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1 - 12 de 12 resultados para “changho suh”
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  • Probability for Information Technology

    de Changho Suh ...
    Series series Computer Science (R0)
    This book introduces probabilistic modelling and explores its role in solving a broad spectrum of engineering problems that arise in Information Technology (IT). Divided into three parts, it begins by laying the foundation of basic probability concepts such as sample space, events, conditional probability, independence, total probability law and random variables. The second part delves into more ... Leer más

    $80.99 USD

  • Communication Principles for Data Science

    de Changho Suh ...
    Series series Computer Science (R0)
    This book introduces the basic principles underlying the design and analysis of the digital communication systems that have heralded the information revolution. One major goal of the book is to demonstrate the role of the digital communication principles in a wide variety of data science applications, including community detection, computational biology, speech recognition and machine learning.One ... Leer más

    $58.99 USD

  • Information Theory for Data Science

    de Changho Suh ...
    The ebook edition of this title is Open Access and freely available to read online.Information theory deals with mathematical laws that govern the flow, representation and transmission of information. The most significant achievement of the field is the invention of digital communication which forms the basis of our daily-life digital products such as smart phones, laptops and any IoT devices. ... Leer más

    Gratis

  • Convex Optimization for Machine Learning

    de Changho Suh ...
    The ebook edition of this title is Open Access and freely available to read online.This book covers an introduction to convex optimization, one of the powerful and tractable optimization problems that can be efficiently solved on a computer. The goal of the book is to help develop a sense of what convex optimization is, and how it can be used in a widening array of practical contexts with a ... Leer más

    Gratis

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  • Hands-On Mathematics for Deep Learning

    Build a solid mathematical foundation for training efficient deep neural networks

    de Jay Dawani ...
    A comprehensive guide to getting well-versed with the mathematical techniques for building modern deep learning architecturesKey FeaturesUnderstand linear algebra, calculus, gradient algorithms, and other concepts essential for training deep neural networksLearn the mathematical concepts needed to understand how deep learning models functionUse deep learning for solving problems related to vision, ... Leer más

    $27.99 USD o gratis con Kobo Plus

  • Handbook of Discrete and Combinatorial Mathematics

    Edición de Kenneth H. Rosen ...
    Series series Discrete Mathematics and Its Applications
    Handbook of Discrete and Combinatorial Mathematics provides a comprehensive reference volume for mathematicians, computer scientists, engineers, as well as students and reference librarians.The material is presented so that key information can be located and used quickly and easily. Each chapter includes a glossary. Individual topics are covered in sections and subsections within chapters, each of ... Leer más

    $375.99 USD

  • The Design of Approximation Algorithms

    de David P. Williamson, David B. Shmoys ...
    Discrete optimization problems are everywhere, from traditional operations research planning (scheduling, facility location and network design); to computer science databases; to advertising issues in viral marketing. Yet most such problems are NP-hard; unless P = NP, there are no efficient algorithms to find optimal solutions. This book shows how to design approximation algorithms: efficient ... Leer más

    $69.99 USD

  • Math for Programming

    de Ronald T. Kneusel ...
    A one-stop-shop for all the math you should have learned for your programming career.Every great programming challenge has mathematical principles at its heart. Whether you’re optimizing search algorithms, building physics engines for games, or training neural networks, success depends on your grasp of core mathematical concepts.In Math for Programming, you’ll master the essential mathematics that ... Leer más

    $29.99 USD

  • Algebraic Geometry Modeling In Information Theory

    de Edgar Martinez-moro ...
    Series Libro 8 - Series On Coding Theory And Cryptology
    Algebraic & geometry methods have constituted a basic background and tool for people working on classic block coding theory and cryptography. Nowadays, new paradigms on coding theory and cryptography have arisen such as: Network coding, S-Boxes, APN Functions, Steganography and decoding by linear programming. Again understanding the underlying procedure and symmetry of these topics needs a whole ... Leer más

    $41.99 USD

  • Scientific Programming: C-language, Algorithms And Models In Science

    de Enzo Marinari, Luciano Maria Barone, Giovanni Organtini, Federico Ricci-tersenghi ...
    The book teaches a student to model a scientific problem and write a computer program in C language to solve that problem. To do that, the book first introduces the student to the basics of C language, dealing with all syntactical aspects, but without the pedantic content of a typical programming language manual. Then the book describes and discusses many algorithms commonly used in scientific ... Leer más

    $59.99 USD

  • Practical Mathematics for AI and Deep Learning

    A Concise yet In-Depth Guide on Fundamentals of Computer Vision, NLP, Complex Deep Neural Networks and Machine Learning (English Edition)

    de Tamoghna Ghosh, Shravan Kumar Belagal Math ...
    To construct a system that may be referred to as having ‘Artificial Intelligence,’ it is important to develop the capacity to design algorithms capable of performing data-based automated decision-making in conditions of uncertainty. Now, to accomplish this goal, one needs to have an in-depth understanding of the more sophisticated components of linear algebra, vector calculus, probability, and ... Leer más

    $14.99 USD o gratis con Kobo Plus

  • Public Transport Optimization

    de Konstantinos Gkiotsalitis ...
    Series series Social Sciences (R0)
    This textbook provides a comprehensive step-by-step guide for new public transport modelers. It includes an introduction to mathematical modeling, continuous and discrete optimization, numerical optimization, computational complexity analysis, metaheuristics, and multi-objective optimization. These tools help engineers and modelers to use better existing public transport models and also develop ... Leer más

    $98.99 USD