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

by Juana Sánchez

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"