Florian Heinrichs – Medium

Florian Heinrichs

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Florian Heinrichs
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Towards Data Science

Functional Time Series

When we measure data more frequently, how can we best analyze it? Functional Data Analysis (FDA) can simplify the analysis drastically.

Jan 5, 2021

Functional Time Series

Jan 5, 2021

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Florian Heinrichs
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Towards Data Science

Time Series Analysis — Part II/II

Testing for independence and stationarity of possibly non-stationary, dependent time series.

Nov 22, 2020

Time Series Analysis — Part II/II

Nov 22, 2020

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Florian Heinrichs
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Towards Data Science

Monitoring ML Models in Production

Detecting deviations in the quality of models in production at the right time — neither too early nor too late

Nov 10, 2020

Monitoring ML Models in Production

Nov 10, 2020

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Florian Heinrichs
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Towards Data Science

Time Series Analysis — Part I

From Independent and Identically Distributed to Dependent and Non-Stationary Data

Nov 16, 2020

Time Series Analysis — Part I

Nov 16, 2020

Florian Heinrichs
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Towards Data Science

Introduction to Brain-Computer Interfaces

When technology from science fiction movies becomes reality.

Oct 19, 2021

Introduction to Brain-Computer Interfaces

Oct 19, 2021

Florian Heinrichs
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Towards Data Science

Introduction to Functional Data Analysis (FDA)

Sometimes less is more and sometimes moving from high-dimensional to infinite-dimensional data makes things easier

Jul 21, 2021

Introduction to Functional Data Analysis (FDA)

Jul 21, 2021

Florian Heinrichs
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Towards Data Science

Image Processing and Optimal Transport

Find out how to transport colors from one picture to another!

Jan 19, 2021

Image Processing and Optimal Transport

Jan 19, 2021

Florian Heinrichs
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Towards Data Science

Size Matters — Or Does It?

How does the performance of ML models improve with increasing amounts of data? When does the cost of labeling outweigh its benefits?

Jan 12, 2021

Size Matters — Or Does It?

Jan 12, 2021

Florian Heinrichs

Hot Topics in 2021 — A Personal Assessment

Here are the topics that I find intriguing and worth to follow closely in 2021!

Dec 20, 2020

Hot Topics in 2021 — A Personal Assessment

Dec 20, 2020

Florian Heinrichs
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Towards Data Science

Kernel Density Estimation and Non-Parametric Regression

What do kernel regression and KDE mean? Get an intuitive understanding of the concepts through examples and Python code!

Dec 8, 2020

Kernel Density Estimation and Non-Parametric Regression

Dec 8, 2020

Florian Heinrichs

Florian Heinrichs

PhD in mathematical statistics, researcher in time series analysis, data scientist in industry and python enthusiast — linkedin.com/in/florian-heinrichs

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