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Machine Learning for Subsurface Characterization develops and applies neural networks, random forests, deep learning, unsupervised learning;
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Multifrequency Electromagnetic Data Interpretation for Subsurface Characterization focuses on the development and application;
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-for-purpose machine learning models to solve real-world problems in subsurface geosciences.;
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provides analysis, characterization, and refinement of software engineering data in terms of machine learning methods. This book depicts;
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an ideal learning resource for upper-undergraduate and graduate students of civil engineering, environmental engineering, and geology, as;
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features for machine learning and pattern classification in time-domain signals. Whether for medical imaging or structural health monitoring, it;
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features for machine learning and pattern classification in time-domain signals. Whether for medical imaging or structural health monitoring, it;
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volume makes recommendations for linking characterization and cost savings, closing the gap between the state of science and the state of the;
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development, testing, and performance of a new laser-induced fluorescence soil probe. A screening tool for site characterization, this probe has the;
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earth's subsurface. Active Seismic Tomography: Theory and Applications describes current technologies for the study of seismic velocities and the;
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> Approaches to hydrologie data integration Data integration for characterization of hydrologie properties Data;
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Seismic reservoir characterization aims to build 3-dimensional models of rock and fluid properties, including elastic and petrophysical;
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This book is an introduction to techniques and applications of optical methods for materials Characterization in civil and environmental;
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Gain practical skills in machine learning for finance, healthcare, and retail. This book uses a hands-on approach by providing case studies;
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mechanisms for process and deployment. Seasoned database professionals looking to make the leap into machine learning as a growth path will find much;
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valuable resource for students who are interested in learning more about the fascinating world of geostatistics and reservoir modeling and;
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A guide to advances in machine learning for financial professionals, with working Python code Key Features Explore advances in machine;
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learning. It points out the difference between the techniques and their suitability for specific applications. This book also describes different;
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the fundamental materials, background, and simple machine learning algorithms, as the preparation for studying machine learning algorithms;
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. Many applications on iPhone use machine learning: Siri to serve voice-based requests, the Photos app for facial recognition, and Facebook to;
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. Human-in-the-Loop Machine Learning is a practical guide to optimizing the entire machine learning process, including techniques for annotation;
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Python makes machine learning easy for beginners and experienced developers With computing power increasing exponentially and costs;
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DescriptionScikit-learn is a robust machine learning library for the Python programming language. It provides a set of supervised and unsupervised learning;
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design and methodology, characterization of geomedia, monitoring of contaminants in the subsurface, and waste containment. Cites specific case;
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and deploy machine learning models to the Amazon Web Services (AWS) cloud Learn all about the AWS services available for machine learning;
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Reinforcement and Systemic Machine Learning for Decision Making explores a newer and growing avenue of machine learning algorithm in the;
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Learning services. Designed for experienced IT professionals ready to advance their status, Exam Ref focuses on the critical thinking and decision;
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