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Machine Learning For Planetary Science by Joern Helbert, Paperback | Indigo Chapters

Machine Learning For Planetary Science by Joern Helbert, Paperback | Indigo Chapters

From Joern Helbert

Current price: $251.95
Visit retailer's website
Machine Learning For Planetary Science by Joern Helbert, Paperback | Indigo Chapters

From Joern Helbert

Machine Learning For Planetary Science by Joern Helbert, Paperback | Indigo Chapters

Current price: $251.95
Loading Inventory...

Size: 1 x 9 x 1

Visit retailer's website
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Machine Learning for Planetary Sciencepresents planetary scientists with a way to introduce machine learning into the research workflow as increasingly large nonlinear datasets are acquired from planetary exploration missions. The book explores research that leverages machine learning methods to enhance our scientific understanding of planetary data and serves as a guide for selecting the right methods and tools for solving a variety of everyday problems in planetary science using machine learning. Illustrating ways to employ machine learning in practice with case studies, the book is clearly organized into four parts to provide thorough context and easy navigation. The book covers a range of issues, from data analysis on the ground to data analysis onboard a spacecraft, and from prioritization of novel or interesting observations to enhanced missions planning. This book is therefore a key resource for planetary scientists working in data analysis, missions planning, and scientific observation. Includes links to a code repository for sharing codes and examples, some of which include executable Jupyter notebook files that can serve as tutorialsPresents methods applicable to everyday problems faced by planetary scientists and sufficient for analyzing large datasetsServes as a guide for selecting the right method and tools for applying machine learning to particular analysis problemsUtilizes case studies to illustrate how machine learning methods can be employed in practice | Machine Learning For Planetary Science by Joern Helbert, Paperback | Indigo Chapters
Machine Learning for Planetary Sciencepresents planetary scientists with a way to introduce machine learning into the research workflow as increasingly large nonlinear datasets are acquired from planetary exploration missions. The book explores research that leverages machine learning methods to enhance our scientific understanding of planetary data and serves as a guide for selecting the right methods and tools for solving a variety of everyday problems in planetary science using machine learning. Illustrating ways to employ machine learning in practice with case studies, the book is clearly organized into four parts to provide thorough context and easy navigation. The book covers a range of issues, from data analysis on the ground to data analysis onboard a spacecraft, and from prioritization of novel or interesting observations to enhanced missions planning. This book is therefore a key resource for planetary scientists working in data analysis, missions planning, and scientific observation. Includes links to a code repository for sharing codes and examples, some of which include executable Jupyter notebook files that can serve as tutorialsPresents methods applicable to everyday problems faced by planetary scientists and sufficient for analyzing large datasetsServes as a guide for selecting the right method and tools for applying machine learning to particular analysis problemsUtilizes case studies to illustrate how machine learning methods can be employed in practice | Machine Learning For Planetary Science by Joern Helbert, Paperback | Indigo Chapters

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