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Philipp Schmalen

Machine Learning, Data Science & Empirics

Debugging Python in VSCode in a Robust Way

May 29, 2023
Setting up a robust Python debugging process in VSCode using a Dev Container.

SSH Setup in Docker: Connecting to Remote Machines

May 13, 2023
Learn how to establish SSH connectivity within a Docker container and connect to remote machines.

Connect MQTT broker on Raspberry Pi to AWS IoT

Oct 6, 2022
Extend a local MQTT setup with AWS IoT cloud capabilites

Python in Sublime Text 3 with Sublime REPL and Anaconda

May 16, 2021
A flexible, project-centered setup for build systems

A comprehensive guide to Causal Forest

May 8, 2021
Machine learning for causal inference

Data pipeline with Spark EMR clusters, Airflow and S3

Dec 19, 2020
Alternative ESG data sourcing from Google Trends and Yahoo! Finance API

Run Apache Airflow on Windows 10

Nov 21, 2020
with windows subsystem for Linux (WSL)

Machine Learning in Python: Main developments and technology trends

Aug 20, 2020
Some thoughts on Nolet et al. (2020)

Understand your data with principle component analysis (PCA) and discover underlying patterns

Aug 15, 2020
Enhanced data exploration that goes beyond descriptives

Predicting ESG risks with Pytorch, Google Trends and Amazon SageMaker

Aug 7, 2020
Search keywords for negative ESG screening