This is a blog mainly about data science and engineering, paired with some articles on maths and physics.
In this article I will show how I built a webapp to visualize the change in average temperatures in Austria. I used data from the Geoshpere Austria Api and built the app using fastapi, duckdb and Google cloud Run.
In this post we will show how to build, release and publish a python package to PyPI using GitHub actions.
In this post we will set up a python repository using proper testing with pytest and creating a continuous integration (CI) workflow using GitHub actions.
In this article we will dive into the specifics of gradient descent and also learn its limitations. We will also cover advanced gradient descent methods like Adam optimizer or Nesterov momentum that improve on these limitations.
I finally decided to start my blog! Starting from today I hope to at least write on a monthly basis. There will be more extensive articles about my projects, some smaller tutorials and additional articles about topics I come across.