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Machine Learning for Financial Engineering

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Machine-learning Techniques in Economics ― New Tools for Predicting Economic Growth
90 折
出版日:2018/01/08 作者:Atin Basuchoudhary; James T. Bang; Tinni Sen  出版社:Springer Verlag  裝訂:平裝
This book develops a machine-learning framework for predicting economic growth. It can also be considered as a primer for using machine learning (also known as data mining or data analytics) to answer
優惠價: 9 3038
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出版日:2017/11/27 作者:Sandeep Nagar  出版社:Apress  裝訂:平裝
Get started with Julia for engineering and numerical computing, especially data science, machine learning, and scientific computing applications. This book explains how Julia provides the functionalit
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出版日:2017/10/31 作者:Jeff Smith  出版社:Manning Pubns Co  裝訂:平裝
Machine learning applications autonomously reason about data at massive scale. It's important that they remain responsive in the face of failure and changes in load. But machine learning systems are d
優惠價: 1 2250
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MATLAB Deep Learning ─ With Machine Learning, Neural Networks and Artificial Intelligence
滿額折
出版日:2017/07/06 作者:Phil Kim  出版社:Apress  裝訂:平裝
Get started with MATLAB for deep learning and AI with this in-depth primer. In this book, you start with machine learning fundamentals, then move on to neural networks, deep learning, and then convolu
優惠價: 1 3769
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出版日:2016/08/19 作者:Guorong Wu; Dinggang Shen  出版社:Academic Pr  裝訂:精裝
Machine Learning and Medical Imaging presents state-of- the-art machine learning methods in medical image analysis. It first summarizes cutting-edge machine learning algorithms in medical imaging, inc
優惠價: 1 4338
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Machine Learning for Dummies
滿額折
出版日:2016/06/07 作者:John Paul Mueller; Luca Massaron  出版社:For Dummies  裝訂:平裝
Machine learning is an exciting new way to use computers to perform tasks that require the ability to learn from experience. In order to make machine learning a reality, programmers rely on special la
優惠價: 9 1026
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Financial Signal Processing And Machine Learning
90 折
出版日:2016/04/14 作者:Akansu  出版社:John Wiley & Sons Inc  裝訂:精裝
The modern financial industry has been required to deal with large and diverse portfolios in a variety of asset classes often with limited market data available.Financial Signal Processing and Machine
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出版日:2016/03/02 作者:Henrik Brink; Joseph Richards; Mark Fetherolf  出版社:Oreilly & Associates Inc  裝訂:平裝
In a world where big data is the norm and near-real-time decisions are crucial, machine learning (ML) is a critical component of the data workflow. Machine learning systems can quickly crunch massive
優惠價: 1 2500
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出版日:2016/01/31 出版社:Packt Pub Ltd  裝訂:平裝
Tackle the real-world complexities of modern machine learning with innovative, cutting-edge, techniquesAbout This BookFully-coded working examples using a wide range of machine learning libraries and
優惠價: 1 2939
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出版日:2015/10/21 作者:Shan Suthaharan  出版社:Springer Verlag  裝訂:精裝
This book presents machine learning models and algorithms to address big data classification problems. Existing machine learning techniques like the decision tree (a hierarchical approach), random for
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出版日:2015/09/23 作者:Sebastian Raschka  出版社:Packt Pub Ltd  裝訂:平裝
Unlock deeper insights into Machine Leaning with this vital guide to cutting-edge predictive analytics About This Book Leverage Python's most powerful open-source libraries for deep learning, data wr
優惠價: 1 2819
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出版日:2015/03/25 作者:Ali N. Akansu; Mustafa U. Torun  出版社:Elsevier Science Ltd  裝訂:平裝
This book bridges the fields of finance, mathematical finance and engineering, and is suitable for engineers and computer scientists who are looking to apply engineering principles to financial market
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Introduction to Machine Learning
79 折
出版日:2014/08/22 作者:Ethem Alpaydin  出版社:Mit Pr  裝訂:精裝
The goal of machine learning is to program computers to use example data or pastexperience to solve a given problem. Many successful applications of machine learning exist already,including systems th
Understanding Machine Learning ― From Theory to Algorithms
滿額折
出版日:2014/05/31 作者:Shai Shalev-Shwartz  出版社:Cambridge Univ Pr  裝訂:精裝
Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides a theoretical account of the fundamentals underlying machine learning and the mathematical derivations that transform these principles into practical algorithms. Following a presentation of the basics, the book covers a wide array of central topics unaddressed by previous textbooks. These include a discussion of the computational complexity of learning and the concepts of convexity and stability; important algorithmic paradigms including stochastic gradient descent, neural networks, and structured output learning; and emerging theoretical concepts such as the PAC-Bayes approach and compression-based bounds. Designed for advanced undergraduates or beginning graduates, the text makes the fundamentals and algorithms of machine learning accessible t
優惠價: 9 2807
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Statistical Inference for Financial Engineering
90 折
出版日:2014/05/03 作者:Masanobu Taniguchi; Tomoyuki Amano; Hiroaki Ogata; Hiroyuki Taniai  出版社:Springer Verlag  裝訂:平裝
?This monograph provides the fundamentals of statistical inference for financial engineering and covers some selected methods suitable for analyzing financial time series data. In order to describe th
優惠價: 9 2835
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出版日:2012/11/01 作者:HSUAN -TIEN LIN(NTU)  出版社:AML BOOK  裝訂:精裝
Machine learning allows computational systems to adaptively improve their performance with experience accumulated from the observed data. Its techniques are widely applied in engineering, science, fin
出版日:2012/04/16 作者:Peter Harrington  出版社:Oreilly & Associates Inc  裝訂:平裝
SummaryMachine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the fle
優惠價: 1 2250
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Scaling Up Machine Learning
90 折
出版日:2011/12/30 作者:Ron Bekkerman  出版社:Cambridge Univ Pr  裝訂:精裝
This book presents an integrated collection of representative approaches for scaling up machine learning and data mining methods on parallel and distributed computing platforms. Demand for parallelizing learning algorithms is highly task-specific: in some settings it is driven by the enormous dataset sizes, in others by model complexity or by real-time performance requirements. Making task-appropriate algorithm and platform choices for large-scale machine learning requires understanding the benefits, trade-offs and constraints of the available options. Solutions presented in the book cover a range of parallelization platforms from FPGAs and GPUs to multi-core systems and commodity clusters, concurrent programming frameworks including CUDA, MPI, MapReduce and DryadLINQ, and learning settings (supervised, unsupervised, semi-supervised and online learning). Extensive coverage of parallelization of boosted trees, SVMs, spectral clustering, belief propagation and other popular learning algo
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出版日:2011/12/16 作者:Marcus A. Maloof  出版社:Springer-Verlag New York Inc  裝訂:平裝
"Machine Learning and Data Mining for Computer Security" provides an overview of the current state of research in machine learning and data mining as it applies to problems in computer security. This
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Optimization for Machine Learning
79 折
出版日:2011/09/30 作者:Suvrit Sra; Sebastian Nowozin; Stephen J. Wright; Suvrit Sra  出版社:Mit Pr  裝訂:平裝
An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities. The interplay between optimization and machine learning
Data Mining ─ Practical Machine Learning Tools and Techniques
90 折
出版日:2011/01/04 作者:Ian H. Witten; Eibe Frank; Geoffrey Holmes  出版社:新月圖書  裝訂:平裝
Data Mining: Practical Machine Learning Tools and Techniques offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in r
優惠價: 9 1125
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出版日:2010/11/29 作者:Marek Capinski; Tomasz Zastawniak  出版社:Springer Verlag  裝訂:平裝
As with the first edition, Mathematics for Finance: An Introduction to Financial Engineering combines financial motivation with mathematical style. Assuming only basic knowledge of probability and cal
優惠價: 1 2498
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Thermal Deformation in Machine Tools
滿額折
出版日:2010/06/21 作者:ITO  出版社:Mcgraw-Hill; Inc.  裝訂:精裝
Proven guidelines for reducing thermal deformation in machine tools Written by global experts in the field of machine tool engineering, this authoritative work offers tested solutions for reducing the
優惠價: 79 3358
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Introduction to Machine Learning
79 折
出版日:2009/12/04 作者:Ethem Alpaydin  出版社:Mit Pr  裝訂:精裝
The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Many successful applications of machine learning exist already, including systems
Machine Learning In Bioinformatics
90 折
出版日:2008/11/13 作者:Zhang  出版社:John Wiley & Sons Inc  裝訂:精裝
An introduction to machine learning methods and their applications to problems in bioinformatics Machine learning techniques are increasingly being used to address problems in computational biology a
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出版日:2008/08/30 作者:Paul Buitelaar (EDT); Philipp Cimiano (EDT)  出版社:Ios Pr Inc  裝訂:精裝
Contributors from natural language processing, machine learning, knowledge representation and engineering, and user interface design explore theories and practices by which people can learn simply by
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出版日:2005/09/27 作者:Marcus A. Maloof (EDT)  出版社:Springer-Verlag New York Inc  裝訂:精裝
"Machine Learning and Data Mining for Computer Security" provides an overview of the current state of research in machine learning and data mining as it applies to problems in computer security. This
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
Introduction To Machine Learning
79 折
出版日:2004/10/15 作者:Ethem Alpaydin  出版社:Mit Pr  裝訂:精裝
The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Many successful applications of machine learning exist already, including systems
出版日:2003/11/01 作者:Tony Jebara  出版社:Kluwer Academic Pub  裝訂:精裝
Machine Learning: Discriminative and Generative covers the main contemporary themes and tools in machine learning ranging from Bayesian probabilistic models to discriminative support-vector machines.
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Financial Engineering and Computation:Principles, Mathematics, Algorithms
90 折
出版日:2001/11/12 作者:Yuh-Dauh Lyuu  出版社:Cambridge Univ Pr  裝訂:精裝
Students and professionals intending to work in any area of finance must master not only advanced concepts and mathematical models but also learn how to implement these models computationally. This comprehensive text, first published in 2002, combines the theory and mathematics behind financial engineering with an emphasis on computation, in keeping with the way financial engineering is practised in capital markets. Unlike most books on investments, financial engineering, or derivative securities, the book starts from very basic ideas in finance and gradually builds up the theory. It offers a thorough grounding in the subject for MBAs in finance, students of engineering and sciences who are pursuing a career in finance, researchers in computational finance, system analysts, and financial engineers. Along with the theory, the author presents numerous algorithms for pricing, risk management, and portfolio management. The emphasis is on pricing financial and derivative securities: bonds,
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Personalized Machine Learning
滿額折
出版日:2022/01/31 作者:Julian McAuley  出版社:Cambridge Univ Pr  裝訂:精裝
Every day we interact with machine learning systems offering individualized predictions for our entertainment, social connections, purchases, or health. These involve several modalities of data, from sequences of clicks to text, images, and social interactions. This book introduces common principles and methods that underpin the design of personalized predictive models for a variety of settings and modalities. The book begins by revising 'traditional' machine learning models, focusing on adapting them to settings involving user data, then presents techniques based on advanced principles such as matrix factorization, deep learning, and generative modeling, and concludes with a detailed study of the consequences and risks of deploying personalized predictive systems. A series of case studies in domains ranging from e-commerce to health plus hands-on projects and code examples will give readers understanding and experience with large-scale real-world datasets and the ability to design mod
優惠價: 9 2339
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Quantum Machine Learning: An Applied Approach: The Theory and Application of Quantum Machine Learning in Science and Industry
滿額折
出版日:2021/08/24 作者:Santanu Ganguly  出版社:Apress  裝訂:平裝
Know how to adapt quantum computing and machine learning algorithms. This book takes you on a journey into hands-on quantum machine learning (QML) through various options available in industry and res
優惠價: 1 2660
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Machine Learning, revised and updated edition
滿額折
出版日:2021/08/17 作者:Ethem Alpaydin  出版社:Mit Pr  裝訂:平裝
A concise overview of machine learning--computer programs that learn from data--the basis of such applications as voice recognition and driverless cars.Today, machine learning underlies a range of app
優惠價: 79 479
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Machine Learning and Data Science in the Oil and Gas Industry:Best Practices, Tools, and Case Studies
90 折
Machine Learning and Data Science in the Oil and Gas Industry explains how machine learning can be specifically tailored to oil and gas use cases. Petroleum engineers will learn when to use machine learning, how it is already used in oil and gas operations, and how to manage the data stream moving forward. Practical in its approach, the book explains all aspects of a data science or machine learning project, including the managerial parts of it that are so often the cause for failure.Several real-life case studies round out the book with topics such as predictive maintenance, soft sensing, and forecasting. Viewed as a guide book, this manual will lead a practitioner through the journey of a data science project in the oil and gas industry circumventing the pitfalls and articulating the business value.
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Detecting Regime Change in Computational Finance
90 折
出版日:2020/09/17 作者:Jun Chen and Edward P K Tsang  出版社:Chapman & Hall  裝訂:精裝
Based on interdisciplinary research into 'Directional Change', a new data-driven approach to financial data analysis, this book applies machine learning to financial market monitoring and algorithmic
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Introduction to IoT with Machine Learning and Image Processing using Raspberry Pi
90 折
出版日:2020/08/17 作者:Shrirang Ambaji Kulkarni; Varadrah P. Gurupur and Steven L. Fernandes  出版社:Chapman & Hall  裝訂:平裝
This book introduces Raspberry Pi, using real world applications in computer vision, machine learning, and deep learning. It provides a detailed, step-by-step, approach to application development for
優惠價: 9 2749
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Introduction to Computer Vision, Machine Learning, and Deep Learning Applications using Raspberry Pi
90 折
出版日:2020/08/17 作者:Shrirang Ambaji Kulkarni; Varadrah P. Gurupur and Steven L. Fernandes  出版社:Chapman & Hall  裝訂:精裝
This book introduces Raspberry Pi, using real world applications in computer vision, machine learning, and deep learning. It provides a detailed, step-by-step, approach to application development for
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Neural Machine Translation
90 折
出版日:2020/06/30 作者:Philipp Koehn  出版社:Cambridge Univ Pr  裝訂:精裝
Deep learning is revolutionizing how machine translation systems are built today. This book introduces the challenge of machine translation and evaluation - including historical, linguistic, and applied context -- then develops the core deep learning methods used for natural language applications. Code examples in Python give readers a hands-on blueprint for understanding and implementing their own machine translation systems. The book also provides extensive coverage of machine learning tricks, issues involved in handling various forms of data, model enhancements, and current challenges and methods for analysis and visualization. Summaries of the current research in the field make this a state-of-the-art textbook for undergraduate and graduate classes, as well as an essential reference for researchers and developers interested in other applications of neural methods in the broader field of human language processing.
優惠價: 9 3293
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Data Mining and Machine Learning ― Fundamental Concepts and Algorithms
90 折
出版日:2020/02/29 作者:Mohammed J. Zaki  出版社:Cambridge Univ Pr  裝訂:精裝
The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and graduate courses provides a comprehensive, in-depth overview of data mining, machine learning and statistics, offering solid guidance for students, researchers, and practitioners. The book lays the foundations of data analysis, pattern mining, clustering, classification and regression, with a focus on the algorithms and the underlying algebraic, geometric, and probabilistic concepts. New to this second edition is an entire part devoted to regression methods, including neural networks and deep learning.
優惠價: 9 3288
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Machine Learning With Spark And Python - Essential Techniques For Predictive Analytics
滿額折
出版日:2019/10/18 作者:Bowles  出版社:John Wiley & Sons Inc  裝訂:平裝
Machine Learning with Spark and Python Essential Techniques for Predictive Analytics Second Edition simplifies ML for practical uses by focusing on two key algorithms. This new second edition improves
優惠價: 9 1710
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