ENGLISH

Causal Inference for Data Science (MEAP V04)

By Aleix Ruiz de Villa Robert

Book information

Publisher
Manning
Year
2023
Language
english
Format
EPUB
Filesize
2 MB (2112939 bytes)
Pages
217\0
Time added
2023-02-08 11:24:29

Description

This book is for data scientists, but also for machine learning practitioners/engineers/researchers that may feel the need to include causality in their models. It is also for statisticians and econometricians that want to develop their knowledge on causal inference through machine learning and modeling causality using graphs. Readers may need a basic knowledge of probability (basic distributions, conditional probabilities, ...), statistics (confidence intervals, linear models), machine learning (cross validation and some nonlinear models) and some experience programming.

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