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Michael Choustoulakis's Projects

compilations icon compilations

This repository contains compilation of some chosen topics.

cool_python_apps icon cool_python_apps

Small and cool python apps including bitcoin mining, language translator etc.

delve icon delve

Delve is a debugger for the Go programming language.

devops-demo icon devops-demo

This app is used for demonstrating and testing various DevOps, CI, and CD concepts.

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

lambda-architecture-demo icon lambda-architecture-demo

Developing a Lambda Architecture pipeline using Apache Kafka, Spark Structured Streaming, Redshift, S3, Python

learningsparkv2 icon learningsparkv2

This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]

photoshopcclinux_fix icon photoshopcclinux_fix

This is a patch that replaces curl downloader with wget in order to resume the download process when it stops.

sentiment-analysis-mch icon sentiment-analysis-mch

A python program written for Spark clusters that utilizes the big data processing capabilities of the Apache Spark engine by using the sentiment analysis technique.

twint icon twint

An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.

twitter_corpus icon twitter_corpus

The twitter sentiment corpus created by Sanders Analytics, it consists of 5513 hand-classified tweets(however, 400 tweets missing due to the scripts created by the company). Each tweet was classified with respect to one of four different topics. And a twitter account password hash file is included as well.

winutils icon winutils

Windows binaries for Hadoop versions (built from the git commit ID used for the ASF relase)

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