Machine Learning for Financial Risk Management with Python

This package includes an unbound, loose leaf copy of ISBN 9781118947029 and a registration code for the WileyPLUS Learning Space course associated with the text. Before you purchase, check with your i

本書由Brigham所著之Fundamentals of Financial Management第十一版修改而成，保留原書第1至17章，第18章「Derivatives and Risk Management」則委請新加坡南洋理工大學Lee Hon Sing教授改寫，介紹衍生性商品之基本內容與原理，以及實際掛牌交易種類、報價、規格等等，以讓讀者能看得懂財經報章為訴求。至於其後第19至21章如購併

Federated Learning for the Metaverse: Applications in Virtual Environments provides readers with insights into how federated learning, a decentralized machine learning paradigm, can be strategically applied to address critical aspects of the metaverse. The book covers a wide range of topics, including privacy-preserving personalization, security, collaboration, adaptive learning environments, real-time communication, decentralized governance, language understanding, immersive learning experiences, avatar customization, and dynamic scene rendering.

Timely and reliable information on natural resources, regarding their potential and limitations, is a prerequisite for sustainable development. Geospatial technologies offer immense potential in providing such information in a timely and cost-effective manner. Using orbital sensors data in conjunction with airborne and proximal sensors to generate information on soils and agricultural resources, forests, mineral resources, fossil fuel, wetlands, water resources, and marine resources, this book focuses on the advancements in technologies applicable to managing these resources. It addresses global issues like climate change and land degradation neutrality and introduces Spatial Data Infrastructure (SDI) as a mechanism for sharing geospatial data. It also provides in-depth discussion on drones, crowdsourcing, cloud computing, Internet of Things, machine learning, and their applications.Features Provides a comprehensive resource on the latest developments in geospatial technologies and the

Financial and Managerial Accounting, Fourth Edition provides students with a clear introduction to fundamental accounting concepts by introducing them to the building blocks of the accounting cycle and then moving on to financial statements.This course is ideal for a two-semester Financial and Managerial Accounting sequence where students spend equal time learning financial and managerial accounting concepts and learn the accounting cycle from a corporate perspective.

If you are a Python programmer who wants to get started with performing data analysis using pandas and Python, this is the book for you. Some experience with statistical analysis would be helpful but

Now in its fourth edition, this respected and widely used book provides an essential introduction to financial accounting and reporting for business and management students around the world.Written ve

All-new clinical resource to help primary caregivers take a lead role in the diagnosis, evaluation, and management of children with learning disabilities. Developed by a leading child and adolescent p

Chapters cover what instructors want students to know about MIS while Extended Learning Modules (XLMs) show students what they can do with MIS. A contemporary writing style and a wealth of examples en

Learning plays a fundamental role in the production planning and growth of all organizations. With the need for more rapid changes in the global economy, the management of organizational change is a

OverviewUsed extensively by professionals, organizations and schools across the country, Reilly/Brown/Leeds' INVESTMENT ANALYSIS AND PORTFOLIO MANAGEMENT, 11th Edition, combines solid theory with practical applications to help students learn how to manage their money to maximize their earning potential. Now streamlined into a succinct 18 chapters, the text has been thoroughly revised to present content that is vital to a thorough understanding of investment management in the most effective way. It uses real-world illustrations and hands-on exercises to bring investment concepts to life for students. The 11th edition continues its tradition of unparalleled international coverage. It also offers expanded discussions of the impact of changes in both technology and regulations on the functioning and organization of global security markets and devotes three chapters to derivatives securities.

This bundle includes a printed copy of the textbook, Human Resource Management in Health Care, 2E with an access code card that gives you entry to Navigate 2 Scenario for Health Care Human Resources.

Strategic thinking has become a core competency for business leaders globally. Overused and under-defined, the term is often used interchangeably with?strategic management. This textbook delineates an

Strategic thinking has become a core competency for business leaders globally. Overused and under-defined, the term is often used interchangeably with?strategic management. This textbook delineates an

Research Administration and Management is written for any individual who is involved in the leadership, development, management and support of this research. The text will guide readers with informati

This helpful guide presents a concise yet comprehensive overview of classroom management. With an emphasis on preparing for the start of the school year, the author provides pre-service teachers with

A hands-on, code-based guide to leveraging Julia in a variety of scientific and data-driven scenarios Key Features: Augment your basic computing skills with an in-depth introduction to JuliaFocus on topic-based approaches to scientific problems and visualisationBuild on prior knowledge of programming languages such as Python, R, or C/C++Purchase of the print or Kindle book includes a free PDF eBook Book Description: Julia is a well-constructed programming language which was designed for fast execution speed by using just-in-time LLVM compilation techniques, thus eliminating the classic problem of performing analysis in one language and translating it for performance in a second.This book is a primer on Julia's approach to a wide variety of topics such as scientific computing, statistics, machine learning, simulation, graphics, and distributed computing.Starting off with a refresher on installing and running Julia on different platforms, you'll quickly get to grips with the core concept

Implement real-time data processing applications on the Raspberry Pi. This book uniquely helps you work with data science concepts as part of real-time applications using the Raspberry Pi as a localized cloud. You'll start with a brief introduction to data science followed by a dedicated look at the fundamental concepts of Python programming. Here you'll install the software needed for Python programming on the Pi, and then review the various data types and modules available. The next steps are to set up your Pis for gathering real-time data and incorporate the basic operations of data science related to real-time applications. You'll then combine all these new skills to work with machine learning concepts that will enable your Raspberry Pi to learn from the data it gathers. Case studies round out the book to give you an idea of the range of domains where these concepts can be applied. By the end of Data Science with the Raspberry Pi, you'll understand that many applications are now de

Do you know what it takes to manage a performing arts organization today? In this comprehensive volume, more than 100 managers of top nonprofit and commercial venues share their winning strategies.* Financial management, building a funding base, labor relations, much more* Explores the realities of running a performing arts organization todayFrom theater to classical music, from opera to dance, every type of organization is included, with information on how each one is structured, key managerial figures, its best-practices for financial management, how it handles labor relations, and more. Kennedy Center, the Brooklyn Academy of Music, Lincoln Center, the Mark Morris Dance Company, the New Victory Theater, the Roundabout Theater, the Guthrie Theater, Steppenwolf Theater Company, and many other top groups are represented. Learn to manage a performing arts group successfully in today’s rapidly changing cultural environment with Performing Arts Management.

With a clear focus on how business objectives determine project value, this book explains how to use an "investment-based" perspective to integrate finance, risk management and strategic planning. You

This book provides a comprehensive foundation of machine learning. To answer the questions of what to learn, how to learn, what to get from learning, and how to evaluate, as well as what is meant by learning, the book focuses on the fundamental basics of machine learning, its methodology, theory, algorithms, and evaluations, together with some philosophical thinking on comparison between machine learning and human learning for machinery intelligence.The book is organized as follows: Introduction (Chapter 1), Evaluation (Chapter 2), Supervised learning (Chapters 3, 4, and 5), Unsupervised learning (Chapter 6), Representation learning (Chapter 7), Problem decomposition (Chapter 8), Ensemble learning (Chapter 9), Deep learning (Chapter 10), Application (Chapter 11), and Challenges (Chapter 12).The book can be used as a textbook for college, undergraduate, graduate and PhD students majored in computer science, automation, electronic engineering, communication, ect. It can also be used as

Many machine learning algorithms require real-valued feature vectors of data instances as inputs. By projecting data into vector spaces, representation learning techniques have achieved promising performance in many areas such as computer vision and natural language processing. There is also a need to learn representations for discrete relational data, namely networks or graphs. Network Embedding (NE) aims at learning vector representations for each node or vertex in a network to encode the topologic structure. Due to its convincing performance and efficiency, NE has been widely applied in many network applications such as node classification and link prediction.This book provides a comprehensive introduction to the basic concepts, models, and applications of network representation learning (NRL). The book starts with an introduction to the background and rising of network embeddings as a general overview for readers. Then it introduces the development of NE techniques by presenting se

Prepare for a successful career in medical billing and insurance processing or revenue management with Green's UNDERSTANDING HEALTH INSURANCE: A GUIDE TO BILLING AND REIMBURSEMENT, 2020 Edition. This

The award-winning author of The Music of the Primes explores the future of creativity and how machine learning will disrupt, enrich, and transform our understanding of what it means to be human.Can a well-programmed machine do anything a human can—only better? Complex algorithms are buying our groceries, picking our partners, and driving our investments. They can navigate more data than a doctor or lawyer and act with greater precision. For many years we’ve taken solace in the notion that they can’t create. But now that algorithms can learn and adapt, does the future of creativity belong to machines too?It is hard to imagine a better guide to the bewildering world of artificial intelligence than Marcus du Sautoy, a celebrated Oxford mathematician whose work on symmetry in the ninth dimension has taken him to the vertiginous edge of mathematical understanding. In The Creativity Code he considers what machine learning means for the future of creativity. Programs like Deep Dream produce d

The Global Financial Crisis has led to a renewed attention for the management of public debt and deficits of advanced and developing industrial states. To successfully deal with such problems of publi

For undergraduate courses in derivatives, options and futures, financial engineering, financial mathematics, and risk management. A reader-friendly book with an abundance of numerical and real-life ex

Managing Corporate Impacts draws on the insights and experiences of managers from around the world to examine how companies can manage corporate impacts to co-create enduring value for business and society. Corporate impacts - the points at which businesses create or destroy value with others - extend well beyond financial impacts to include the workplace, procurement and delivery of goods and services, and shaping perceptions held about corporate behavior. This book uses simple frameworks to demonstrate why and how today's corporations co-create enduring value with multiple stakeholders simultaneously. By introducing multiplier effects and spillover effects, the frameworks move the attention of management beyond direct impacts to examine indirect impacts that create or destroy value connected to the core of the business. By purposely connecting with stakeholders through information-sharing, and effectively managing myriad impacts along supply and distribution chains, companies are poi

Conventional supply chain management has focused on improving the efficiency of material, information, and financial flow by collaborating with supply chain partners. While more recent supply chain di

DescriptionFor undergraduate courses in derivatives, options and futures, financial engineering, financial mathematics, and risk management. A reader-friendly book with an abundance of numerical and r

Picking up where Cod left off, an "invaluable" (Financial Times) look at the global crisis of overfishing.Gourmands and health-conscious consumers alike have fallen for fish; last year per capita consumption in the United States hit an all-time high. Packed with nutrients and naturally low in fat, fish is the last animal we can still eat in good conscience.Or can we?In this vivid, eye-opening bookfirst published in the UK to wide acclaim and now extensively revised for an American audienceenvironmental journalist Charles Clover argues that our passion for fish is unsustainable. Seventy-five percent of the world's fish stocks are now fully exploited or overfished; the most popular varieties risk extinction within the next few decades.Clover trawls the globe for answers, from Tokyo's sumptuous fish market to the heart of New England's fishing industry. He joins hardy sailors on high-tech boats, interviews top chefs whose menu selections can influence the fate of entire species, and exami