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a-representational-similarity-analysis-of-the-dynamics-of-object-processing-using-single--trial-eeg-

Paper Reproducion of "A Representational Similarity Analysis of the Dynamics of Object Processing Using Single- Trial EEG Classification" . Also use of deep learning techniques instead of LDA,SVM-RBF that is proposed in the paper

advanced-machine-learning-specialization

Advanced Machine Learning Specialization on Coursera

big-data-with-apache-spark-on-python

Some queries with pyspark using map reduce and sql and an implementation of a deep learning model for classification

complete-guide-to-elasticsearch

Contains all of the queries used within the Complete Guide to Elasticsearch course.

convex-optimization-algorithms

Gradient Descent, Newton's method, Projected Gradient Descent

conway-s-game-of-life-in-cuda

An implementation in cuda of conway's game of life.

cryptography

d-one-mlops

Repository with sample code and instructions for creating a complete MLOps training pipeline.

data-mining-noaa-severe-storms

Exploratory Data Analysis in NOAA severe storms dataset from google cloud with some data mining algorithms like DBSCAN, itemsets, hierarchical clustering etc.

datacamp-professional-certificate-

Case study for datacamp's data scientist professional certificate

deeplearning.ai-natural-language-processing-specialization

This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

dtu_mlops

Exercises and supplementary material for the machine learning operations course at DTU.

flink

The official repository for the Rock the JVM Flink course

gain---deep-learning-project

Reproduction of GAIN from Yoon et al.

java-distributed-systems

An atm system using RMI and diffie hellman key exchange

linked-prediction-with-neural-nets

an implementation of link prediction algorithms in a stackoverflow DB using networkx , pandas and scikit.

machine-learning-and-stochastic-processes

Lab exercises in msc course in Data Science and Machine learning at NTUA

machine-learning-kaggle

Kaggle contest pet shelter / multiclass problem

ml-monitoring

A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.

mlops-course

A project-based course on the foundations of MLOps to responsibly develop, deploy and maintain ML.

natural-language-process

Text mining on imdb reviews. Project in NTUA NLP course

parallel-architectures-in-machine-learning

cuda openmp training of neural networks , comparisons and more...

pattern-recognition-and-deep-learning

Projects using machine learning algorithms and deep learning frameworks such as Pytorch | Coursework in NTUA pattern recognition course of P.Maragos

phd-salaries-eda-in-r

An exploratory Data Analysis in phD salaries in R

recommender-systems

Two recommender system algorithms for practice. Content-based and collaborative filtering

simulations-and-computational-statistics

Simulations and computational statistics

spark-streaming-in-python

Apache Spark 3 - Structured Streaming Course Material

statistical-modelling-projects

3 projects in statistical modelling using R

stochasticslabpublic

Repo for Stochastic Processes & Optimization Lab (Public Repo)