k-papadakis

dsml-thesis-code

Thesis for National Techinal University of Athens Data Science and Machine Learning Master's

advent-of-code

Solutions for Advent of Code

spark-fastapi-feature-engineering

social-network-analysis

algorithmic-data-science-assignments

Exercises based on the Mining of Massive Datasets book

k-papadakis

geospatial-labs

Remote Sensing on Satellite Imagery and Videos with Deep Learning

ml-labs

Twitter Fake News Detection, Traffic Sign Classification, Clustering Synthetic Data

mmrotate

OpenMMLab Rotated Object Detection Toolbox and Benchmark

pattern-recognition-labs

Machine Learning on Images and Audio

R-assignment

Exploratory data analysis on covid-19 vaccination rates

statistical-modeling-labs

Exercises on Generalized Linear Models

datadriven-labs

Exercises on Timeseries Decompositions, Monte Carlo Simulations, and Outlier Detection

spark-assignment

Queries with SQL and MapReduce on Spark