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Learn Python Programming 2nd edition - Original PDF
Learn Python Programming 2nd edition - Original PDF
نویسندگان:  Fabrizio Romano خلاصه: Learn the fundamentals of Python (3.7) and how to apply it to data science, programming, and web development. Fully updated to include hands-on tutorials and projects. Key Features Learn the fundamentals of Python programming with interactive projects Apply Python to data science with tools such as IPython and Jupyter Utilize Python for web development and build a real-world app using Django
Fluent Python 2nd edition - Original PDF
Fluent Python 2nd edition - Original PDF
نویسندگان: Luciano Ramalho خلاصه: Don't waste time bending Python to fit patterns you've learned in other languages. Python's simplicity lets you become productive quickly, but often this means you aren't using everything the language has to offer. With the updated edition of this hands-on guide, you'll learn how to write effective, modern Python 3 code by leveraging its best ideas. Discover and apply idiomatic Python 3 features beyond your past experience. Author Luciano Ramalho guides you through Python's core language features and libraries and teaches you how to make your code shorter, faster, and more readable.
Risk Management in Trading: Techniques to Drive Profitability of Hedge Funds and Trading Desks - Original PDF
Risk Management in Trading: Techniques to Drive Profitability of Hedge Funds and Trading Desks - Original PDF
نویسندگان: Davis Edwards خلاصه: A comprehensive resource for understanding how to minimize risk and increase profits In this accessible resource, Wall Street trader and quantitative analyst Davis W. Edwards offers a definitive guide for nonprofessionals which describes the techniques and strategies seasoned traders use when making decisions. Risk Management in Trading includes an introduction to hedge fund and proprietary trading desks and offers an in-depth exploration on the topic of risk avoidance and acceptance. Throughout the book Edwards explores the finer points of financial risk management, shows how to decipher the jargon of professional risk-managers, and reveals how non-quantitative managers avoid risk management pitfalls. Avoiding risk is a strategic decision and the author shows how to adopt a consistent framework for risk that compares one type of risk to another. Edwards also stresses the fact that any trading decision that isn't based on the goal of maximizing profits is a decision that should be strongly scrutinized. He also explains that being familiar with all the details of a transaction is vital for making the right investment decision. Offers a comprehensive resource for understanding financial risk management Includes an overview of the techniques and tools professionals use to control risk Shows how to transfer risk to maximize results Written by Davis W. Edwards, a senior manager in Deloitte's Energy Derivatives Pricing Center Risk Management in Trading gives investors a hands-on guide to the strategies and techniques professionals rely on to minimize risk and maximize profits.
Fixed Income Markets: Management, Trading and Hedging - Original PDF
Fixed Income Markets: Management, Trading and Hedging - Original PDF
نویسندگان: Moorad Choudhry, David Moskovic, Max Wong خلاصه: A comprehensive, in-depth look at global debt capital markets in the post-crisis world Fully updated with comprehensive coverage of the post-crisis debt markets and their impact on key industry issues, Fixed Income Markets: Management, Trading, and Hedging, Second Edition offers insights into derivative pricing, cross-currency hedging, and new liquidity legislation. Written by Choudhry, Moskovic, and Wong, Fixed Income Markets is an indispensable read for anyone working in bond markets, interest-rate markets, and credit derivatives markets looking to better understand today's debt markets. This acclaimed book takes a unique look into the leading practices in bond markets as well as post-credit-crunch impacts on pricing that are rarely captured in textbooks. The new edition provides expanded coverage on a wide range of topics within hedging, derivatives, bonds, rebalancing, and global debt capital markets. New topics include: Dynamic hedging practices and cross-currency hedging Collateralized and uncollateralized derivatives, and their impact on valuation Callable bonds, pricing, trading, and regulatory aspects related to liquidity Rebalancing as a method for capturing contingencies and other complex imbedded risks As a bonus, the book includes reference information for statistical concepts and fixed income pricing, as well as a full glossary and index. Written in Choudhry's usual accessible style, Fixed Income Markets is a comprehensive and in-depth account of the global debt capital markets in today's post-
Day trading manual proprietary trading methods that prepare you to trade like the pros - Original PDF
Day trading manual proprietary trading methods that prepare you to trade like the pros - Original PDF
نویسندگان: DiPietro, Josh خلاصه: xv I N T R O D U C T I O N I f you’ve read my first book, The Truth About Day Trading Stocks, then you’re well-prepared for this new, more technical application of my trading methodology. Before you get started, all you’ll need is awareness of the updates and modifications that have been added since 2008, and that vital information is here. For those who haven’t read The Truth About Day Trading Stocks, I recap the book’s major lessons in the first part of this book. I designed this second book specifically to disclose my proprietary applications to intra-day trading stocks and swing trading stocks (equities). I have been trading since 1998, but I learned most of the applications here while trading on private equity floors near Wall Street. After I disengaged from private equity trading floors I began my own unique system that works for the relatively lower-capitalized independent day trader. After eight years of testing and trading with a high rate of success, I finally designed my own highly transparent trading system.
The trader's pendulum + website : the 10 habits of highly successful traders - Original PDF
The trader's pendulum + website : the 10 habits of highly successful traders - Original PDF
نویسندگان: Samuels, Jody خلاصه: The new trader's guide to the business, psychology, and hype in trading The Trader's Pendulum + Website is the ultimate toolkit for realizing your trading potential. Written by one of North America's leading trading coaches, this guide is designed to show aspiring traders how to design and implement a successful trading strategy by learning the psychological tricks behind solid trading philosophies. New and experienced traders alike will find value in The 10 Habits of Successful Traders, and come away equipped to navigate the real-life emotional-psychological effects of market chaos. You'll learn to embrace change and risk, and use it to your benefit as you climb out of the technical trap and stop riding the Trader's Pendulum between fear and greed. Based on the author's Elliot Wave and Harmonics expertise, this invaluable guide brings you a top-down approach to the market to help you maximize profit and minimize poor choices. The companion website gives you access to an interactive Trader's Scorecard, models for your 'business' and trading plan, The Trading Blotter, and a video synopsis of the all-important 10 habits. Today's global economy has forced people to search for a second cash flow stream to replace or supplement a primary income. It is more important than ever to have a reliable guide at your side, and this book gives you guidance and so much more. Develop and follow a successful trading system Make more money while saving time and effort Treat trading like a business for lasting success Use change and risk to your benefit Stop chasing trends and listening to widely disseminated bad advice. The Trader's Pendulum + Website is more than a guide—it's advice, examples, models, and more, giving you a practical roadmap to your online trading success
Goods from the East, 1600-1800: Trading Eurasia - Original PDF
Goods from the East, 1600-1800: Trading Eurasia - Original PDF
نویسندگان: Maxine Berg, Felicia Gottmann, Hanna Hodacs, Chris Nierstrasz خلاصه: The imperative of the long-distance seaborne trade of Europeans, from the age of exploration, was to acquire the goods of the exotic East – the silks and porcelains and tea of China, the spices of the spice islands and the textiles of India. Goods from the East focuses on the trade in fine products: how they were made, marketed and distributed between Asia and Europe. This trade was conducted by East India Companies and many private traders, and the first Global Age that resulted deeply affected European consumption and manufacturing. This book provides a full comparative and connective study of Asia's trade with a range of European countries. Its themes relate closely to issues of fine manufacturing and luxury goods in the current age of globalization. Goods from the East brings together established scholars, such as Jan de Vries, Om Prakash and Josh Gommans, and a new generation of researchers, who together look into the connections between European consumer cultures and Asian trade.
Quantitative trading with r: understanding mathematical and computational tools from a ... quant's perspective - Original PDF
Quantitative trading with r: understanding mathematical and computational tools from a ... quant's perspective - Original PDF
نویسندگان: Georgakopoulos, H خلاصه: The primary tools that quants and traders rely on to perform their daily activi- ties include intuition, data, computer hardware, computer software, mathematics, and finance. They utilize these tools in ingenious ways as a means to an end. The end, of course, is the generation of consistent profits in the financial markets. Many traders have done well for themselves by relying on intuition alone. But intuition alone, on average, will not yield superior results. A tool chest of sorts is required in order to maximize the quant/trader’s chances of producing consistent and favor- able outcomes. A programming language is one such tool. In this book, we will learn how to wield the R programming language for the purposes of manipulating data, performing math operations, automating workflows, displaying informative visualizations, creating reproducible results, and doing lots of other cool stuff. The R language R [88] is an open-source scripting language that has become very popular among statisticians, data science practitioners, and academics over the years. It is a func- tional programming language by nature, but it also supports the object oriented and imperative programming paradigms. 1 In some sense, R is both a program- ming language as well as a development framework. The framework has support for some advanced graphing capabilities and provides access to multiple state-of-the- art statistical packages. The language itself supports conditional statements, loops, functions, classes, and most of the other constructs with which VBA and C++ users are familiar. The plethora of contributed packages by third parties, a solid user-base, and a strong open-source community are some other key strengths of R. The R system can be divided into two conceptual parts:
Automated Trading with R: Quantitative Research and Platform Development - Original PDF
Automated Trading with R: Quantitative Research and Platform Development - Original PDF
نویسندگان: Chris Conlan (auth.) خلاصه: This book explains the broad topic of automated trading, starting with its mathematics and moving to its computation and execution. Readers will gain a unique insight into the mechanics and computational considerations taken in building a backtester, strategy optimizer, and fully functional trading platform. Automated Trading with R provides automated traders with all the tools they need to trade algorithmically with their existing brokerage, from data management, to strategy optimization, to order execution, using free and publically available data. If your brokerage’s API is supported, the source code is plug-and-play. The platform built in this book can serve as a complete replacement for commercially available platforms used by retail traders and small funds. Software components are strictly decoupled and easily scalable, providing opportunity to substitute any data source, trading algorithm, or brokerage. The book’s three objectives are: To provide a flexible alternative to common strategy automation frameworks, like Tradestation, Metatrader, and CQG, to small funds and retail traders. To offer an understanding the internal mechanisms of an automated trading system. To standardize discussion and notation of real-world strategy optimization problems. What you’ll learn Programming an automated strategy in R gives the trader access to R and its package library for optimizing strategies, generating real-time trading decisions, and minimizing computation time. How to best simulate strategy performance in their specific use case to derive accurate performance estimates. Important machine-learning criteria for statistical validity in the context of time-series. An understanding of critical real-world variables pertaining to portfolio management and performance assessment, including latency, drawdowns, varying trade size, portfolio growth, and penalization of unused capital. Who This Book Is For This book is for traders/practitioners at the retail or small fund level with at least an undergraduate background in finance or computer science. Graduate level finance or data science students.
Handbook of High-Frequency Trading and Modeling in Finance - Original PDF
Handbook of High-Frequency Trading and Modeling in Finance - Original PDF
نویسندگان: Ionut Florescu, Maria C. Mariani, H. Eugene Stanley, Frederi G. Viens (eds.) خلاصه: Reflecting the fast pace and ever-evolving nature of the financial industry, the Handbook of High-Frequency Trading and Modeling in Finance details how high-frequency analysis presents new systematic approaches to implementing quantitative activities with high-frequency financial data. Introducing new and established mathematical foundations necessary to analyze realistic market models and scenarios, the handbook begins with a presentation of the dynamics and complexity of futures and derivatives markets as well as a portfolio optimization problem using quantum computers. Subsequently, the handbook addresses estimating complex model parameters using high-frequency data. Finally, the handbook focuses on the links between models used in financial markets and models used in other research areas such as geophysics, fossil records, and earthquake studies. The Handbook of High-Frequency Trading and Modeling in Finance also features: • Contributions by well-known experts within the academic, industrial, and regulatory fields • A well-structured outline on the various data analysis methodologies used to identify new trading opportunities • Newly emerging quantitative tools that address growing concerns relating to high-frequency data such as stochastic volatility and volatility tracking; stochastic jump processes for limit-order books and broader market indicators; and options markets • Practical applications using real-world data to help readers better understand the presented material The Handbook of High-Frequency Trading and Modeling in Finance is an excellent reference for professionals in the fields of business, applied statistics, econometrics, and financial engineering. The handbook is also a good supplement for graduate and MBA-level courses on quantitative finance, volatility, and financial econometrics. Ionut Florescu, PhD, is Research Associate Professor in Financial Engineering and Director of the Hanlon Financial Systems Laboratory at Stevens Institute of Technology. His research interests include stochastic volatility, stochastic partial differential equations, Monte Carlo Methods, and numerical methods for stochastic processes. Dr. Florescu is the author of Probability and Stochastic Processes, the coauthor of Handbook of Probability, and the coeditor of Handbook of Modeling High-Frequency Data in Finance, all published by Wiley. Maria C. Mariani, PhD, is Shigeko K. Chan Distinguished Professor in Mathematical Sciences and Chair of the Department of Mathematical Sciences at The University of Texas at El Paso. Her research interests include mathematical finance, applied mathematics, geophysics, nonlinear and stochastic partial differential equations and numerical methods. Dr. Mariani is the coeditor of Handbook of Modeling High-Frequency Data in Finance, also published by Wiley. H. Eugene Stanley, PhD, is William Fairfield Warren Distinguished Professor at Boston University. Stanley is one of the key founders of the new interdisciplinary field of econophysics, and has an ISI Hirsch index H=128 based on more than 1200 papers. In 2004 he was elected to the National Academy of Sciences. Frederi G. Viens, PhD, is Professor of Statistics and Mathematics and Director of the Computational Finance Program at Purdue University. He holds more than two dozen local, regional, and national awards and he travels extensively on a world-wide basis to deliver lectures on his research interests, which range from quantitative finance to climate science and agricultural economics. A Fellow of the Institute of Mathematics Statistics, Dr. Viens is the coeditor of Handbook of Modeling High-Frequency Data in Finance, also published by Wiley.

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