Getting Started With Forex Trading Using Python
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Getting Started With Forex Trading Using Python
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Author : Alex Krishtop
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-03-17
Getting Started With Forex Trading Using Python written by Alex Krishtop and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-17 with Computers categories.
Discover the inner workings of today's forex market, the essential risks in forex algo trading, and how to mitigate them Key FeaturesBuild trading applications with research and without advanced Python programming skillsDive into professional fx trading while enhancing your trading apps to be more accurateDevelop simple yet efficient backtesting applications to help keep your expectations realisticBook Description Algorithm-based trading is a popular choice for Python programmers due to its apparent simplicity. However, very few traders get the results they want, partly because they aren't able to capture the complexity of the factors that influence the market. Getting Started with Forex Trading Using Python helps you understand the market and build an application that reaps desirable results. The book is a comprehensive guide to everything that is market-related: data, orders, trading venues, and risk. From the programming side, you'll learn the general architecture of trading applications, systemic risk management, de-facto industry standards such as FIX protocol, and practical examples of using simple Python codes. You'll gain an understanding of how to connect to data sources and brokers, implement trading logic, and perform realistic tests. Throughout the book, you'll be encouraged to further study the intricacies of algo trading with the help of code snippets. By the end of this book, you'll have a deep understanding of the fx market from the perspective of a professional trader. You'll learn to retrieve market data, clean it, filter it, compress it into various formats, apply trading logic, emulate the execution of orders, and test the trading app before trading live. What you will learnExplore the forex market organization and operationsUnderstand the sources of alpha and the concept of algo tradingGet a grasp on typical risks and ways to mitigate themUnderstand fundamental and technical analysisConnect to data sources and check the integrity of market dataUse API and FIX protocol to send ordersTranslate trading ideas into codeRun reliable backtesting emulating real-world market conditionsWho this book is for This book is for financial traders and python developers who are interested in forex trading. Academic researchers looking to focus on practical applications will find this book useful. This book can also help established fx market professionals who want to take the first steps in algo trading. Familiarity with Python and object-oriented programming within the scope of an online course or self-study is a must. Knowledge of network protocols and interfaces is a plus but not a prerequisite, as is specific knowledge about markets and trading.
Python For Algorithmic Trading
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Author : Yves Hilpisch
language : en
Publisher: O'Reilly Media
Release Date : 2020-11-12
Python For Algorithmic Trading written by Yves Hilpisch and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-12 with Computers categories.
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
Getting Started In Currency Trading
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Author : Michael D. Archer
language : en
Publisher: John Wiley & Sons
Release Date : 2005-06-03
Getting Started In Currency Trading written by Michael D. Archer and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-06-03 with Business & Economics categories.
Getting Started in Currency Trading is both an introduction and reference tool for beginning and intermediate foreign exchange (Forex) traders. This information-packed resource opens with a description of the Forex market and a section of clearly defined Forex terms with examples. You'll learn how to open your own trading account by following step-by-step instructions and numerous screen shots that show you what expect inside a dealer's trading platform. You'll walk through the physical process of placing and liquidating currency orders. Later chapters introduce various trading strategies and tactics in detail, along with some fundamental and technical analysis that will help you win in the exploding foreign exchange trading market.
Getting Started In Forex Trading Strategies
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Author : Michael D. Archer
language : en
Publisher: John Wiley & Sons
Release Date : 2007-11-09
Getting Started In Forex Trading Strategies written by Michael D. Archer and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-11-09 with Business & Economics categories.
A Highly Visual Guide To Developing A Personal Forex Trading Strategy Getting Started In Forex Trading Strategies "A great next step to read for the beginning trader. It contains practical advice and resources on trading FOREX that only come with experience." -Derek Ching, President, Hawaii Forex "We have members from over 125 countries on our Web site and plan to make Getting Started in ForexTrading Strategies a 'must read' for those looking to trade the FOREX market. It is good to see a book that emphasizes the importance of other elements, such as money management, which are crucial to master if one is to stay in this game. Well done!" -Jay Meisler, cofounder, Global-View.com Written in a straightforward and accessible style, Getting Started in Forex Trading Strategies is a highly visual guide to foreign exchange trading that introduces you to the Codex Method-a proven process that allows you to tailor a trading strategy to your own personal preferences. Divided into four comprehensive parts, this reliable resource opens with a brief overview of traditional FOREX strategies. From here, author Michael Duane Archer outlines his own personal codex-as he guides you through the process of developing yours-and reveals how to use this approach to make, monitor, and exit a trade. Along the way, Archer reveals the best ways to implement your strategy and discusses the importance of consistently keeping trading records. In his previous book, Getting Started in Currency Trading, Archer set a solid foundation for trading the currency market by illustrating how it operated. Now, with Getting Started in Forex Trading Strategies, Archer goes a step further by showing you how to cultivate a personal trading strategy that will allow you to succeed within this dynamic environment.
Getting Started In Currency Trading
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Author : Michael D. Archer
language : en
Publisher: John Wiley & Sons
Release Date : 2010-03-19
Getting Started In Currency Trading written by Michael D. Archer and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-03-19 with Business & Economics categories.
An accessible introduction to trading currencies While the Foreign Exchange (Forex) market can be a very profitable place, you must have a firm understanding of how to operate within this environment if you intend on achieving any success. That's why you need Getting Started in Currency Trading, Third Edition. This reliable resource-written for both newcomers and those with some Forex experience-puts trading world currencies in perspective, and shows you exactly what it takes to make it in this field. Guides you through the process of opening your own account as well as the actual placing and managing of currency orders Offers specific trading strategies and tactics A companion Web site will provide updates on brokers and FOREX services; an author's Blog will answer your questions about all aspects of trading Includes a new chapter on Forex trading platforms The often confusing FOREX calculations are reduced to handy computer-side tables On the heels of the recent market crash, this fully revised Third Edition is filled with in-depth insights and practical advice that takes into account all of the recent changes in the currency market and shows you how to profit from them.
Getting Started In Currency Trading
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Author : Michael D. Archer
language : en
Publisher: John Wiley & Sons
Release Date : 2008-06-02
Getting Started In Currency Trading written by Michael D. Archer and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-06-02 with Business & Economics categories.
While the Foreign Exchange (FOREX) market can be a very profitable place, you must have a firm understanding of how to operate within this environment if you intend on achieving any success. That's why you need Getting Started in Currency Trading, Second Edition. This reliable resource-written for both newcomers and those with some FOREX experience-puts trading world currencies in perspective, and shows you exactly what it takes to make it in this field. Topics include: The rapidly expanding and evolving online trading marketplace for spot currencies, generally referred to as retail FOREX The process of initiating and liquidating a live market order The advantages and disadvantages of fundamental and technical analysis The wealth of FOREX products and services now available from third-party vendors The psychology of trading and the stresses that may accompany this endeavor Advanced strategies such as options, exotics, and arbitrage
Machine Learning For Algorithmic Trading
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Author : Stefan Jansen
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-07-31
Machine Learning For Algorithmic Trading written by Stefan Jansen and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-31 with Business & Economics categories.
Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensim, TensorFlow 2, Zipline, backtrader, Alphalens, and pyfolio. Purchase of the print or Kindle book includes a free eBook in the PDF format. Key FeaturesDesign, train, and evaluate machine learning algorithms that underpin automated trading strategiesCreate a research and strategy development process to apply predictive modeling to trading decisionsLeverage NLP and deep learning to extract tradeable signals from market and alternative dataBook Description The explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This revised and expanded second edition enables you to build and evaluate sophisticated supervised, unsupervised, and reinforcement learning models. This book introduces end-to-end machine learning for the trading workflow, from the idea and feature engineering to model optimization, strategy design, and backtesting. It illustrates this by using examples ranging from linear models and tree-based ensembles to deep-learning techniques from cutting edge research. This edition shows how to work with market, fundamental, and alternative data, such as tick data, minute and daily bars, SEC filings, earnings call transcripts, financial news, or satellite images to generate tradeable signals. It illustrates how to engineer financial features or alpha factors that enable an ML model to predict returns from price data for US and international stocks and ETFs. It also shows how to assess the signal content of new features using Alphalens and SHAP values and includes a new appendix with over one hundred alpha factor examples. By the end, you will be proficient in translating ML model predictions into a trading strategy that operates at daily or intraday horizons, and in evaluating its performance. What you will learnLeverage market, fundamental, and alternative text and image dataResearch and evaluate alpha factors using statistics, Alphalens, and SHAP valuesImplement machine learning techniques to solve investment and trading problemsBacktest and evaluate trading strategies based on machine learning using Zipline and BacktraderOptimize portfolio risk and performance analysis using pandas, NumPy, and pyfolioCreate a pairs trading strategy based on cointegration for US equities and ETFsTrain a gradient boosting model to predict intraday returns using AlgoSeek's high-quality trades and quotes dataWho this book is for If you are a data analyst, data scientist, Python developer, investment analyst, or portfolio manager interested in getting hands-on machine learning knowledge for trading, this book is for you. This book is for you if you want to learn how to extract value from a diverse set of data sources using machine learning to design your own systematic trading strategies. Some understanding of Python and machine learning techniques is required.
Building Full Stack Defi Applications
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Author : Samuel Zhou
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-03-29
Building Full Stack Defi Applications written by Samuel Zhou and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-29 with Computers categories.
Take your blockchain and Web3 development skills to the next level by building real-world full-stack DeFi applications with Solidity and JavaScript Key Features Gain the knowledge you need to start implementing DeFi principles in practice Learn how to build full-stack real-world DeFi products from scratch with step-by-step instructions Leverage tools like Hardhat, Ethers.js, Node.js, React.js, Solidity, and Web3 for effective DeFi application development Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionEnter the world of Decentralized Finance (DeFi) with Building Full Stack DeFi Applications. Understand how this blockchain-based financial technology, designed to manage crypto assets, runs independently without centralized financial institutions like banks and brokerages, eliminating the fees that banks and other financial companies charge for using their services. This book will show you how DeFi solutions are built with smart contracts running on blockchains and how they allow users to gain and earn crypto assets based on the trust of the smart contracts. This book uncovers the inner workings of DeFi by guiding you through the mathematical foundations and teaching you how to build real-world DeFi products with Solidity and JavaScript. As you progress through the chapters, you’ll learn how to implement smart contracts of liquidity pools to trade cryptocurrencies and implement staking, including farming features that allow users to earn. You’ll also find out how to create asset pools that allow users to lend and borrow cryptocurrencies and generate interest. Additionally, you’ll discover how to use Web3 libraries to build the frontend of DeFi products. By the end of this book, you’ll will be well acquainted with popular tools, libraries, and design patterns for implementing a full-stack DeFi application with Web3 and Solidity.What you will learn Understand the key concepts and principles of DeFi and how it works Get to grips with smart contract development to solve complex problems Build your experience in designing, building, and deploying Web3 applications Implement liquidity pools and swapping features for seamless crypto exchanges Develop staking and farming features for DeFi applications Create smart contracts for crypto loans integrated with Web3 libraries Who this book is for If you are a blockchain developer experienced in Web3 and Solidity development, or anyone interested in learning about blockchain and DeFi technologies, this book is for you. Product managers, executives, and other management professionals looking to start or delve into a DeFi project will also benefit from this book, as will developers and architects with basic blockchain knowledge who want to advance their skills in building full-stack DeFi products. Experience with Solidity, JavaScript, and Web3 will help you get the most out of this book.
Getting Started In Forex Trading
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Author : Alex T. George
language : en
Publisher:
Release Date : 2023-10-09
Getting Started In Forex Trading written by Alex T. George and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-09 with categories.
Getting Started In Forex Trading: A Step-By-Step Guide For Beginners is your passport to the thrilling world of currency trading. Whether you're an absolute novice or someone with minimal experience in the forex market, this book is your roadmap to understanding the intricacies of currency trading. As a beginner's guide, it demystifies the jargon and fundamentals of forex trading, making it accessible to all. You'll embark on a journey of discovery, learning the ropes through a step-by-step approach that covers essential tools, strategies, and risk management techniques. This book offers a comprehensive exploration of forex trading, ensuring you grasp the basics before diving into more advanced strategies. It takes you through the ins and outs of currency pairs, market analysis, and the significance of economic indicators--all while keeping you engaged and informed. You'll gain insights into mastering technical analysis, recognizing chart patterns, and deciphering candlestick patterns. With a focus on risk management and capital preservation, you'll be equipped to protect your investment while making calculated moves in the forex market. This isn't just a guide; it's a mentor that accompanies you through your trading journey. Whether you're eager to craft a personalized trading plan, explore advanced techniques, or understand how global events affect currency values, this book has you covered. It's the ultimate resource for beginners, providing the tools, strategies, and knowledge to confidently navigate the forex market and embark on a successful trading venture.
Forex Trading
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Author : Stephan Marchini
language : en
Publisher:
Release Date : 2019-05-23
Forex Trading written by Stephan Marchini and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-23 with categories.
The foreign exchange currency market is unique among all the investment markets due to the fact that you can utilize margin rates that cannot be found anywhere else to generate profits on a massive scale. For decades, this market existed outside of the reach of the average investor but technology has changed all that and there is no reason you can't get in on the action to generate significant returns in a relatively short period of time. If you are interested in getting started in the most effective way possible then, Forex Trading: Basic Steps to Getting Started in Forex Trading is the book you have been waiting for.Inside you will find everything you need to know about the foreign exchange market as well as how to get started trading in it in the most effective, and profitable, way possible including money management tips, tactics for finding the best currencies to trade and strategies to use regardless if you are looking to micromanage your trades or if you prefer a more relaxed approach. Additionally, you will learn all about the proper mindset that sets the professionals apart from the amateurs and all the tools you need to further cement your success. So, what are you waiting for? The corporate fat cats and the professional trading agencies have had exclusive access to this form of trading for far too long, it's time to get your piece of the action. Take control of your financial future and buy this book today! Inside you will find*A detailed breakdown of the ins and outs of the forex market written in plain English that even the most uniformed potential investor can understand.*Half a dozen of the most important things to keep in mind when it comes to managing your trading account to ensure it always stays in the black.*How to utilize both fundamental and technical analysis to get a leg up on the competition and find the most profitable currencies to trade in at any time. *Many of the most popular strategies for trading that the professionals use on a daily basis to significantly increase their odds of success, and profit.*The best ways to think like a successful trader and why this is so important to your overall success.*The tools that every trader should have in their belt before they get started.*And more...