Florian Huber – Medium

Florian Huber

Waterfalls or trapped in loops — the data science workflow(s)

Data science can often feel like piecing together a jigsaw puzzle. But like any puzzle, there’s a method to the madness. Or multiple.

Mar 25

Waterfalls or trapped in loops — the data science workflow(s)

Mar 25

Europawahl 2024 — Erklärungsversuche mittels Machine-Learning

Am 09.06. fand in Deutschland die Europawahl 2024 statt. Deren Ergebnisse wurden und werden kontrovers diskutiert. Wenig Raum für…

Jun 10, 2024

Europawahl 2024 — Erklärungsversuche mittels Machine-Learning

Jun 10, 2024

Very short history of Data Science: Why now? (and no, is not the same as Statistics!)

For Data Science to appear many factors were necessary. Here a short introduction to what Data Science is and what it is based on.

Apr 8, 2024

Very short history of Data Science: Why now? (and no, is not the same as Statistics!)

Apr 8, 2024

A common Python myth, or why you don’t need map, filter, and reduce in Python

I very frequently teach Python. A lot. I teach Python to bachelor students, to master students, to researchers. And every standard Python…

Jan 25, 2024

A common Python myth, or why you don’t need map, filter, and reduce in Python

Jan 25, 2024

Published in
Every day a datapoint

Stop using biological analogies to describe AI. It’s 99.999% wrong.

Biology-inspired terms are VERY common in machine learning (“A.I.”), but are much more misleading than helpful. So better don’t use them!

Nov 11, 2022

Stop using biological analogies to describe AI. It’s 99.999% wrong.

Nov 11, 2022

Published in
Netherlands eScience Center

Welcome to the AI imitation crisis

Next generation language models will still just be enormeous parrot-systems that imitate intelligent behavior. But they will feel like…

Jun 24, 2022

Welcome to the AI imitation crisis

Jun 24, 2022

Published in
Netherlands eScience Center

Build a mass spectrometry analysis pipeline in Python using matchms — part III: molecular…

Tutorial on how to use matchms, Spec2Vec and Python to compute networks based on mass spectral similarities.

Aug 13, 2021

Build a mass spectrometry analysis pipeline in Python using matchms — part III: molecular…

Aug 13, 2021

Published in
Netherlands eScience Center

Build a mass spectrometry analysis pipeline in Python using matchms — part II: Spec2Vec

Introduction to Spec2Vec, a machine learning algorithm to compute spectrum similarities from learned relationships between spectrum peaks.

Feb 17, 2021

Build a mass spectrometry analysis pipeline in Python using matchms — part II: Spec2Vec

Feb 17, 2021

Published in
Netherlands eScience Center

Build your own mass spectrometry analysis pipeline in Python using matchms — part I

Quick introduction (with code!) on how to import, process, and analyze a tandem mass spectra dataset using Python and matchms.

Jan 8, 2021

Build your own mass spectrometry analysis pipeline in Python using matchms — part I

Jan 8, 2021

Published in
Netherlands eScience Center

Being a minority in fancy coding land: a Windows user.

How I slowly went from my imposter-syndrome hiding to accepting what I am. A Windows user, at least most of the time.

Nov 10, 2020

Being a minority in fancy coding land: a Windows user.

Nov 10, 2020

Florian Huber

Florian Huber

Professor for Data Science at University of Applied Sciences Düsseldorf | research software engineer | former biological physicist | former chocolatier |

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