigdata-project2

Implementation of KMeans and Collaborative Filtering algorithms as Disk Based, using the MovieLens dataset

dit-bigdataanalytics icon dit-bigdataanalytics

An assignment for the Big Data Analytics course in order to familiarize in the following Big Data applications: Text Classifications (and WordClouds), DeDuplication (with LSH and Machine Learning techniques using feature engineering) and last Sentiment Analysis. For more information read the assignment and my report.

dit-ecom-homepass-backend icon dit-ecom-homepass-backend

The backend application of the HOMEPASS which provides the required services to Create/Read/Update/Delete resources from the application's database following the REST architecture. It was implemented with the Spring Boot framework using an H2 database. This application implemented for the purposes of the course of e-commerce Technologies 2019-2020. For more information read the homepass_report.pdf

dit-ecom-homepass-frontend icon dit-ecom-homepass-frontend

The Android Application for the HOMEPASS. HOMEPASS is an AirBNB-like application that was implemented for the purposes of the course of e-commerce Technologies 2019-2020. For more information read the homepass_report.pdf

dit-machine-learning-techniques icon dit-machine-learning-techniques

Implementation on some Machine Learning Techniques for classification and regression. just like (N)Bayes, Knn, Perceptron and least Squares, Likelyhood, Ridge Rigression. Assignment 1, Machine Learning 2019-2020

dit-number-classification icon dit-number-classification

Number classification in MNIST and SVHN dataset with requested networks and a custom one. Assignment 2, Machine Learning 2019-2020

dit-optimal-vertex-cover icon dit-optimal-vertex-cover

A simple python script that gives a set of nodes that are the Optiman Vertex Cover (ovc) of a given graph which is generated from a C program

dit-scalable-app icon dit-scalable-app

INFINITE-SCALE: Deploying and scaling a Laravel Application on Kubernetes

garbageseekers-game icon garbageseekers-game

A Multiplayer FPS game implemented with Unity and Photon engines, for the purposes of the Interactive Systems course, 2020-2021.

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