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Algorithms for Decision Making

FREE EBOOK - Algorithms for Decision Making

by Mykel J. Kochenderfer, Tim A. Wheeler, Kyle H. Wray

A broad introduction to algorithms for decision making under uncertainty, introducing the underlying mathematical problem formulations and the algorithms for solving them.Automated decision-making systems or decision-support systems - used in applications that range from aircraft collision avoidance to breast cancer screening - must be designed to account for various sources of uncertainty while carefully b...

Price:  $95.00  |  Publisher:  Self-publishing  |  Release:  2022

CockroachDB: The Definitive Guide

CockroachDB: The Definitive Guide

by Guy Harrison, Jesse Seldess, Ben Darnell

Get the lowdown on CockroachDB, the distributed SQL database built to handle the demands of today's data-driven cloud applications. In this hands-on guide, software developers, architects, and DevOps/SRE teams will learn how to use CockroachDB to create applications that scale elastically and provide seamless delivery for end users while remaining indestructible. Teams will also learn how to migrate ex...

Price:  $51.06  |  Publisher:  O'Reilly Media  |  Release:  2022

Qiskit Pocket Guide

Qiskit Pocket Guide

by James L. Weaver, Frank J. Harkins

The quantum computing market is predicted to grow by nearly $1.3 billion over the next five years. Why? Given their quantum mechanical nature, quantum computers are expected to solve difficult problems in chemistry, optimization, finance, and machine learning that classical computers find impossible to unravel.This pocket guide provides software developers with a quick reference to Qiskit, an open source SD...

Price:  $19.56  |  Publisher:  O'Reilly Media  |  Release:  2022

Numerical Methods Using Java

Numerical Methods Using Java

by Haksun Li, PhD

Implement numerical algorithms in Java using the NM Dev, an object-oriented and high-performance programming library for mathematics.You'll see how it can help you easily create a solution for your complex engineering problem by quickly putting together classes.Numerical Methods Using Java covers a wide range of topics, including chapters on linear algebra, root finding, curve fitting, differentiation ...

Price:  $41.79  |  Publisher:  Apress  |  Release:  2022

Event- and Data-Centric Enterprise Risk-Adjusted Return Management

Event- and Data-Centric Enterprise Risk-Adjusted Return Management

by Kannan Subramanian RDr. Sudheesh Kumar Kattumannil

Take a holistic view of enterprise risk-adjusted return management in banking. This book recommends that a bank transform its siloed operating model into an agile enterprise model. It offers an event-driven, process-based, data-centric approach to help banks plan and implement an enterprise risk-adjusted return model (ERRM), keeping the focus on business events, processes, and a loosely coupled enterprise s...

Price:  $59.99  |  Publisher:  Apress  |  Release:  2022

Applied Deep Learning with TensorFlow 2, 2nd Edition

Applied Deep Learning with TensorFlow 2, 2nd Edition

by Umberto Michelucci

Understand how neural networks work and learn how to implement them using TensorFlow 2.0 and Keras. This new edition focuses on the fundamental concepts and at the same time on practical aspects of implementing neural networks and deep learning for your research projects.This book is designed so that you can focus on the parts you are interested in. You will explore topics as regularization, optimizers, opt...

Price:  $48.23  |  Publisher:  Apress  |  Release:  2022

Analytics Optimization with Columnstore Indexes in Microsoft SQL Server

Analytics Optimization with Columnstore Indexes in Microsoft SQL Server

by Edward Pollack

Meet the challenge of storing and accessing analytic data in SQL Server in a fast and performant manner. This book illustrates how columnstore indexes can provide an ideal solution for storing analytic data that leads to faster performing analytic queries and the ability to ask and answer business intelligence questions with alacrity. The book provides a complete walk through of columnstore indexing that en...

Price:  $40.69  |  Publisher:  Apress  |  Release:  2022

Automated Deep Learning Using Neural Network Intelligence

Automated Deep Learning Using Neural Network Intelligence

by Ivan Gridin

Optimize, develop, and design PyTorch and TensorFlow models for a specific problem using the Microsoft Neural Network Intelligence (NNI) toolkit. This book includes practical examples illustrating automated deep learning approaches and provides techniques to facilitate your deep learning model development.The first chapters of this book cover the basics of NNI toolkit usage and methods for solving hyper-par...

Price:  $42.96  |  Publisher:  Apress  |  Release:  2022

Generic Data Structures and Algorithms in Go

Generic Data Structures and Algorithms in Go

by Richard Wiener

Advance your understanding of generic data structures and algorithms and their applications using Go and the effective use of concurrency. You are invited on a journey that aims to improve your programming and problem-solving skills. This book takes you to the next step by showing how to get your programs to work efficiently as well as correctly. As you explore many data structures and the algorithms and ap...

Price:  $54.99  |  Publisher:  Apress  |  Release:  2022

Practical Simulations for Machine Learning

Practical Simulations for Machine Learning

by Paris Buttfield-Addison, Mars Buttfield-Addison, Tim Nugent, Jon Manning

Simulation and synthesis are core parts of the future of AI and machine learning. Consider: programmers, data scientists, and machine learning engineers can create the brain of a self-driving car without the car. Rather than use information from the real world, you can synthesize artificial data using simulations to train traditional machine learning models.That's just the beginning.With this practical...

Price:  $59.99  |  Publisher:  O'Reilly Media  |  Release:  2022

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