Projects in Awesome Lists by moritzkoerber
A curated list of projects in awesome lists by moritzkoerber .
https://github.com/moritzkoerber/covid-19-data-engineering-pipeline
A Covid-19 data pipeline on AWS featuring PySpark/Glue, Docker, Great Expectations, Airflow, and Redshift, templated in CloudFormation and CDK, deployable via Github Actions.
apache-airflow apache-spark api aws aws-cdk aws-cloudformation aws-ecr aws-glue aws-lambda aws-redshift aws-s3 docker great-expectations pyspark spark
Last synced: 28 Apr 2025
https://github.com/moritzkoerber/tia_trust_in_automation_questionnaire
This is the repository for the Trust in Automation (TiA) questionnaire (Fragebogen Vertrauen in Automation) by Moritz Körber.
Last synced: 26 Feb 2025
https://github.com/moritzkoerber/data-engineering-practice
My solutions to Daniel Beach's Data Engineering Practice Problems
apache-spark aws data-engineering docker dockercompose duckdb pandas pipenv polars soda-sql
Last synced: 21 Jan 2025
https://github.com/moritzkoerber/ensemble_machine_learning_comparison
A comparison of various ensemble machine learning algorithms (XGboost, random forest, ranger) to predict accelerometers
caret machine machine-learning mlr r random-forest xgboost
Last synced: 26 Feb 2025
https://github.com/moritzkoerber/tune_preprocessing_algos
Files for this blogpost https://moritzkoerber.github.io/python/tutorial/2019/11/18/blogpost/
cross-validation hyperparameter-tuning machine-learning python scikit-learn
Last synced: 26 Feb 2025
https://github.com/moritzkoerber/binary4fun
binary4fun is a small game written in Python that can be played in the cli. The game basically tries to guess a number between 1 and 100 by binary search.
Last synced: 26 Feb 2025
https://github.com/moritzkoerber/visualizing_missing_data_w_missingno
Files for this blog post: https://moritzkoerber.github.io/analysis/python/2019/08/02/blogpost/
Last synced: 26 Feb 2025
https://github.com/moritzkoerber/matlab-scripts-for-take-over-situations
Contains scripts for take-over situations for Matlab
Last synced: 26 Feb 2025
https://github.com/moritzkoerber/adventofcode
My solutions for the Advent of Code puzzles.
Last synced: 26 Feb 2025
https://github.com/moritzkoerber/football-schedule-email-service
An Selenium + AWS Lambda-based service to schedule football matches ⚽️
aws aws-ecr aws-lambda aws-ses docker scraping selenium
Last synced: 26 Feb 2025
https://github.com/moritzkoerber/data_science_posts
This repository hosts the code for my data science related blog posts.
hyperparameter-tuning machine-learning pipeline python scikit-learn
Last synced: 26 Feb 2025
https://github.com/moritzkoerber/azure_function_examples
Various examples of Python Azure Functions, for example a v1 http trigger, a v2 http trigger, a v2 blob trigger, blob copying, using a function's managed identity, delta tables, asyncio etc.
asyncio azure azure-functions delta-lake terraform
Last synced: 26 Feb 2025
https://github.com/moritzkoerber/text_analysis_app
A web app that classifies the content of messages that are usually sent during disasters such as earthquakes.
flask machine-learning nltk python scikit-learn
Last synced: 26 Feb 2025