Statistics with Julia: Fundamentals for Data Science, Machine Learning and Artificial Intelligence
Author:   Yoni Nazarathy ,  Hayden Klok
Publisher:   Springer Nature Switzerland AG
Edition:   1st ed. 2021
ISBN:  

9783030709037


Pages:   527
Publication Date:   05 September 2022
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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Statistics with Julia: Fundamentals for Data Science, Machine Learning and Artificial Intelligence


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Author:   Yoni Nazarathy ,  Hayden Klok
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   1st ed. 2021
Weight:   1.316kg
ISBN:  

9783030709037


ISBN 10:   3030709035
Pages:   527
Publication Date:   05 September 2022
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introducing Julia.- Basic Probability.- Probability Distributions.- Processing and Summarizing Data.- Statistical Inference Concepts.- Confidence Intervals.- Hypothesis Testing.- Linear Regression and Extensions.- Machine Learning Basics.- Simulation of Dynamic Models.- Appendix A: How-to in Julia.- Appendix B: Additional Julia Features.- Appendix C: Additional Packages.

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