A Primer on Machine Learning in Subsurface Geosciences

Name: A Primer on Machine Learning in Subsurface Geosciences
Brand: Springer Nature
SKU: 9783030717681
Availability: InStock

A Primer on Machine Learning in Subsurface Geosciences

Brand

Springer Nature

Manufacturer

N/A

Part Number

GTIN

9783030717681

Condition

New

0 Reviews

0 Questions | 0 Answers

Product Description

This book provides readers with a timely review and discussion of the success, promise, and perils of machine learning in geosciences. It explores the fundamentals of data science and machine learning, and how their advances have disrupted the traditional workflows used in the industry and academia, including geology, geophysics, petrophysics, geomechanics, and geochemistry. It then presents the real-world applications and explains that, while this disruption has affected the top-level executives, geoscientists as well as field operators in the industry and academia, machine learning will ultimately benefit these users. The book is written by a practitioner of machine learning and statistics, keeping geoscientists in mind. It highlights the need to go beyond concepts covered in STAT 101 courses and embrace new computational tools to solve complex problems in geosciences. It also offers practitioners, researchers, and academics insights into how to identify, develop, deploy, and recommend fit-for-purpose machine learning models to solve real-world problems in subsurface geosciences.

Available Colors

N/A

Available Sizes

N/A

1 Offer Price Range: $54.99 - $54.99

BEST PRICE

Single Product Purchase

$54.99

@ Link.springer.com BUY Now

Price Comparison

Seller	Contact Seller	List Price	On Sale	Shipping	Best Promo	Final Price	Volume Discount	Financing	Availability	Seller's Page
BEST PRICE 1 Product Purchase @ Link.springer.com Rate Seller This functionality is for registered users only. Go to Login/Register		$54.99	$54.99			$54.99		See Site	In stock	Visit Store