Adaptive Computation And Machine Learning Series - Elements Of Causal Inference

Prijsalert

★ 4.9

29,99

Beste prijs van bol.com

Prijsalert

★ 4.9

29,99

Beste prijs van bol.com

Prijsalert

★ 4.9

29,99

Beste prijs van bol.com

bol.com

29,99

gratis

Prijsdetails

De laagste prijs voor een nieuwe Adaptive Computation And Machine Learning Series - Elements Of Causal Inference is 29,99. Dit is momenteel de goedkoopste aanbieding uit 1 winkels.

Productinformatie

A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning. The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduction to causal models and how to learn them from data. After explaining the need for causal models and discussing some of the principles underlying causal inference, the book teaches readers how to use causal models: how to compute intervention distributions, how to infer causal models from observational and interventional data, and how causal ideas could be exploited for classical machine learning problems. All of these topics are discussed first in terms of two variables and then in the more general multivariate case. The bivariate case turns out to be a particularly hard problem for causal learning because there are no conditional independences as used by classical methods for solving multivariate cases. The authors consider analyzing statistical asymmetries between cause and effect to be highly instructive, and they report on their decade of intensive research into this problem. The book is accessible to readers with a background in machine learning or statistics, and can be used in graduate courses or as a reference for researchers. The text includes code snippets that can be copied and pasted, exercises, and an appendix with a summary of the most important technical concepts.

Beoordelingen

0,0

Nog geen beoordelingen

Wees de eerste die een ervaring deelt over dit product!

Bekijk ook eens

We hebben op dit moment geen suggesties voor dit product kunnen vinden.

Winkels die dit product verkopen

bol.combol.com kortingscodes →bol.com aanbiedingen →

Adaptive Computation And Machine Learning Series - Elements Of Causal Inference

Prijsdetails

Productinformatie

Beoordelingen

Bekijk ook eens

Winkels die dit product verkopen

Abonneer je op onze nieuwsbrief

PriceRadar

Productinformatie

Beoordelingen

Bekijk ook eens