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Time Series for Data Scientists

- Data Management, Description, Modeling and Forecasting
Af: Juana Sanchez Engelsk Hardback

Time Series for Data Scientists

- Data Management, Description, Modeling and Forecasting
Af: Juana Sanchez Engelsk Hardback
Tjek vores konkurrenters priser
Learn by doing with this user-friendly introduction to time series data analysis in R. This book explores the intricacies of managing and cleaning time series data of different sizes, scales and granularity, data preparation for analysis and visualization, and different approaches to classical and machine learning time series modeling and forecasting. A range of pedagogical features support students, including end-of-chapter exercises, problems, quizzes and case studies. The case studies are designed to stretch the learner, introducing larger data sets, enhanced data management skills, and R packages and functions appropriate for real-world data analysis. On top of providing commented R programs and data sets, the book''s companion website offers extra case studies, lecture slides, videos and exercise solutions. Accessible to those with a basic background in statistics and probability, this is an ideal hands-on text for undergraduate and graduate students, as well as researchers in data-rich disciplines
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Tjek vores konkurrenters priser
Learn by doing with this user-friendly introduction to time series data analysis in R. This book explores the intricacies of managing and cleaning time series data of different sizes, scales and granularity, data preparation for analysis and visualization, and different approaches to classical and machine learning time series modeling and forecasting. A range of pedagogical features support students, including end-of-chapter exercises, problems, quizzes and case studies. The case studies are designed to stretch the learner, introducing larger data sets, enhanced data management skills, and R packages and functions appropriate for real-world data analysis. On top of providing commented R programs and data sets, the book''s companion website offers extra case studies, lecture slides, videos and exercise solutions. Accessible to those with a basic background in statistics and probability, this is an ideal hands-on text for undergraduate and graduate students, as well as researchers in data-rich disciplines
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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 550
ISBN-13: 9781108837774
Indbinding: Hardback
Udgave:
ISBN-10: 1108837778
Kategori: Machine learning
Udg. Dato: 11 maj 2023
Længde: 30mm
Bredde: 178mm
Højde: 249mm
Forlag: Cambridge University Press
Oplagsdato: 11 maj 2023
Forfatter(e): Juana Sanchez
Forfatter(e) Juana Sanchez

Kategori Machine learning

ISBN-13 9781108837774

Sprog Engelsk

Indbinding Hardback

Sider 550

Udgave

Længde 30mm

Bredde 178mm

Højde 249mm

Udg. Dato 11 maj 2023

Oplagsdato 11 maj 2023

Forlag Cambridge University Press

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