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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
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.
Trading Fixed Income and FX in Emerging Markets: A Practitioner’s Guide - Original PDF
Trading Fixed Income and FX in Emerging Markets: A Practitioner’s Guide - Original PDF
نویسندگان: Dirk Willer, Ram Bala Chandran, Kenneth Lam خلاصه: Emerging fixed income markets are both large and fast growing. China, currently the second largest economy in the world, is predicted to overtake the United States by 2030. Chinese fixed income markets are worth more than $11 trillion USD and are being added to global fixed income indices starting in 2019. Access for foreigners to the Indian fixed income market, valued at almost 1trn USD, is also becoming easier – a trend repeated in emerging markets around the world. The move to include large Emerging Market (EM) fixed income markets into non-EM benchmarks requires non-EM specialists to understand EM fixed income. Trading Fixed Income in Emerging Markets examines the principle drivers for EM fixed income investing. This timely guide suggests a more systematic approach to EM fixed income trading with a focus on practical trading rules on how to generate alpha, assisting EM practitioners to limit market-share losses to passive investment vehicles. The definitive text on trading EM fixed income, this book is heavily data-driven – every trading rule is thoroughly back-tested over the last 10+ years. Case studies help readers identify and benefit from market regularities, while discussions of the business cycle and typical EM events inform and optimise trading strategies. Topics include portfolio construction, how to apply ESG principles to EM and the future of EM investing in the realm of Big Data and machine learning. Written by practitioners for practitioners, this book: Provides effective, immediately-accessible tools Covers all three fixed income asset classes: EMFX, EM local rates and EM credit Thoroughly analyses the impact of the global macro cycle on EM investing Examines the influence of the financial rise of China and its fixed income markets Includes case studies of trades that illustrate how markets typically behave in certain situations The first book of its kind, Trading Fixed Income in Emerging Markets: A Practitioner’s Guide is an indispensable resource for EM fund managers, analysts and strategists, sell-side professionals in EM and non-EM specialists considering activity in emerging markets.
Applications of computational intelligence in data-driven trading - Original PDF
Applications of computational intelligence in data-driven trading - Original PDF
نویسندگان: Doloc, Cris خلاصه: "The objective of this book is to introduce the reader to the field of Computational Finance using the framework of Machine Learning as a tool of scientific inquiry. It is an attempt to integrate these two topics: how to use Machine Learning as the tool of choice in solving topical problems in Computational Finance. Readers will learn modern methods used by financial engineers and quantitative analysts to access, Read more...
Alpha Trader: The Mindset, Methodology and Mathematics of Professional Trading - Original PDF
Alpha Trader: The Mindset, Methodology and Mathematics of Professional Trading - Original PDF
نویسندگان: Brent Donnelly خلاصه: Trading is a chaotic, complex, and loosely-structured game played by the smartest minds and most expensive computers in the world. It is the ultimate puzzle. Few can trade at an elite level for an extended period. The game is constantly changing and the rules, mechanics, and probabilities are difficult to observe and forever in flux. Just when you think you've got a plan: BAM. You get punched in the mouth. Trading attracts intelligent, driven individuals who see enormous financial rewards and few barriers to entry. But no amount of intelligence or skill is enough if you are irrational, undisciplined, or overconfident. The best analysis is useless if you keep reaching for the self-destruct button. How do you survive and excel in this high-stakes competition? How do you become an Alpha Trader? The answer is mindset, methodology, and math. ALPHA TRADER is not a behavioral economics textbook and it is not a boring, theoretical deep dive into trading psychology. It's a practical guide full of actionable information, exciting and relevant trading floor stories, concisely-distilled research, and real-life examples that explain and reinforce critical concepts. The book details the specific strategies, tactics, and habits that lead to professional trading success. It will help you become more self-aware, rational, and profitable. This book will make you a better trader. It will help you unlock more edge and it will motivate you to become an expert in your market. It covers practical and essential topics like strategy vs. tactics, microstructure, market narrative, technical analysis, sentiment, positioning and systematic risk management. It will explain the importance of adaptation, rational thinking, behavioral bias, and risk of ruin. Brent Donnelly, the author of ALPHA TRADER, has been a professional trader for more than two decades and has been writing about macro and markets for more than 15 years. His writing style is engaging, approachable, and entertaining and he has the experience and knowledge of a veteran professional trader. His first book, The Art of Currency Trading is a bestseller and has received rave reviews. Brent has worked as a senior FX dealer at some of the biggest banks in the world. He has traded global macro for a Connecticut hedge fund, and he has day traded equities with his own money. He loves trading and he loves writing about it. ALPHA TRADER is for traders of every skill and experience level. Veterans and rookies alike will benefit as the book digs into topics like self-awareness, discipline, endurance, and grit. Learn the common traits of winning traders, the myriad sources of trader kryptonite, how to improve your decision-making, and how smart people do stupid things, all the time. Professional trading is a lifelong journey of self-improvement, struggle, adaptation, and success. This book will help you level up on that journey. Be rational and self-aware. Learn, adapt, and grow. Unleash the Alpha.
Economics for financial markets - PDF
Economics for financial markets - PDF
نویسندگان: Author(s): Brian Kettell خلاصه: Successful trading, speculating or simply making informed decisions about financial markets means it is essential to have a firm grasp of economics. Financial market behaviour revolves around economic concepts, however the majority of economic textbooks do not tell the full story. To fully understand the behaviour of financial markets it is essential to have a model that enables new information to be absorbed and analysed with some predictive implications. That model is provided by the business cycle. 'Economics for Financial Markets' takes the reader from the basics of financial market valuation to a more sophisticated understanding of the actions that traders take which ultimately drives the volatility in the financial markets. The author shows traders, investment managers, risk managers and finance professionals how to distil the flow of information and show what needs to be concentrated on, covering topics such as: * Why are financial markets subject to economic fashions? * How has the New Economy changed financial market behaviour? * Does the creation of the euro fundamentally change the behaviour of the currency markets? Shows how to distil the vast amount of information in financial markets and identify what is important Demonstrates how the "New Economy" had changed financial market behaviour Explains how to follow the behaviour of central banks
The Undoing Project: A Friendship That Changed Our Minds - Original PDF
The Undoing Project: A Friendship That Changed Our Minds - Original PDF
نویسندگان: Michael Lewis خلاصه: “Brilliant. . . . Lewis has given us a spectacular account of two great men who faced up to uncertainty and the limits of human reason.” —William Easterly, Wall Street Journal
Slow Travel and Tourism - Original PDF
Slow Travel and Tourism - Original PDF
نویسندگان: Janet Dickinson, Les Lumsdon خلاصه: The aim of this book is to define slow travel and to discuss how some underlining values are likely to pervade new forms of sustainable development. It also aims to provide insights into the travel experience; these are explored in several chapters which bring new knowledge about sustainable transport tourism from across the world. In order to do this the book explores the concept of slow travel and sets out its core ingredients, comparing it with related frameworks such as low-carbon tourism and sustainable tourism development.
Textile and laundry in hotel industry (1st ed) - Original PDF
Textile and laundry in hotel industry (1st ed) - Original PDF
نویسندگان: D.K. Aggarwal. خلاصه: Laundering is one of the most important part of housekeeping operations. Almost every large hotel has in house laundry facility. In the good old days laundry was done with soaps scrub boards wash tubs and lots of elbow grease. Today's advanced washing machines hi tech detergents and laundry additives make wash days easier and more successful especially with the array of fabrics used in contemporary clothing. This book is an indispensable guide to caring for all cloth in a hotel from kitchen rags to bedding hand washables and table clothes to window curtains. It offers detailed guidance on selecting and maintaining hotel clothing and fabrics installing carpets curtains and rugs arranging table linens removing stains and making environmentally informed choices. It also provides readers with a seamless combination of reliable information time saving guidelines and fascinating narratives on textile and laundry in the hotel industry.
US Textile Production in Historical Perspective: A Case Study from Massachusetts (Studies in American Popular History and Culture) - Original PDF
US Textile Production in Historical Perspective: A Case Study from Massachusetts (Studies in American Popular History and Culture) - Original PDF
نویسندگان: Susan M. Ouellette خلاصه: This book explores the development of a provincial textile industry in colonial America. Immediately after the end of the Great Migration into the Massachusetts Bay colony, settlers found themselves in a textile crisis. They were not able to generate the kind of export commodities that would enable them to import English textiles in the quantities they required.

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