Sanne de Roever – Medium

Sanne de Roever

Sanne de Roever

I’m serious: How to leverage Python to deploy R Tidymodels

This project serves a Tidymodels R model through Python’s FastAPI using rpy2. If you think that this sounds monstrous, hear me out.

Nov 16, 2023

I’m serious: How to leverage Python to deploy R Tidymodels

Nov 16, 2023

Sanne de Roever

10+1 Books on Human Decision Making, With an Eye on AI

AI, data science, statistics, machine learning: no matter how you put it, it is in the end all about decision making. And decision making…

Jul 26, 2023

10+1 Books on Human Decision Making, With an Eye on AI

Jul 26, 2023

Sanne de Roever

Why Ethical AI is Hard, and Even Harder Without Causal Inference

Arguing that ethical AI is not an easy subject, is in fact easy. Just think of the two words ethical and AI separately. Both words refer to…

Jul 14, 2023

Why Ethical AI is Hard, and Even Harder Without Causal Inference

Jul 14, 2023

Sanne de Roever

A Cognitive Map of Causal Inference

If your company is about to spend a bundle of money on an advertising campaign, an internal training program, or on introducing a brand new…

Jun 28, 2023

A Cognitive Map of Causal Inference

Jun 28, 2023

Sanne de Roever
in
Towards Data Science

Digging into decision intelligence

Cassie Kozyrkov, at Google, promotes the term decision intelligence. This post distills a large number of Cassies’s posts to dig in deeper.

Oct 2, 2020

Digging into decision intelligence

Oct 2, 2020

Sanne de Roever

Aspects, the better topics? Applying unsupervised aspect extraction on Amazon cosmetics reviews.

Anyone with a even a faint interest in natural language processing (NLP) will have heard of Latent Semantic Analysis (LSA), or its…

Aug 7, 2020

Aspects, the better topics? Applying unsupervised aspect extraction on Amazon cosmetics reviews.

Aug 7, 2020

Sanne de Roever
in
Towards Data Science

Using ResNet for time-series data

Recurrent neural networks like plain RNN or more advanced models like LSTM and GRU used to be the goto models for deep-learning…

Jun 29, 2020

Using ResNet for time-series data

Jun 29, 2020

Sanne de Roever

Testing the accessibility of deep-learning using off-the-shelf fast.ai

Deep-learning for the masses

Mar 12, 2019

Testing the accessibility of deep-learning using off-the-shelf fast.ai

Mar 12, 2019

Sanne de Roever

Sanne de Roever

I am a data scientist with a background in statistics and research methodology. Favorite tools of the trade: Python, Tensorflow, sklearn, Spark, Scala.

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