Dr. Robert Kübler – Medium

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Dr. Robert Kübler
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Towards Data Science

A Practitioner’s Guide to Reinforcement Learning

Take your first steps in writing game-winning AI agents

15 min readNov 18, 2023

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A Practitioner’s Guide to Reinforcement Learning

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Dr. Robert Kübler
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Towards Data Science

Theoretical Deep Dive Into Linear Regression

Learn about why linear regression is how it is, and how to naturally extend it in various ways

10 min readJun 23, 2023

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Theoretical Deep Dive Into Linear Regression

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Dr. Robert Kübler
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Towards Data Science

Introduction to Embedding-Based Recommender Systems

Learn to build a simple matrix factorization recommender in TensorFlow

13 min readJan 25, 2023

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Introduction to Embedding-Based Recommender Systems

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Dr. Robert Kübler
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Towards Data Science

Upgraded Marketing Mix Modeling in Python

Make my mediocre marketing mix model much more mighty

14 min readSep 23, 2021

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Upgraded Marketing Mix Modeling in Python

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Dr. Robert Kübler
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Towards Data Science

Interpretable Neural Networks With PyTorch

Learn how to build feedforward neural networks that are interpretable by design using PyTorch

13 min readDec 17, 2021

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Interpretable Neural Networks With PyTorch

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Dr. Robert Kübler
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All About Algorithms

Solve Problem A With Algorithms for Problem B

Learn about the supreme discipline of theoretical computer science: reductions!

8 min readApr 4, 2024

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Solve Problem A With Algorithms for Problem B

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Dr. Robert Kübler
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Towards Data Science

TARNet and Dragonnet: Causal Inference Between S- And T-Learners

Learn how to build neural networks for direct causal inference

6 min readMar 5, 2024

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TARNet and Dragonnet: Causal Inference Between S- And T-Learners

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Dr. Robert Kübler
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Towards Data Science

Easy Methods for Causal Inference

Use your favorite models in combination with meta-learners to make valid causal statements

10 min readFeb 20, 2024

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Easy Methods for Causal Inference

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Dr. Robert Kübler
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Towards Data Science

Find Hidden Laws Within Your Data with Symbolic Regression

Automatically discover fundamental formulas like Kepler and Newton

8 min readFeb 9, 2024

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Find Hidden Laws Within Your Data with Symbolic Regression

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Dr. Robert Kübler
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Towards Data Science

Shapley Values Clearly Explained

Distribute the teamwork result fairly among the members

12 min readFeb 4, 2024

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Shapley Values Clearly Explained

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Dr. Robert Kübler

Dr. Robert Kübler

Friend of Medium

Studied Mathematics, PhD in Cryptanalysis, working as a Data Scientist. Check out my new publication! https://allaboutalgorithms.com

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