서지주요정보
Statistics with Julia: Fundamentals for Data Science, Machine Learning and Artificial Intelligence [electronic resource]
서명 / 저자 Statistics with Julia [electronic resource] : Fundamentals for Data Science, Machine Learning and Artificial Intelligence / by Yoni Nazarathy, Hayden Klok.
저자명 Nazarathy, Yoni. author. aut http://id.loc.gov/vocabulary/relators/aut
Klok, Hayden. author. aut http://id.loc.gov/vocabulary/relators/aut
단체명 SpringerLink (Online service)
발행사항 Cham : Springer International Publishing : Imprint: Springer, 2021.
Online Access https://doi.org/10.1007/978-3-030-70901-3 URL

서지기타정보

서지기타정보
청구기호 QA76.75-76.765
판사항 1st ed. 2021.
형태사항 XII, 527 p. 148 illus., 130 illus. in color. online resource.
총서명 Springer Series in the Data Sciences, 2365-5682
언어 English
내용 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.
주제 Computer software.
Statistics .
Data structures (Computer science).
Information theory.
Computer science—Mathematics.
Mathematical statistics.
Mathematical Software.
Statistics in Business, Management, Economics, Finance, Insurance.
Data Structures and Information Theory.
Probability and Statistics in Computer Science.
보유판 및 특별호 저록 Springer Nature eBook
Printed edition: 9783030709006 Printed edition: 9783030709020 Printed edition: 9783030709037
ISBN 9783030709013
기타 표준번호 10.1007/978-3-030-70901-3
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