Machine Learning for Earth Sciences(English, Hardcover, Petrelli Maurizio) Offer
Lowest Price
2999
- Language: English
- Binding: Hardcover
- Publisher: Springer International Publishing AG
- Genre: Science
- ISBN: 9783031351136
- Pages: 209
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Machine Learning for Earth Sciences Specifications
Product Features:
Machine Learning for Earth Sciences Features & Specifications stand apart in the RB : Earth sciences category. The details about Machine Learning for Earth Sciences(English, Hardcover, Petrelli Maurizio) are given below as well. Unboxing Machine Learning for Earth Sciences specs Language: English, Binding: Hardcover, Publisher: Springer International Publishing AG, Genre: Science, ISBN: 9783031351136, Pages: 209, & more details are given below
This textbook introduces the reader to Machine Learning (ML) applications in Earth Sciences. In detail, it starts by describing the basics of machine learning and its potentials in Earth Sciences to solve geological problems. It describes the main Python tools devoted to ML, the typical workflow of ML applications in Earth Sciences, and proceeds with reporting how ML algorithms work. The book provides many examples of ML application to Earth Sciences problems in many fields, such as the clustering and dimensionality reduction in petro-volcanological studies, the clustering of multi-spectral data, well-log data facies classification, and machine learning regression in petrology. Also, the book introduces the basics of parallel computing and how to scale ML models in the cloud. The book is devoted to Earth Scientists, at any level, from students to academics and professionals.
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Machine Learning for Earth Sciences Specs
Book Details
| Title | Machine Learning for Earth Sciences |
| Imprint | Springer International Publishing AG |
| Product Form | Hardcover |
| Publisher | Springer International Publishing AG |
| Genre | Science |
| ISBN13 | 9783031351136 |
| Book Category | Higher Education and Professional Books |
| BISAC Subject Heading | SCI019000 |
| Book Subcategory | Computing and Information Technology Books |
| Language | English |
Dimensions
| Height | 235 mm |
| Length | 155 mm |
| Weight | 512 gr |
Books Info
| Language | English |
| Binding | Hardcover |
| Pages | 209 |
| Publisher | Springer International Publishing AG |
| Year | 0 |
| Author | Petrelli Maurizio |
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