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Vangelis Tsiatouras's Projects

311-chicago-incidents icon 311-chicago-incidents

DjangoREST & Vue.js apps, that visualize some metrics & stats for the incidents that happen to Chicago City.

311-chicago-incidents-nosql icon 311-chicago-incidents-nosql

A FastAPI application that uses a Mongo Database to store and extract metrics for the incidents that happen to Chicago City.

big-data-analytics icon big-data-analytics

A repo that contains Text Classification, Similarity Detection using LSH and Duplicate Detection using XGBoost.

compilers-bsc icon compilers-bsc

MiniJava to LLVM-IR compiler written in Java. This project is an assignment for the course "Compilers" of dept. of Informatics & Telecommunications of University of Athens.

data-mining-bsc icon data-mining-bsc

Text Classification & Data Evaluation using K-Means, SVM, Random Forests, Naive Bayes and k-NN. Projects for the B.Sc. Course Data Mining Techniques

dblp-neo4j-fastapi icon dblp-neo4j-fastapi

An app that uses Neo4j database to store DBLP computer science bibliography, exposed through FastAPI.

linkdin icon linkdin

A LinkedIn alike web site implemented in Spring Boot and Angular 5. This project is an assignment for the course "Web technologies" of dept. of Informatics & Telecommunications of University of Athens.

machine-learning-bsc icon machine-learning-bsc

Classification in Hyperspectral Images using Naive Bayes, minimum Euclidean Distance & k-NN. Machine learning projects implemented in MATLAB.

machine-learning-msc icon machine-learning-msc

Linear Regression, Ridge Regression, Naive Bayes, KMeans, SVM & Deep Learning implemented in Python

my-kv-store icon my-kv-store

Proof of concept Key-Value Store, a project for the M.Sc. course Big Data Management

recipy icon recipy

A crawler framework that scrapes data from famous Greek cuisine sites.

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