Modeling mindsets : the many cultures of learning from data

"Books on modeling often jump right into math and methods. Drowned in detail, it can take years to appreciate the assumptions and limitations of the various modeling mindsets. Written in a clear and concise style, Modeling mindsets introduces approaches such as Bayesian inference, supervised le...

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Bibliographic Details
Main Author: Molnar, Christoph (Author)
Format: Book
Language:English
Published: München : Christoph Molnar c/o Mucbook, 2022
Genre/form:příručky
ISBN:9798358729339
Subjects:
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245 1 0 |a Modeling mindsets :  |b the many cultures of learning from data /  |c Christoph Molnar 
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520 |a "Books on modeling often jump right into math and methods. Drowned in detail, it can take years to appreciate the assumptions and limitations of the various modeling mindsets. Written in a clear and concise style, Modeling mindsets introduces approaches such as Bayesian inference, supervised learning, causal inference, and more. After reading this book, you will have a much better understanding of the different approaches to modeling and be able to choose the right one for your problem."--Anotace 
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