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Hands-On Deep Learning for Finance: Implement deep learning techniques and algorithms to create powerful trading strategies - Original PDF
Hands-On Deep Learning for Finance: Implement deep learning techniques and algorithms to create powerful trading strategies - Original PDF
نویسندگان: Luigi Troiano, Arjun Bhandari, Elena Mejuto Villa خلاصه: 1Section 1: Introduction In this section, you will be introduced to deep learning applied to finance, as we look at examples of deep learning applications in finance and the basics regarding model architectures and development, alongside an introduction to the software technologies that will be used in the remainder of the book. This section comprises the following chapters: Chapter 1, Deep Learning for Finance 101 Chapter 2, Designing Neural Network Architectures Chapter 3, Constructing, Testing, and Validating Models
Data Governance: Governing data for sustainable business - Original PDF
Data Governance: Governing data for sustainable business - Original PDF
نویسندگان: Rohan Light;Beenish Saeed;Nathalie de Marcellis-Warin;Abdelaziz Khadraoui;Alison Holt;Benoit Aubert;David Sutton;Frdric Gelissen;Alisdair McKenzie;Geoff Clarke;Rose Pan;Ming Li; خلاصه: There are multiple definitions available for the following highlighted terms, but for the purposes of this book, terms will be used as explained in the following paragraphs. Data governance or the governance of data are terms that we’ll use in the book for the governance activities carried out by a board of directors or trustees, a cabinet committee, or any other top-level group charged with setting policy rules for how their organisations use data for decision making, reference and analysis. We will refer to this group of people as a governing body. This governing body is responsible for the development of a data strategy to determine how data is used within their organisation to deliver the overarching organisational strategy. Data governance activities can include the actions taken by managers to observe and respect the policy rules set by the governing body, but it should be noted that the data governance duties of the governing body cannot be delegated without a loss of accountability
An Introduction to Algorithmic Finance, Algorithmic Trading and Blockchain - Original PDF
An Introduction to Algorithmic Finance, Algorithmic Trading and Blockchain - Original PDF
نویسندگان: Satya Chakravarty, Palash Sarkar خلاصه: The purpose of An Introduction to Algorithmic Finance is to provide a broad-based accessible introduction to three of the presently most important areas of computational finance, namely, option pricing, algorithmic trading and blockchain. This will provide a basic understanding required for a career in the finance industry and for doing more specialized courses in finance.An Introduction to Algorithmic Finance breaks down into three parts. The first part provides the necessary theoretical background to Derivatives, Options and Stochastic Dominance. The second part covers various algorithmic issues of finance, discussing specific algorithms, their applications and consequences. The third part of the book is devoted to blockchain and cryptocurrency which complements the first two parts.An Introduction to Algorithmic Finance is an interesting, important read for anyone interested in or invested in the finance industry & it highlights and explains current phenomena in algorithmic finance in an articulate manner.
Risk Management in Finance - Original PDF
Risk Management in Finance - Original PDF
نویسندگان: Anthony Tarantino, Deborah Cernauskas خلاصه: The book should be on the must read list for all those interested in reforming corporate governance.
Trading Life: Organ Trafficking, Illicit Networks, and Exploitation - Original PDF
Trading Life: Organ Trafficking, Illicit Networks, and Exploitation - Original PDF
نویسندگان: Seán Columb خلاصه: This groundbreaking book investigates the emergence and evolution of the organ trade across North Africa and Europe. Seán Columb illuminates the voices and perspectives of organ sellers and brokers to demonstrate how crime and immigration controls produce circumstances where the business of selling organs has become a feature of economic survival. Drawing on the experiences of African migrants, Trading Life brings together five years of fieldwork charting the development of the organ trade from an informal economic activity into a structured criminal network operating within and between Egypt, Libya, Sudan, Eritrea, and Europe. Ground-level analysis provides new insight into the operation of organ trading networks and the impact of current legal and policy measures in response to the organ trade. Columb reveals how investing financial and administrative resources into law enforcement and border securitization at the expense of social services has led to the convergence of illicit smuggling and organ trading networks and the development of organized crime. Trading Life delivers a powerful and grounded analysis of how economic pressures and the demands of survival force people into exploitative arrangements, like selling a kidney, that they would otherwise avoid. This fascinating and accessible book is a must-read for anyone interested in migration, organized crime, and exploitation.
Practical Data Migration - Original PDF
Practical Data Migration - Original PDF
نویسندگان: Johny Morris خلاصه: This book is for executives, practitioners, and project managers who are tasked with the movement of data from old systems to a new repository. It is designed as a practical guide and uses a series of steps developed in real-life situations that will get you from an empty new system to one that is populated, working and backed by the user population. This new edition is updated to take account of changes in technology and the maturing of the market for data migration services, with two brand new chapters. It guarantees to get the dirty old data out of your legacy systems and transform it into clean new data for your new system.
Python for Algorithmic Trading: From Idea to Cloud Deployment - Original PDF
Python for Algorithmic Trading: From Idea to Cloud Deployment - Original PDF
نویسندگان: Yves Hilpisch خلاصه: Algorithmic trading, once the exclusive domain of institutional players, is now open to small organizations and individual traders using online platforms. The tool of choice for many traders today is Python and its ecosystem of powerful packages. In this practical book, author Yves Hilpisch shows students, academics, and practitioners how to use Python in the fascinating field of algorithmic trading. You'll learn several ways to apply Python to different aspects of algorithmic trading, such as backtesting trading strategies and interacting with online trading platforms. Some of the biggest buy- and sell-side institutions make heavy use of Python. By exploring options for systematically building and deploying automated algorithmic trading strategies, this book will help you level the playing field. • Set up a proper Python environment for algorithmic trading • Learn how to retrieve financial data from public and proprietary data sources • Explore vectorization for financial analytics with NumPy and pandas • Master vectorized backtesting of different algorithmic trading strategies • Generate market predictions by using machine learning and deep learning • Tackle real-time processing of streaming data with socket programming tools • Implement automated algorithmic trading strategies with the OANDA and FXCM trading platforms
Corporate and Investment Banking: Preparing for a Career in Sales, Trading, and Research in Global Markets - Original PDF
Corporate and Investment Banking: Preparing for a Career in Sales, Trading, and Research in Global Markets - Original PDF
نویسندگان: Fidelio Tata خلاصه: This book provides unique information to prepare graduates and newly hired corporate and investment banking professionals for a career in the global markets environment of large universal and international investment banks. It shows the interrelationship between the three specific business functions of sales, trading, and research, as well as the interaction with corporate and institutional clients. The book fills a gap in the available literature by linking financial market theory to the practical aspects of day-to-day operations on a trading floor and offers a taxonomy of the current banking business, providing an in-depth analysis of the main market participants in the global markets ecosystem. Engaging the reader with case studies, anecdotes, and industry color, the book addresses the risks and opportunities of the global markets business in today’s global financial markets both from a theoretical and from a practitioner’s perspective and focuses on the most important fixed-income financial instruments from a pricing, risk-management, and client-marketing perspective.
Algorithmic Trading Methods: Applications Using Advanced Statistics, Optimization, and Machine Learning Techniques - Original PDF
Algorithmic Trading Methods: Applications Using Advanced Statistics, Optimization, and Machine Learning Techniques - Original PDF
نویسندگان: Robert Kissell خلاصه: Algorithmic Trading Methods: Applications using Advanced Statistics, Optimization, and Machine Learning Techniques, Second Edition, is a sequel to The Science of Algorithmic Trading and Portfolio Management. This edition includes new chapters on algorithmic trading, advanced trading analytics, regression analysis, optimization, and advanced statistical methods. Increasing its focus on trading strategies and models, this edition includes new insights into the ever-changing financial environment, pre-trade and post-trade analysis, liquidation cost & risk analysis, and compliance and regulatory reporting requirements. Highlighting new investment techniques, this book includes material to assist in the best execution process, model validation, quality and assurance testing, limit order modeling, and smart order routing analysis. Includes advanced modeling techniques using machine learning, predictive analytics, and neural networks. The text provides readers with a suite of transaction cost analysis functions packaged as a TCA library. These programming tools are accessible via numerous software applications and programming languages.
Derivatives: Theory and Practice of Trading, Valuation, and Risk Management - Original PDF
Derivatives: Theory and Practice of Trading, Valuation, and Risk Management - Original PDF
نویسندگان: Jiří Witzany خلاصه: This book helps students, researchers and quantitative finance practitioners to understand both basic and advanced topics in the valuation and modeling of financial and commodity derivatives, their institutional framework and risk management. It provides an overview of the new regulatory requirements such as Basel III, the Fundamental Review of the Trading Book (FRTB), Interest Rate Risk of the Banking Book (IRRBB), or the Internal Capital Assessment Process (ICAAP). The reader will also find a detailed treatment of counterparty credit risk, stochastic volatility estimation methods such as MCMC and Particle Filters, and the concepts of model-free volatility, VIX index definition and the related volatility trading. The book can also be used as a teaching material for university derivatives and financial engineering courses.

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