Time Series for Data Scientists: Data Management, Description, Modeling and Forecasting

by Juana Sánchez

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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...

Format:Hardcover

Language:English

ISBN:1108837778

ISBN13:9781108837774

Release Date:July 2023

Publisher:Cambridge University Press

Length:550 Pages

Weight:2.25 lbs.

Dimensions:1.0" x 6.6" x 9.7"

Related Subjects

Math Mathematics Science & Math

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Time Series for Data Scientists: Data Management, Description, Modeling and Forecasting

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