Machine Learning for Financial Risk Management with Python

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Machine Learning for Financial Risk Management with Python: Algorithms for Modeling Risk

出版日：2022/01/18 作者：Abdullah Karasan 出版社：OREILLY MEDIA 裝訂：平裝

優惠價： 1 3420

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Risk Management And Financial Institutions, Sixth Edition

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2.

Risk Management And Financial Institutions, Sixth Edition

出版日：2023/01/25 作者：John C. Hull 出版社：John Wiley & Sons Inc 裝訂：精裝

RISK MANAGEMENT AND FINANCIAL INSTITUTIONS THE GOLD STANDARD IN FINANCIAL RISK MANAGEMENT TEXTBOOKS In the newly revised sixth edition of Risk Management and Financial Institutions, celebrated risk and derivatives expert John C. Hull delivers an incisive and comprehensive discussion of financial risk and financial institution regulation. In the book, you’ll learn to understand the financial markets, the risks they pose to various kinds of financial institutions, and how those risks are affected by common regulatory structures.This book blends discussion of best practices in risk management with holistic treatments of how financial institutions are regulated. It explores market, credit, liquidity, model, climate, cyber, and operational risk. This latest edition also offers: Updated ancillary and digital materials covering all the latest content, including software, practice questions, and teaching supplementsAccess to an updated website that reflects the new contentFulsome coverage of t

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Financial Institutions Management: A Risk Management Approach

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3.

Financial Institutions Management: A Risk Management Approach

出版日：2023/06/07 作者：Anthony Saunders; Marcia Millon Cornett; Otgontsetseg (Otgo) Erhemjamts 出版社：Mcgraw-Hill; Inc. 裝訂：平裝

Saunders and Cornett's Financial Institutions Management: A Risk Management Approach provides an innovative approach that focuses on managing return and risk in modern financial institutions. The central theme is that the risks faced by financial institutions managers and the methods and markets through which these risks are managed are becoming increasingly similar whether an institution is chartered as a commercial bank, a savings bank, an investment bank, or an insurance company. Although the traditional nature of each sector's product activity is analyzed, a greater emphasis is placed on new areas of activities such as asset securitization, off-balance-sheet banking, and international banking.

優惠價： 1 1780

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79 折

4.

Machine Learning from Weak Supervision

出版日：2022/08/23 作者：Masashi Sugiyama 出版社：Mit Pr 裝訂：精裝

Fundamental theory and practical algorithms of weakly supervised classification, emphasizing an approach based on empirical risk minimization.Standard machine learning techniques require large amounts of labeled data to work well. When we apply machine learning to problems in the physical world, however, it is extremely difficult to collect such quantities of labeled data. This book presents theory and algorithms for weakly supervised learning, a paradigm of machine learning from weakly labeled data. Emphasizing an approach based on empirical risk minimization and drawing on state-of-the-art research in weakly supervised learning, the book provides both the fundamentals of the field and the advanced mathematical theories underlying them. It can be used as a reference for practitioners and researchers and in the classroom.The book first mathematically formulates classification problems, defines common notations, and reviews various algorithms for supervised binary and multiclass classif

優惠價： 79 1951

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Nonlinear Valuation and Non-Gaussian Risks in Finance

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5.

Nonlinear Valuation and Non-Gaussian Risks in Finance

出版日：2022/01/31 作者：Dilip B. Madan 出版社：Cambridge Univ Pr 裝訂：精裝

What happens to risk as the economic horizon goes to zero and risk is seen as an exposure to a change in state that may occur instantaneously at any time? All activities that have been undertaken statically at a fixed finite horizon can now be reconsidered dynamically at a zero time horizon, with arrival rates at the core of the modeling. This book, aimed at practitioners and researchers in financial risk, delivers the theoretical framework and various applications of the newly established dynamic conic finance theory. The result is a nonlinear non-Gaussian valuation framework for risk management in finance. Risk-free assets disappear and low risk portfolios must pay for their risk reduction with negative expected returns. Hedges may be constructed to enhance value by exploiting risk interactions. Dynamic trading mechanisms are synthesized by machine learning algorithms. Optimal exposures are designed for option positioning simultaneously across all strikes and maturities.

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Distributed Machine Learning with Pyspark: Migrating Effortlessly from Pandas and Scikit-Learn

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6.

Distributed Machine Learning with Pyspark: Migrating Effortlessly from Pandas and Scikit-Learn

出版日：2023/11/12 作者：Abdelaziz Testas 出版社：Apress 裝訂：平裝

Migrate from pandas and scikit-Learn to PySpark to handle vast amounts of data and achieve faster data processing time. This book will show you how to make this transition by adapting your skills and leveraging the similarities in syntax, functionality, and interoperability between these tools. Distributed Machine Learning with PySpark offers a roadmap to data scientists considering transitioning from small data libraries (pandas/scikit-learn) to big data processing and machine learning with PySpark. You will learn to translate Python code from pandas/scikit-learn to PySpark to preprocess large volumes of data and build, train, test, and evaluate popular machine learning algorithms such as linear and logistic regression, decision trees, random forests, support vector machines, Na鴳e Bayes, and neural networks. After completing this book, you will understand the foundational concepts of data preparation and machine learning and will have the skills necessary to apply these methods using

優惠價： 1 2090

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7.

Machine Learning for Engineers

出版日：2022/08/31 作者：Osvaldo Simeone 出版社：Cambridge Univ Pr 裝訂：精裝

This self-contained introduction to machine learning, designed from the start with engineers in mind, will equip students with everything they need to start applying machine learning principles and algorithms to real-world engineering problems. With a consistent emphasis on the connections between estimation, detection, information theory, and optimization, it includes: an accessible overview of the relationships between machine learning and signal processing, providing a solid foundation for further study; clear explanations of the differences between state-of-the-art techniques and more classical methods, equipping students with all the understanding they need to make informed technique choices; demonstration of the links between information-theoretical concepts and their practical engineering relevance; reproducible examples using Matlab, enabling hands-on student experimentation. Assuming only a basic understanding of probability and linear algebra, and accompanied by lecture slide

優惠價： 9 3217

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8.

Personalized Machine Learning

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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9.

International Financial Management

出版日：2023/06/07 作者：Cheol S. Eun; Bruce G. Resnick; Tuugi Chuluun 出版社：Mcgraw-Hill; Inc. 裝訂：平裝

International Financial Management provides students with a foundation for analysis through a text that is well-organized, comprehensive, and provides up-to-date coverage of the topics. Like the first nine editions, it is written based on two tenets: emphasis on the basics and emphasis on a managerial perspective.The scope and content of international finance has been fast evolving due to cycles of deregulations and regulations of financial markets, product innovations, and technological advancements. As capital markets of the world are becoming more integrated, a solid understanding of international finance has become essential for astute corporate decision making. Reflecting the growing importance of international finance as a discipline, we have seen a sharp increase in the demand for experts in the area in both the corporate and academic worlds.International Financial Management discussion is written so that a self-contained treatment of each subject is presented in a user-friendly

優惠價： 1 1780

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Introduction to Medical Software：Foundations for Digital Health, Devices, and Diagnostics

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10.

Introduction to Medical Software：Foundations for Digital Health, Devices, and Diagnostics

出版日：2022/04/30 作者：Xenophon Papademetris 出版社：Cambridge Univ Pr 裝訂：精裝

Providing a concise and accessible overview of the design, implementation and management of medical software, this textbook will equip students with a solid understanding of critical considerations for both standalone medical software (software as a medical device/SaMD) and software that is integrated into hardware devices. It includes: practical discussion of key regulatory documents and industry standards, and how these translate into concrete considerations for medical software design; detailed coverage of the medical software lifecycle process ; accessible introduction to quality and risk management systems in the context of medical software; succinct coverage of essential topics in data science, machine learning, statistics, cybersecurity, software engineering and healthcare bring readers up-to-speed; six cautionary real-world case studies illustrate the dangers of improper or careless software processes. Accompanied by online resources for instructors, this is the ideal introduct

優惠價： 9 3392

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79 折

11.

Probabilistic Machine Learning

出版日：2022/02/01 作者：Kevin P. Murphy 出版社：Mit Pr 裝訂：精裝

A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory.This book offers a detailed and up-to-date introduction to machine learning (including deep learning) through the unifying lens of probabilistic modeling and Bayesian decision theory. The book covers mathematical background (including linear algebra and optimization), basic supervised learning (including linear and logistic regression and deep neural networks), as well as more advanced topics (including transfer learning and unsupervised learning). End-of-chapter exercises allow students to apply what they have learned, and an appendix covers notation. Probabilistic Machine Learning grew out of the author’s 2012 book, Machine Learning: A Probabilistic Perspective. More than just a simple update, this is a completely new book that reflects the dramatic developments in the field since 2012, most notably deep learning. In addition, the ne

優惠價： 79 5925

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Probabilistic Numerics：Computation as Machine Learning

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12.

Probabilistic Numerics：Computation as Machine Learning

出版日：2022/06/30 作者：Philipp Hennig 出版社：Cambridge Univ Pr 裝訂：精裝

Probabilistic numerical computation formalises the connection between machine learning and applied mathematics. Numerical algorithms approximate intractable quantities from computable ones. They estimate integrals from evaluations of the integrand, or the path of a dynamical system described by differential equations from evaluations of the vector field. In other words, they infer a latent quantity from data. This book shows that it is thus formally possible to think of computational routines as learning machines, and to use the notion of Bayesian inference to build more flexible, efficient, or customised algorithms for computation. The text caters for Masters' and PhD students, as well as postgraduate researchers in artificial intelligence, computer science, statistics, and applied mathematics. Extensive background material is provided along with a wealth of figures, worked examples, and exercises (with solutions) to develop intuition.

優惠價： 9 3217

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The Statistical Physics of Data Assimilation and Machine Learning

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13.

The Statistical Physics of Data Assimilation and Machine Learning

出版日：2022/02/28 作者：Henry D. I. Abarbanel 出版社：Cambridge Univ Pr 裝訂：精裝

Data assimilation is a hugely important mathematical technique, relevant in fields as diverse as geophysics, data science, and neuroscience. This modern book provides an authoritative treatment of the field as it relates to several scientific disciplines, with a particular emphasis on recent developments from machine learning and its role in the optimisation of data assimilation. Underlying theory from statistical physics, such as path integrals and Monte Carlo methods, are developed in the text as a basis for data assimilation, and the author then explores examples from current multidisciplinary research such as the modelling of shallow water systems, ocean dynamics, and neuronal dynamics in the avian brain. The theory of data assimilation and machine learning is introduced in an accessible and unified manner, and the book is suitable for undergraduate and graduate students from science and engineering without specialized experience of statistical physics.

優惠價： 9 3217

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Climate Risk and Sustainable Water Management

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14.

Climate Risk and Sustainable Water Management

出版日：2022/01/31 作者：Qiuhong Tang 出版社：Cambridge Univ Pr 裝訂：精裝

Climate change is leading to changing patterns of precipitation and increasingly extreme global weather. There is an urgent need to synthesize our current knowledge on climate risks to water security, which in turn is fundamental for achieving sustainable water management. Climate Risk and Sustainable Water Management discusses hydrological extremes, climate variability, climate impact assessment, risk analysis, and hydrological modelling. It provides a comprehensive interdisciplinary exploration of climate risks to water security, helping to guide sustainable water management in a changing and uncertain future. The relevant theory is accessibly explained using examples throughout, helping readers to apply the knowledge learned to their own situations and challenges. This textbook is especially valuable to students of hydrology, resource management, climate change, and geography, as well as a reference textbook for researchers, civil and environmental engineers, and water management pr

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An Empirical Study and Analysis of Heart Disease Prediction

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15.

An Empirical Study and Analysis of Heart Disease Prediction

出版日：2023/03/25 作者：R. Subhashini 出版社：Virgin Pub 裝訂：平裝

An empirical study and analysis of heart disease prediction involves using data analysis techniques to identify patterns and risk factors associated with cardiovascular disease. This approach utilizes machine learning algorithms to classify patients based on their likelihood of developing heart disease.The study involves collecting data on risk factors such as age, gender, family history, blood pressure, cholesterol levels, smoking, and diabetes. Feature selection techniques are used to identify the most important risk factors, and a classification model is trained using these factors. The accuracy of the model is evaluated using metrics such as sensitivity, specificity, and AUC.This empirical study and analysis has several advantages, including the ability to identify new risk factors associated with heart disease, improved accuracy in predicting cardiovascular risk, and the potential to develop more personalized prevention and treatment strategies. This approach has the potential to

優惠價： 1 1140

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Preparing for the Next Financial Crisis：Policies, Tools and Models

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Preparing for the Next Financial Crisis：Policies, Tools and Models

出版日：2022/08/11 作者：Esa Jokivuolle 出版社：Cambridge Univ Pr 裝訂：平裝

In the years since the subprime financial crisis of 2007–2011, we have learned a number of important lessons about the crisis, and have subsequently applied appropriate legislation, such as increased capital ratios and systematic stress testing, in order to combat it. However, it would be naive to suggest that such measures have put an end to the possibility of future crises. In this book, senior figures in economics, risk Management, and the banking sector use active research and policy debates to offer a wide perspective on what the next financial crisis may look like and what can be done about it from a regulatory point of view. By first exploring issues of macroeconomic policy, and then studying cutting-edge methodologies, challenging important aspects of testing financial practice, this book will be an essential read for all those studying and researching financial crises, financial regulation and macroprudential policy-making.

優惠價： 9 1111

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A Regulatory Design for Financial Stability in Hong Kong

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17.

A Regulatory Design for Financial Stability in Hong Kong

出版日：2022/04/30 作者：Evan Gibson 出版社：Cambridge Univ Pr 裝訂：精裝

In Hong Kong, the banking system is the primary source of financial stability risk. Post-2008 regulatory reforms have focused on financial stability policies and tools while neglecting the design of supervisory models. This book provides a comparative analysis of how supervisory models affect the management of financial stability regulations in Hong Kong's banking system. Regulatory issues discussed span prudential regulations, systemically important banks, unconventional liquidity tools, deposit insurance, lender of last resort, resolution regimes, central clearing counterparties and derivatives, Renminbi infrastructure, stock and bond connect schemes, distributed ledger technology, digital yuan, US dollar sanctions, cryptocurrencies, RegTech, and FinTech. A Regulatory Design for Financial Stability in Hong Kong elucidates the flaws and synergies in Hong Kong's banking regulatory framework and proposes conventional and innovative regulatory reforms. This book will be of great interest

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A History of Financial Technology：From Corporations to Crowdfunding

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18.

A History of Financial Technology：From Corporations to Crowdfunding

出版日：2022/01/31 作者：Seth C. Oranburg 出版社：Cambridge Univ Pr 裝訂：精裝

Using the lens of history, A History of Financial Technology and Regulation illuminates recent changes to the world of finance. With lucid prose and the help of concrete examples, Seth Oranburg helps readers understand the role of technology in finance today, including complex phenomena such as mutual funds, cryptocurrencies, and the stock market itself. Chapters begin with basic principles and historical analogy before describing complex digital-investment strategies and instruments. Readers will also gain an introduction to key concepts in financial regulation, learning how law and regulations prevented some financial crises while perpetuating others. Oranburg concludes with ideas about what's next for finance and how the law should respond. This book will appeal to specialists and nonspecialists alike who are interesting in learning more about business, economics, finance, law, and regulation.

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19.

A History of Financial Technology：From Corporations to Crowdfunding

出版日：2022/01/31 作者：Seth C. Oranburg 出版社：Cambridge Univ Pr 裝訂：平裝

Using the lens of history, A History of Financial Technology and Regulation illuminates recent changes to the world of finance. With lucid prose and the help of concrete examples, Seth Oranburg helps readers understand the role of technology in finance today, including complex phenomena such as mutual funds, cryptocurrencies, and the stock market itself. Chapters begin with basic principles and historical analogy before describing complex digital-investment strategies and instruments. Readers will also gain an introduction to key concepts in financial regulation, learning how law and regulations prevented some financial crises while perpetuating others. Oranburg concludes with ideas about what's next for finance and how the law should respond. This book will appeal to specialists and nonspecialists alike who are interesting in learning more about business, economics, finance, law, and regulation.

優惠價： 9 1754

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20.

Analytics in Finance and Risk Management

出版日：2023/12/13 作者：Thi Hong Nguyen; Nga (Hanoi University of Industry; Vietnam); Agarwal; Shivani (KIET Group of Institutions; India); Ziemba; Ewa (University of Economics; Poland) 出版社：PBKTYFRL 裝訂：精裝

This book presents contemporary issues and challenges in finance and risk management in a time of rapid transformation due to technological advancements. It includes research articles based on financi

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21.

Survey of Accounting

出版日：2023/03/22 作者：Carl S. Warren 出版社：Cengage Learning 裝訂：精裝

Master today's most essential topics in financial and managerial accounting today using the unique Integrated Financial Statement Framework in Warren/Farmer/Jones�s SURVEY OF ACCOUNTING, 10E. Written specifically for readers who have no prior knowledge of accounting, this edition's focuses only on topics that are essential to the understanding of accounting as a manager or professional. The book's distinctive framework illustrates the impact of transactions on financial statements without the use of debits and credits. The authors also incorporate Metric Analyses that connect transactions and management decisions to financial condition and performance metrics used by businesses. New coverage addresses the use of data analytics and changes in retail operations. Updated and streamlined content throughout this edition integrates seamlessly with CNOWv2�s online homework platform. CNOWv2 offers a variety of learning activities and helpful videos to maximize your understanding

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JCAATs: Data Analysis and Smart Audit (Attached：Trial version software + Dataset)

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22.

JCAATs: Data Analysis and Smart Audit (Attached：Trial version software + Dataset)

出版日：2023/03/01 作者：Sherry Huang 出版社：傑克商業自動化 裝訂：平裝

With the advent of the Al era, professionals need to select the right tools to meet new opportunities and challenges! This instructional material focuses on the application of big data analysis, text mining, and machine learning in auditing to assist readers in understanding the latest developments in data analysis and smart audit.JCAATs is a new generation audit software developed by Python, which can be executed in a Windows and MAC operation systems with a multi-language, visual, and easy-to-use interface. Non-IT professionals can easily conduct smart data analysis. Through JCAATs' built-in data fusion technology and OPEN DATA connector, heterogeneous data can be quickly analyzed in real-time and effectively identifying anomalies. The features of this book include:The book is structured to provide a progressive learning experience, with chapters covering different concepts and applications, as well as exercises and practice questions. The official textbook endorsed by ICAEA

優惠價： 9 2700

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Coding with Python - Create Amazing Graphics: A New Title in the Questkids Children's Series

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23.

Coding with Python - Create Amazing Graphics: A New Title in the Questkids Children's Series

出版日：2022/06/28 作者：Max Wainewright 出版社：In Easy Steps Limited 裝訂：平裝

Anew title in The QuestKids children's series thatwas launched by In Easy Steps in 2018, designed to make learning fun forchildren.Coding with Python- Create Amazing Graphics introducescoding in Python through a variety of projects. Each one teaches new codingconcepts and results in some amazing graphics.Discover how to mix colours, make patterns, draw 2D and 3Dshapes.Learn how to use loops, variables, random numbers, andfunctions in Python. Packed with challenges, tips, and extensions to keep allbudding coders engaged and eager to keep learning and creating!To create the games in this book, children will need a desktopcomputer or a laptop. The games require a proper keyboard so will not work wellon a tablet or iPad. It is recommended that children should be supervised whenusing the internet, especially when using a new website. Thisis the UK English edition.

優惠價： 95 569

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Python Challenges: 100 Proven Programming Tasks Designed to Prepare You for Anything

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24.

Python Challenges: 100 Proven Programming Tasks Designed to Prepare You for Anything

出版日：2022/03/13 作者：Michael Inden 出版社：Apress 裝訂：平裝

Augment your knowledge of Python with this entertaining learning guide, which features 100 exercises and programming puzzles and solutions. Python Challenges will help prepare you for your next exam or a job interview, and covers numerous practical topics such as strings, data structures, recursion, arrays, and more.Each topic is addressed in its own separate chapter, starting with an introduction to the basics and followed by 10 to 15 exercises of various degrees of difficulty, helping you to improve your programming skills effectively. Detailed sample solutions, including the algorithms used for all tasks, are included to maximize your understanding of each area. Author Michael Inden also describes alternative solutions and analyzes possible pitfalls and typical errors.Three appendices round out the book: the first covers the Python command line interpreter, which is often helpful for trying out the code snippets and examples in the book, followed by an overview of Pytest for unit te

優惠價： 1 2660

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25.

Three Liability Regimes for Artificial Intelligence: Algorithmic Actants, Hybrids, Crowds

出版日：2022/01/27 作者：Anna Beckers 出版社：Hart Pub 裝訂：精裝

This book proposes three liability regimes to combat the wide responsibility gaps caused by AI systems - vicarious liability for autonomous software agents (actants); enterprise liability for inseparable human-AI interactions (hybrids); and collective fund liability for interconnected AI systems (crowds). Based on information technology studies, the book first develops a threefold typology that distinguishes individual, hybrid and collective machine behaviour. A subsequent social science analysis specifies the socio-digital institutions related to this threefold typology. Then it determines the social risks that emerge when algorithms operate within these institutions. Actants raise the risk of digital autonomy, hybrids the risk of double contingency in human-algorithm encounters, crowds the risk of opaque interconnections. The book demonstrates that the law needs to respond to these specific risks, by recognising personified algorithms as vicarious agents, human-machine associations a

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The New Normal in Education: Teaching, Learning, and Leading

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26.

The New Normal in Education: Teaching, Learning, and Leading

出版日：2023/09/17 作者：Mary Beth Klinger 出版社：Rowman & Littlefield 裝訂：精裝

This book explores teaching, learning, and leadership in higher education following the Covid-19 pandemic. It examines opportunities that currently exist within higher education as they relate to innovative teaching and learning strategies, from instructional modalities to new models of transformative learning to meet students "where they are" in terms of career development and lifelong learning. Emphasis is placed on educational leadership and management skills, faculty and teaching acumen, and students and their quest for knowledge and understanding as we navigate past a global health crisis towards a future of hope and solutions to some of today's most pressing issues using collaboration, community, and an inquiry-oriented approach. The current state of education is reimagined with emphasis on higher education as a learning organization. A sense of urgency in higher education is underscored to instill knowledge and competency, encourage innovation, and help the next generation of st

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27.

A Practitioner's Guide to Adapting the Nist Cybersecurity Framework: Create, Protect, and Deliver Digital Business Value Series Volume 2

出版日：2023/01/25 作者：David Moskowitz 出版社：TSO THE STATIONERY OFFICE 裝訂：平裝

This is the second volume in the Create, Protect, and Deliver Digital Business Value series. It provides practitioners with detailed guidance on creating a NIST Cybersecurity Framework risk management program using NIST Special Publication 800-53, the DVMS Institute's CPD Model, and existing digital business systems. The outcome is a cyber risk management program and culture fit for use, auditable for purpose, and aligned with global cybersecurity frameworks, standards, and regulations. The key takeaway from this book is that securing digital business value is something every employee is responsible for doing every day. Cybersecurity is an intrinsic aspect of securing that value and must be factored into an organization's digital strategy and culture. A culture of cybersecurity starts at the top of an organization and is translated into strategic policies and training programs which are designed to embed that culture across the whole enterprise and its supply chain. The material in thi

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Pandas for Everyone: Python Data Analysis

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28.

Pandas for Everyone: Python Data Analysis

出版日：2023/01/09 作者：Daniel Chen 出版社：ADDISON WESLEY PUB CO INC 裝訂：平裝

The Hands-On, Example-Rich Introduction to Pandas Data Analysis in Python Today, analysts must manage data characterized by extraordinary variety, velocity, and volume. Using the open source Pandas library, you can use Python to rapidly automate and perform virtually any data analysis task, no matter how large or complex. Pandas can help you ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Pandas for Everyone brings together practical knowledge and insight for solving real problems with Pandas, even if you're new to Python data analysis. Daniel Y. Chen introduces key concepts through simple but practical examples, incrementally building on them to solve more difficult, real-world problems. Chen gives you a jumpstart on using Pandas with a realistic dataset and covers combining datasets, handling missing data, and structuring datasets for easier analysis and visualization. He demonstrates powerful dat

優惠價： 1 2400

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90 折

29.

Mathematical Aspects of Deep Learning

出版日：2022/10/31 作者：Philipp Grohs 出版社：Cambridge Univ Pr 裝訂：精裝

In recent years the development of new classification and regression algorithms based on deep learning has led to a revolution in the fields of artificial intelligence, machine learning, and data analysis. The development of a theoretical foundation to guarantee the success of these algorithms constitutes one of the most active and exciting research topics in applied mathematics. This book presents the current mathematical understanding of deep learning methods from the point of view of the leading experts in the field. It serves as both a starting point for researchers and graduate students in mathematics trying to get into the field, as well as an invaluable reference for future research.

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Simulation with Python: Develop Simulation and Modeling in Natural Sciences, Engineering, and Social Sciences

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30.

Simulation with Python: Develop Simulation and Modeling in Natural Sciences, Engineering, and Social Sciences

出版日：2022/10/09 作者：Rongpeng Li 出版社：Apress 裝訂：平裝

Understand the theory and implementation of simulation. This book covers simulation topics from a scenario-driven approach using Python and rich visualizations and tabulations. The book discusses simulation used in the natural and social sciences and with simulations taken from the top algorithms used in the industry today. The authors use an engaging approach that mixes mathematics and programming experiments with beginning-intermediate level Python code to create an immersive learning experience that is cohesive and integrated. After reading this book, you will have an understanding of simulation used in natural sciences, engineering, and social sciences using Python. What You Will LearnUse Python and numerical computation to demonstrate the power of simulationChoose a paradigm to run a simulationDraw statistical insights from numerical experimentsKnow how simulation is used to solve real-world problems Who This Book Is ForEntry-level to mid-level Python developers from various backg

優惠價： 1 2090

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31.

Everyday Hero Machine Boy

出版日：2022/09/13 作者：Irma Kniivila; Tri Vuong; Tri Vuong 出版社：Image Comics 裝訂：平裝

When a machine boy falls to earth, his heart is awoken for the first time. As he learns to be human, he struggles to override his own programming and become a hero, from rising stars Tri Vuong and Irma Kniivila. It's a bird, it's a plane, it's... Machine Boy! When Machine Boy falls from the sky into the domed city of Mega 416, he leaves a wake of destruction in his path... until Karate Grandpa is able to turn on his heart. Now, Machine Boy wants nothing more than to become a hero! Whether he is fighting giant bugs in the school's basement, rescuing cats from trees, or making the perfect spaghetti sauce, Machine Boy is always looking for the best way to help others. But when his heart begins to interact dangerously with other debris from space, Machine Boy wonders if he can be a power for good after all. Rising stars Tri Vuong and Irma Kniivila create a funny and engaging all-ages adventure that asks-can you override your own programming?

優惠價： 1 494

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Electric Machines：Theory and Analysis Using the Finite Element Method

90 折

32.

Electric Machines：Theory and Analysis Using the Finite Element Method

出版日：2022/08/31 作者：Dionysios Aliprantis 出版社：Cambridge Univ Pr 裝訂：精裝

Offering a new perspective, this textbook demystifies the operation of electric machines by providing an integrated understanding of electromagnetic fields, electric circuits, numerical analysis, and computer programming. It presents fundamental concepts in a rigorous manner, emphasising underlying physical modelling assumptions and limitations, and provides detailed explanations of how to implement the finite element method to explore these concepts using Python. It includes explanations of the conversion of concepts into algorithms, and algorithms into code, and examples building in complexity, from simple linear-motion electromagnets to rotating machines. Over 100 theoretical and computational end-of-chapter exercises test understanding, with solutions for instructors and downloadable Python code available online. Ideal for graduates and senior undergraduates studying electric machines, electric machine design and control, and power electronic converters and power systems engineerin

若需訂購本書，請電洽客服 02-25006600[分機130、131]。

Mathematical Pictures at a Data Science Exhibition

90 折

33.

Mathematical Pictures at a Data Science Exhibition

出版日：2022/04/30 作者：Simon Foucart 出版社：Cambridge Univ Pr 裝訂：精裝

This text provides deep and comprehensive coverage of the mathematical background for data science, including machine learning, optimal recovery, compressed sensing, optimization, and neural networks. In the past few decades, heuristic methods adopted by big tech companies have complemented existing scientific disciplines to form the new field of Data Science. This text embarks the readers on an engaging itinerary through the theory supporting the field. Altogether, twenty-seven lecture-length chapters with exercises provide all the details necessary for a solid understanding of key topics in data science. While the book covers standard material on machine learning and optimization, it also includes distinctive presentations of topics such as reproducing kernel Hilbert spaces, spectral clustering, optimal recovery, compressed sensing, group testing, and applications of semidefinite programming. Students and data scientists with less mathematical background will appreciate the appendice

若需訂購本書，請電洽客服 02-25006600[分機130、131]。

Project Management Absolute Beginner's Guide

滿額折

34.

Project Management Absolute Beginner's Guide

出版日：2022/03/16 作者：Greg Horine 出版社：QUE CORP 裝訂：平裝

Succeed as a project manager, even if you've never run a project before! This book is the fastest way to master every project management task, from upfront budgeting and scheduling through execution, managing teams through closing projects, and learning from experience. Updated with more insights from the front lines, including agile approaches, dealing with security and privacy priorities, and leading remote/virtual teams, along with the latest on Microsoft Project and PMI standards and certifications and a special bonus chapter on preparing for the new PMP certification. This book will show you exactly how to get the job done, one incredibly clear and easy step at a time. Project management has never, ever been this simple! This is today's best beginner's guide to modern project management--simple, practical instructions for succeeding with every task you'll need to perform! * Master the key skills and qualities every project manager needs * Learn how to lead projects, not just ma

優惠價： 1 1330

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35.

Learning Through Play for Children with Pmld and Complex Needs: Using Purposeful Play to Support Cognition, Mental Health and Wellbeing

出版日：2022/01/28 作者：Ange Anderson 出版社：Routledge 裝訂：精裝

This accessible book explores the development of play skills and schemas to support children with learning differences and physical disabilities in learning to play.Each chapter looks at an aspect of play - from play therapy and sensory play, to LEGO, role play and digital play - and discusses how the approach can meet the needs of children in specialist settings, from those with sensory needs, to children with physical disabilities. The book introduces a myriad of different ways to use play and shares both evidence and anecdotes of the benefits to physical and mental health, as well as learning. Rich examples are given from special schools who have intentionally designed their schools to meet the play needs of their children and a range of adaptable resources are also provided, including policy documents and risk assessments ready to be taken away and used. Learning Through Play in Special Education will be essential reading for teachers working with children with additional needs and

若需訂購本書，請電洽客服 02-25006600[分機130、131]。

滿額折

36.

The Wishing Machine

出版日：2023/10/17 作者：Jonathan Hillman; Nadia Alam 出版社：SIMON & SCHUSTER BOOKS YOU 裝訂：精裝

Oge Mora's Saturday meets Carmela Full of Wishes in this touching and whimsical picture book about a mother and child's last trip to their local laundromat before moving away. Every Sunday after cereal, Sam and Mom walk to the laundromat, wash their clothes, and see their friends. But this Sunday is different. Today, they're doing laundry so they can pack clean clothes into boxes and move away. Sam doesn't want to leave their neighborhood and friends. Maybe if they hope with all their might, they can turn a washing machine into a wishing machine! Sam's imagination turns the mundane into a series of wonders as they cope with change and learn the true meaning of home.

優惠價： 79 600

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Financial Accounting (Asian Global Edition)

滿額折

37.

Financial Accounting (Asian Global Edition)

出版日：2023/05/30 作者：Jan R. Williams ; Mark S. Bettner ; Joseph V. Carcello ; Nelson C. Y. Lam ; Peter T. Y. Lau 出版社：Mcgraw-Hill; Inc. 裝訂：平裝

Financial Accounting is written with the Asian student and student using International Financial Reporting Standards (IFRS) in mind. Based on the market-leading U.S. title, Financial Accounting, the third edition retains the features that have contributed to the success of the U.S. book. In addition, it incorporates updated examples, case studies, and questions drawn from Asian and IFRS contexts and practices. Combined with robust end-of-chapter exercises and exciting interactive supplementary materials, this textbook is absolutely relevant and essential for instructors and students in the region as well as those interested in IFRS.

優惠價： 1 1780

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ISE Essentials of Contemporary Management

95 折

38.

ISE Essentials of Contemporary Management

出版日：2023/04/25 作者：Gareth Jones; Jennifer George 出版社：McGraw-Hill Education 裝訂：平裝

Essentials of Contemporary Management provides the most current, concise account of changes taking place in the world of management and management practices by emphasizing the challenges and opportunities facing today’s managers in organizations large and small making the text relevant and interesting to students. Jones/George infuses real managers who seize opportunities, overcome challenges, and effectively manage and lead their organizations allowing students to see real-life management in action. It mirrors the changes taking place in today's management practice by incorporating recent developments in management theory and research. Central to the book's approach, boxed material is seamlessly integrated into the text and an integral part of the learning experience; it is not disembodied from the chapter narrative.

優惠價： 95 1596

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Principles of Financial Accounting IFRS (Chapter 1-17)(Custom Edition)

滿額折

39.

Principles of Financial Accounting IFRS (Chapter 1-17)(Custom Edition)

出版日：2023/04/19 作者：John J. Wild ; Winston Kwok ; Ken W. Shaw 出版社：Mcgraw-Hill; Inc. 裝訂：平裝

Principles of Financial Accounting, 3rd edition, continues to provide leading accounting content that engages and motivates students. With its step-by-step approach, this book streamlines complex accounting processes and helps students to build confidence by mastering key concepts and procedures. Suitably written for both introductory and intermediate courses on Financial Accounting, guided by international accounting standards, this edition helps students to develop good decision-making habits as they prepare, analyze, and apply accounting information. It also includes the latest available financial reports of Nestlé and adidas, both multinational companies that comply with international standards in accounting to further reinforce the real-world relevance of accounting concepts.KEY FEATURES•The recognition, measurement, disclosure and reporting of revenues, receivables, and investments follow the guiding principles of international accounting standards.•Available with Connect®, a per

優惠價： 1 1480

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Introduction to Online Convex Optimization, second edition

79 折

40.

Introduction to Online Convex Optimization, second edition

出版日：2022/10/11 作者：Elad Hazan 出版社：Mit Pr 裝訂：精裝

New edition of a graduate-level textbook on that focuses on online convex optimization, a machine learning framework that views optimization as a process.In many practical applications, the environment is so complex that it is not feasible to lay out a comprehensive theoretical model and use classical algorithmic theory and/or mathematical optimization. Introduction to Online Convex Optimization presents a robust machine learning approach that contains elements of mathematical optimization, game theory, and learning theory: an optimization method that learns from experience as more aspects of the problem are observed. This view of optimization as a process has led to some spectacular successes in modeling and systems that have become part of our daily lives. Based on the “Theoretical Machine Learning” course taught by the author at Princeton University, the second edition of this widely used graduate level text features:Thoroughly updated material throughoutNew chapters on boosting, ad

優惠價： 79 1801

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Machine Learning for Financial Risk Management with Python