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  • Algorithms in a Nutshell

    A Practical Guide

    Creating robust software requires the use of efficient algorithms, but programmers seldom think about them until a problem occurs. This updated edition of Algorithms in a Nutshell describes a large number of existing algorithms for solving a variety of problems, and helps you select and implement the right algorithm for your needs—with just enough math to let you understand and analyze algorithm ... Leer más

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  • Introduction to Machine Learning with Python

    A Guide for Data Scientists

    Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your ... Leer más

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  • Think Like a Programmer

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    The real challenge of programming isn't learning a language's syntax—it's learning to creatively solve problems so you can build something great. In this one-of-a-kind text, author V. Anton Spraul breaks down the ways that programmers solve problems and teaches you what other introductory books often ignore: how to Think Like a Programmer. Each chapter tackles a single programming concept, like ... Leer más

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  • Mastering Python Data Visualization

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    Key FeaturesBook DescriptionPython has a handful of open source libraries for numerical computations involving optimization, linear algebra, integration, interpolation, and other special functions using array objects, machine learning, data mining, and plotting. Pandas have a productive environment for data analysis. These libraries have a specific purpose and play an important role in the ... Leer más

    $41.99 USD o gratis con Kobo Plus

  • Practical Analysis of Algorithms

    Series series Computer Science (R0)
    This book introduces the essential concepts of algorithm analysis required by core undergraduate and graduate computer science courses, in addition to providing a review of the fundamental mathematical notions necessary to understand these concepts. Features: includes numerous fully-worked examples and step-by-step proofs, assuming no strong mathematical background; describes the foundation of the ... Leer más

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  • Thoughtful Machine Learning

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    Learn how to apply test-driven development (TDD) to machine-learning algorithms—and catch mistakes that could sink your analysis. In this practical guide, author Matthew Kirk takes you through the principles of TDD and machine learning, and shows you how to apply TDD to several machine-learning algorithms, including Naive Bayesian classifiers and Neural Networks.Machine-learning algorithms often ... Leer más

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  • GPU-based Parallel Implementation of Swarm Intelligence Algorithms

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    GPU-based Parallel Implementation of Swarm Intelligence Algorithms combines and covers two emerging areas attracting increased attention and applications: graphics processing units (GPUs) for general-purpose computing (GPGPU) and swarm intelligence. This book not only presents GPGPU in adequate detail, but also includes guidance on the appropriate implementation of swarm intelligence algorithms on ... Leer más

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  • Learning Functional Data Structures and Algorithms

    Learn functional data structures and algorithms for your applications and bring their benefits to your work now

    Learn functional data structures and algorithms for your applications and bring their benefits to your work nowKey Features\[\*\] Moving from object-oriented programming to functional programming? This book will help you get started with functional programming.\[\*\] Easy-to-understand explanations of practical topics will help you get started with functional data structures.\[\*\] Illustrative ... Leer más

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  • Numerical Computations with GPUs

    Edición de Volodymyr Kindratenko ...
    Series series Computer Science (R0)
    This book brings together research on numerical methods adapted for Graphics Processing Units (GPUs). It explains recent efforts to adapt classic numerical methods, including solution of linear equations and FFT, for massively parallel GPU architectures. This volume consolidates recent research and adaptations, covering widely used methods that are at the core of many scientific and engineering ... Leer más

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  • Machine Learning for Decision Makers

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    Take a deep dive into the concepts of machine learning as they apply to contemporary business and management. You will learn how machine learning techniques are used to solve fundamental and complex problems in society and industry. Machine Learning for Decision Makers serves as an excellent resource for establishing the relationship of machine learning with IoT, big data, and cognitive and cloud ... Leer más

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  • Fundamentals of Software Engineering

    7th International Conference, FSEN 2017, Tehran, Iran, April 26–28, 2017, Revised Selected Papers

    Edición de Mehdi Dastani, Marjan Sirjani ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Fundamentals of Software Engineering, FSEN 2017, held in Tehran, Iran, in April 2017.The 16 full papers presented in this volume were carefully reviewed and selected from 49 submissions. The topics of interest in FSEN span over all aspects of formal methods, especially those related to ... Leer más

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  • Human Centered Computing

    Third International Conference, HCC 2017, Kazan, Russia, August 7–9, 2017, Revised Selected Papers

    Edición de Qiaohong Zu, Bo Hu ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes revised selected papers from the thoroughly refereed proceedings of the Third International Human Centered Computing Conference, HCC 2017, that consolidated and further develops the successful ICPCA/SWS conferences on Pervasive Computing and the Networked World, and which was held in Kazan, Russia, in August 2017.The 48 full and 20 short papers presented in this book together ... Leer más

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