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advent_of_code_2022

A repo containing solutions for the Advent of Code Challenge 2022 - https://adventofcode.com

artificial-intelligence-di

Course in Artificial Intelligence for the Winter semester 2022 - 2023 in Informatics, NKUA

audiofeatures-theory_and_applications

bigdata_hdfs_spark

DSML NTUA Big Data Management Systems semester project

computational-statistics-and-stochastic-optimization

DSML - Course in Statistics and Stochastic Optimization

convex-optimization

Series of Exercises - Proofs & Implementations

datamining

deep-audio-fingerprinting

A repository for my MSc thesis in Data Science & Machine Learning @ NTUA. A deep learning approach to audio fingerprinting for recognizing songs on real time through the microphone.

free-spoken-digit-dataset

A free audio dataset of spoken digits. Think MNIST for audio.

geospatial-data

Course in Geospatial Data Analysis - Labs

implementation-of-dbms

A course for the undergraduate program in Informatics @ NKUA.

mnistdigitrecognizer

Practicing some Deep Learning frameworks by recognizing handwritten digits

music-genre-classification

A music genre classification task for the purposes of the course Pattern Recognition and Machine learning for the undergraduate program in Informatics at NKUA

python-lab

Preparatory Lab for NTUA Pattern Recognition and Speech and Language Processing

socialnetworkanalysis

Lab Exercises for the course in Social Network Analysis in Data Science & Machine Learning at NTUA

spokendigitrecognition

Messing around with sequential deep learning models for the task of spoken digit recognition

stochasticslabpublic

Repo for Stochastic Processes & Optimization Lab (Public Repo)

the-banking-problem

time-travel-project

Project for the course in Programming tools and technologies for Data science & Machine Learning @ NTUA