paul1911 Goto Github PK

advanced-statistics

ames-house-price-regression

(project from before my studies) This is my first submission of the Ames House Price Regression Challenge (https://www.kaggle.com/c/house-prices-advanced-regression-techniques) (NOT Boston House Prices) on Kaggle. Currently place 3075 of 6780. Next steps are feature engineering and research how to improve my RMSE score, but this project is not high priority.

dash-by-plotly

Interactive data analytics

data-engineering-project

This project trains a credit card fraud classifier per schedule using Docker, Airflow, Plotly Dash and PostgreSQL. Further info in the .md.

deep-reinforcement-learning-with-pong

delay-prediction

Landing time prediction for a chain of flights

exercises

This is a workbook a friend of mine was confronted with and asked me for tutoring. As I was helping my friend without having access to his lecture resources, this seemed challenging in parts and triggered my interest to puzzle over certain points. I completed this in October 2020.

genetic-algorithm-case-study

Case Study on Genetic Algorithms using the Knapsack Problem

heart-failure-clustering

Clustering Case Study with Gaussian Mixture Models

network-planning-dhl-europe

Optimization Problem from my Bachelor's which triggered my interest in Data Science

privatejetinfo

Scraper and mail service to get info about currently possible private jet id flights (for applicable airline employees)