Synopsis
A comprehensive guide to machine learning and statistics for students and researchers of environmental data science.
"synopsis" may belong to another edition of this title.
About the Author
William W. Hsieh is a professor emeritus in the Department of Earth, Ocean and Atmospheric Sciences at the University of British Columbia. Known as a pioneer in introducing machine learning to environmental science, he has written over 100 peer-reviewed journal papers on climate variability, machine learning, atmospheric science, oceanography, hydrology, and agricultural science. He is the author of the book Machine Learning Methods in the Environmental Sciences ( Cambridge University Press, 2009), the first single-authored textbook on machine learning for environmental scientists. Currently retired in Victoria, British Columbia, he enjoys growing organic vegetables.
"About this title" may belong to another edition of this title.
Search results for Introduction to Environmental Data Science
Stock Image
Introduction to Environmental Data Science
Published by
Cambridge University Press, 2023
ISBN 10: 1107065550
ISBN 13: 9781107065550
Used
Hardcover
Seller: Books From California, Simi Valley, CA, U.S.A.
Seller rating 5 out of 5 stars
hardcover. Condition: Very Good. Cover and edges may have some wear. Seller Inventory # mon0003657267
Stock Image
Introduction to Environmental Data Science
Published by
Cambridge University Press, 2023
ISBN 10: 1107065550
ISBN 13: 9781107065550
Used
Hardcover
Seller: HPB-Red, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
hardcover. Condition: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_453125381
Seller Image
Introduction to Environmental Data Science
Published by
Cambridge University Press, 2023
ISBN 10: 1107065550
ISBN 13: 9781107065550
New
Hardcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 44678990-n
Seller Image
Introduction to Environmental Data Science (Hardcover)
Published by
Cambridge University Press, Cambridge, 2023
ISBN 10: 1107065550
ISBN 13: 9781107065550
New
Hardcover
Seller: Grand Eagle Retail, Bensenville, IL, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: new. Hardcover. Statistical and machine learning methods have many applications in the environmental sciences, including prediction and data analysis in meteorology, hydrology and oceanography; pattern recognition for satellite images from remote sensing; management of agriculture and forests; assessment of climate change; and much more. With rapid advances in machine learning in the last decade, this book provides an urgently needed, comprehensive guide to machine learning and statistics for students and researchers interested in environmental data science. It includes intuitive explanations covering the relevant background mathematics, with examples drawn from the environmental sciences. A broad range of topics is covered, including correlation, regression, classification, clustering, neural networks, random forests, boosting, kernel methods, evolutionary algorithms and deep learning, as well as the recent merging of machine learning and physics. Endofchapter exercises allow readers to develop their problem-solving skills, and online datasets allow readers to practise analysis of real data. This book provides a comprehensive guide to machine learning and statistics for students and researchers of environmental data science. A broad range of methods are covered together with the relevant background mathematics. End-of-chapter exercises and online data sets are included. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781107065550
Stock Image
Introduction to Environmental Data Science
Published by
Cambridge University Press, 2023
ISBN 10: 1107065550
ISBN 13: 9781107065550
New
Hardcover
Seller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # I-9781107065550
Stock Image
Introduction to Environmental Data Science
Published by
Cambridge University Press, 2023
ISBN 10: 1107065550
ISBN 13: 9781107065550
New
Hardcover
Seller: PBShop.store UK, Fairford, GLOS, United Kingdom
Seller rating 5 out of 5 stars
HRD. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L1-9781107065550
Buy New
£ 68.45
£ 7.63 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: Over 20 available
Stock Image
Introduction to Environmental Data Science
Published by
Cambridge University Press, 2023
ISBN 10: 1107065550
ISBN 13: 9781107065550
New
Hardcover
Seller: Books Puddle, New York, NY, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. Seller Inventory # 26395973447
Stock Image
Introduction to Environmental Data Science
Published by
Cambridge University Press, 2023
ISBN 10: 1107065550
ISBN 13: 9781107065550
New
Hardcover
Seller: PBShop.store US, Wood Dale, IL, U.S.A.
Seller rating 5 out of 5 stars
HRD. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L1-9781107065550
Stock Image
Introduction to Environmental Data Science
Published by
Cambridge University Press, 2023
ISBN 10: 1107065550
ISBN 13: 9781107065550
New
Hardcover
Seller: Majestic Books, Hounslow, United Kingdom
Seller rating 4 out of 5 stars
Condition: New. Seller Inventory # 401452184
Buy New
£ 71.56
£ 6.50 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 1 available
Seller Image
Introduction to Environmental Data Science
Published by
Cambridge University Press, 2023
ISBN 10: 1107065550
ISBN 13: 9781107065550
Used
Hardcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 44678990