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Franz Diebold
Franz Diebold

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The Data Science Docker image you were waiting for!

When looking for an appropriate Docker image for my Data Science projects, I could not find any that matched my requirements — although they are not so unusual. What’s important in Data Science (for me) Languages - Python - Scala - R Technology - Spark - JupyterLab Data Libraries - Pandas - Numpy - Polars (ML) Algorithms …

Data Science

2 min read

The Data Science Docker image you were waiting for!
The Data Science Docker image you were waiting for!
Data Science

2 min read


Published in Towards Dev

·Pinned

How to dockerize Data Science

This article is part of a multi-part series “How to dockerize [x]”. The previous article is “How to dockerize Python environments”. JupyterLab For the first miles of many Data Science projects JupyterLab is the way to go. You may also use cloud hosted services like Google Colab, Amazon SageMaker Studio Lab…

Data Science

4 min read

How to dockerize Data Science
How to dockerize Data Science
Data Science

4 min read


Nov 26, 2022

Data Science cheat sheets for the win 😎

As a skilled Data Scientist or ML Engineer you probably switch between technologies, programming languages and libraries quite often because you want to solve the problems in the best possible way. However, switching contexts can be hard and time consuming. 🤔 The solution For me, the solution to this problem is using…

Data Science

2 min read

Data Science cheat sheets for the win 😎
Data Science cheat sheets for the win 😎
Data Science

2 min read


Nov 25, 2022

A cheat sheet for Plotly Express 📊

Plotly Express is the best plotting library in combination with Python and Jupyter. That’s why I created a cheat sheet for Plotly Express! 🚀 Get the Plotly Express cheat sheet You can download the PDF file here:

Plotly Express

2 min read

A cheat sheet for Plotly Express 📊
A cheat sheet for Plotly Express 📊
Plotly Express

2 min read

A cheat sheet for Plotly Express 📊

Plotly Express is the best plotting library in combination with Python and Jupyter.

That’s why I created a cheat sheet for Plotly Express! 🚀

Preview of the Plotly Express cheat sheet [Image by author]

Get the Plotly Express cheat sheet

You can download the PDF file here:

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Nov 23, 2022

🪄 A cheat sheet for the Polars library

I love cheat sheets! 😍 ❤️ And since I did not find any cheat sheet for the Polars library, I just created it! 💪

Pypolars

2 min read

🪄 A cheat sheet  for the Polars library
🪄 A cheat sheet  for the Polars library
Pypolars

2 min read

🪄 A cheat sheet for the Polars library

I love cheat sheets! 😍 ❤️

Polars sticker
Polars library [Source: https://github.com/pola-rs/polars-static]

And since I did not find any cheat sheet for the Polars library, I just created it! 💪

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Apr 9, 2022

Finde die optimale Zinsbindung mit dem ZinsAssistent!

In Zeiten dynamischer Darlehenszinsen 🎢 ist es umso wichtiger einen klaren Kopf zu bewahren und die optimale Zinsbindung zu wählen. Und genau dabei hilft dir der ZinsAssistent! Welche Zinsbindung soll ich wählen? Von den Banken werden meistens Darlehen mit unterschiedlichen Zinsbindungen von etwa 10, 15, 20 oder 5 Jahren angeboten. …

Darlehen

5 min read

Finde die optimale Zinsbindung mit dem ZinsAssistent!
Finde die optimale Zinsbindung mit dem ZinsAssistent!
Darlehen

5 min read


Apr 4, 2022

How to dockerize Python environments

Inspired by this article, I also wanted to “dockerize” my Python environments. Why dockerize? 🐳 The advantages of using Docker are: Reproducability: No “worked on my machine” problems. Isolation: No (negative) interferences between projects. Cleanliness: Keep your base system clean from any project specific stuff. Ease of use: You will not even realize…

Docker

4 min read

How to dockerize Python environments
How to dockerize Python environments
Docker

4 min read

Franz Diebold

Franz Diebold

98 Followers

Senior Data Engineer

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    Julia Diebold

  • Towards Dev

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