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Aleix Ruiz de Villa Robert
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دانلود کتاب Causal Inference for Data Science (MEAP V04)
by Aleix Ruiz de Villa Robert|
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عنوان فارسی: استنتاج علی برای علم داده (MEAP V04) |
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جزییات کتاب
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.
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.
کتاب های مرتبط
On Science, Inference, Information and Decision-Making: Selected Essay...
Klemens Szaniawski (auth.), 1998 
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