| chatgpt forex trading bot: Machine Learning for Algorithmic Trading Stefan Jansen, 2020-07-31 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. |
| chatgpt forex trading bot: Trading for a Living Alexander Elder, 1993-03-22 Trading for a Living Successful trading is based on three M's: Mind, Method, and Money. Trading for a Living helps you master all of those three areas: * How to become a cool, calm, and collected trader * How to profit from reading the behavior of the market crowd * How to use a computer to find good trades * How to develop a powerful trading system * How to find the trades with the best odds of success * How to find entry and exit points, set stops, and take profits Trading for a Living helps you discipline your Mind, shows you the Methods for trading the markets, and shows you how to manage Money in your trading accounts so that no string of losses can kick you out of the game. To help you profit even more from the ideas in Trading for a Living, look for the companion volume--Study Guide for Trading for a Living. It asks over 200 multiple-choice questions, with answers and 11 rating scales for sharpening your trading skills. For example: Question Markets rise when * there are more buyers than sellers * buyers are more aggressive than sellers * sellers are afraid and demand a premium * more shares or contracts are bought than sold * I and II * II and III * II and IV * III and IV Answer B. II and III. Every change in price reflects what happens in the battle between bulls and bears. Markets rise when bulls feel more strongly than bears. They rally when buyers are confident and sellers demand a premium for participating in the game that is going against them. There is a buyer and a seller behind every transaction. The number of stocks or futures bought and sold is equal by definition. |
| chatgpt forex trading bot: The Front Office Tom Costello, 2021-02-05 Getting into the Hedge Fund industry is hard, being successful in the hedge fund industry is even harder. But the most successful people in the hedge fund industry all have some ideas in common that often mean the difference between success and failure. The Front Office is a guide to those ideas. It's a manual for learning how to think about markets in the way that's most likely to lead to sustained success in the way that the top Institutions, Investment Banks and Hedge Funds do. Anyone can tell you how to register a corporation or how to connect to a lawyer or broker. This isn't a book about those 'back office' issues. This is a book about the hardest part of running a hedge fund. The part that the vast majority of small hedge funds and trading system developers never learn on their own. The part that the accountants, settlement clerks, and back office staffers don't ever see. It explains why some trading systems never reach profitability, why some can't seem to stay profitable, and what to do about it if that happens to you. This isn't a get rich quick book for your average investor. There are no easy answers in it. If you need someone to explain what a stock option is or what Beta means, you should look somewhere else. But if you think you're ready to reach for the brass ring of a career in the institutional investing world, this is an excellent guide. This book explains what those people see when they look at the markets, and what nearly all of the other investors never do. |
| chatgpt forex trading bot: The Logical Trader Mark B. Fisher, 2002-07-26 An in-depth look at the trading system that anyone can use The Logical Trader presents a highly effective, yet simple trading methodology that any trader anywhere can use to trade almost anything. The ACD Method developed and refined by Mark Fisher after many years of successful trading, provides price points at which to buy and sell as determined by the opening range of virtually any stock or commodity. This comprehensive guide details a widely used system that is profitably implemented by many computer and floor traders at major New York exchanges. The author's highly accessible teaching style provides readers of The Logical Trader with a full examination of the theory behind the ACD Method and the examples and real-world trading stories involving it. Mark B. Fisher (New York, NY), an independent trader, is founder of MBF Clearing Corp., the largest clearing firm on the NYMEX. Founded in 1988, MBF Clearing has grown from handling under one percent of the volume on the NYMEX to nearly twenty percent of the trades today. A 1982 summa cum laude graduate from the Wharton School of Business, University of Pennsylvania, Fisher also received his master's degree in finance and accounting from Wharton. New technology and the advent of around the clock trading have opened the floodgates to both foreign and domestic markets. Traders need the wisdom of industry veterans and the vision of innovators in today's volatile financial marketplace. The Wiley Trading series features books by traders who have survived the market's ever changing temperament and have prospered-some by reinventing systems, others by getting back to basics. Whether a novice trader, professional or somewhere in-between, these books will provide the advice and strategies needed to prosper today and well into the future. |
| chatgpt forex trading bot: Flash Boys: A Wall Street Revolt Michael Lewis, 2014-03-31 Argues that post-crisis Wall Street continues to be controlled by large banks and explains how a small, diverse group of Wall Street men have banded together to reform the financial markets. |
| chatgpt forex trading bot: Advances in Financial Machine Learning Marcos Lopez de Prado, 2018-01-23 Learn to understand and implement the latest machine learning innovations to improve your investment performance Machine learning (ML) is changing virtually every aspect of our lives. Today, ML algorithms accomplish tasks that – until recently – only expert humans could perform. And finance is ripe for disruptive innovations that will transform how the following generations understand money and invest. In the book, readers will learn how to: Structure big data in a way that is amenable to ML algorithms Conduct research with ML algorithms on big data Use supercomputing methods and back test their discoveries while avoiding false positives Advances in Financial Machine Learning addresses real life problems faced by practitioners every day, and explains scientifically sound solutions using math, supported by code and examples. Readers become active users who can test the proposed solutions in their individual setting. Written by a recognized expert and portfolio manager, this book will equip investment professionals with the groundbreaking tools needed to succeed in modern finance. |
| chatgpt forex trading bot: Currency Trading For Dummies Kathleen Brooks, Brian Dolan, 2015-02-17 Your plain-English guide to currency trading Currency Trading For Dummies is a hands-on, user-friendly guide that explains how the foreign exchange (ForEx) market works and how you can become a part of it. Currency trading has many benefits, but it also has fast-changing financial-trading avenues. ForEx markets are always moving. So how do you keep up? With this new edition of Currency Trading For Dummies, you'll get the expert guidance you've come to know and expect from the trusted For Dummies brand—now updated with the latest information on the topic. Inside, you'll find an easy-to-follow introduction to the global/ForEx market that explains its size, scope, and players; a look at the major economic drivers that influence currency values; and the lowdown on how to interpret data and events like a pro. Plus, you'll discover different types of trading styles and make a concrete strategy and game plan before you act on anything. Covers currency trading conventions and tools Provides an insider's look at key characteristics of successful currency traders Explains why it's important to be organized and prepared Offers guidance on trading pitfalls to avoid and risk management rules to live by Whether you're just getting started out in the foreign exchange market or an experienced trader looking to diversify your portfolio, Currency Trading For Dummies sets you up for trading success. |
| chatgpt forex trading bot: The Biggest Ideas in the Universe Sean Carroll, 2022-09-20 INSTANT NEW YORK TIMES BESTSELLER “Most appealing... technical accuracy and lightness of tone... Impeccable.”—Wall Street Journal “A porthole into another world.”—Scientific American “Brings science dissemination to a new level.”—Science The most trusted explainer of the most mind-boggling concepts pulls back the veil of mystery that has too long cloaked the most valuable building blocks of modern science. Sean Carroll, with his genius for making complex notions entertaining, presents in his uniquely lucid voice the fundamental ideas informing the modern physics of reality. Physics offers deep insights into the workings of the universe but those insights come in the form of equations that often look like gobbledygook. Sean Carroll shows that they are really like meaningful poems that can help us fly over sierras to discover a miraculous multidimensional landscape alive with radiant giants, warped space-time, and bewilderingly powerful forces. High school calculus is itself a centuries-old marvel as worthy of our gaze as the Mona Lisa. And it may come as a surprise the extent to which all our most cutting-edge ideas about black holes are built on the math calculus enables. No one else could so smoothly guide readers toward grasping the very equation Einstein used to describe his theory of general relativity. In the tradition of the legendary Richard Feynman lectures presented sixty years ago, this book is an inspiring, dazzling introduction to a way of seeing that will resonate across cultural and generational boundaries for many years to come. |
| chatgpt forex trading bot: Le Guide Ultime pour faire Fortune avec ChatGPT-4 et les IA Fatih Ak, Léo Martin, 2023-09-19 Plongez dans les profondeurs fascinantes de The Ultimate Guide to Making Fortune with ChatGPT-4 and AI, le livre visionnaire coécrit par les maîtres de la technologie Léo Martin et Fatih Ak. Ils vous invitent à décrypter le secret simple, mais incroyablement efficace, qui vous permettra d'améliorer radicalement votre productivité et de bâtir une fortune pérenne. Ils sont convaincus que la clé du véritable potentiel ne réside pas dans les méandres de la bourse, les montagnes russes des start-ups, ni même l'attrait incertain de la loterie, mais dans cette merveille technologique qu'est l'Intelligence Artificielle (IA). Découvrez comment l'IA peut booster votre référencement, augmenter le trafic web, transformer l'éducation et automatiser la programmation. Apprenez à créer des applications sans une once de connaissances en codage, et gérez vos investissements et vos spéculations sur les marchés financiers en toute simplicité, l'IA jouant désormais le rôle des meilleurs financiers. Imaginez ChatGPT comme votre coach sportif et nutritionnel personnel, guidant votre bien-être physique. Profitez de l'analyse rapide de volumes massifs de données avec Code Interpreter, découvrez ChatGPT-4 Plugins, ou encore automatisez la conception de sites web. Mais surtout, imaginez comment toutes ces connaissances pourraient transformer votre vie. Ce guide est bien plus qu'un livre. C'est une porte d'entrée vers un monde de possibilités inexplorées, un univers où l'impossible devient possible. Saisissez cette occasion sans précédent de repousser les limites du connu et de révolutionner radicalement votre façon de travailler, d'apprendre et de créer. Entrez dans le futur, dès aujourd'hui. |
| chatgpt forex trading bot: AI 2041 Kai-Fu Lee, Chen Qiufan, 2024-03-05 How will AI change our world within twenty years? A pioneering technologist and acclaimed writer team up for a “dazzling” (The New York Times) look at the future that “brims with intriguing insights” (Financial Times). This edition includes a new foreword by Kai-Fu Lee. A BEST BOOK OF THE YEAR: The Wall Street Journal, The Washington Post, Financial Times Long before the advent of ChatGPT, Kai-Fu Lee and Chen Qiufan understood the enormous potential of artificial intelligence to transform our daily lives. But even as the world wakes up to the power of AI, many of us still fail to grasp the big picture. Chatbots and large language models are only the beginning. In this “inspired collaboration” (The Wall Street Journal), Lee and Chen join forces to imagine our world in 2041 and how it will be shaped by AI. In ten gripping, globe-spanning short stories and accompanying commentary, their book introduces readers to an array of eye-opening settings and characters grappling with the new abundance and potential harms of AI technologies like deep learning, mixed reality, robotics, artificial general intelligence, and autonomous weapons. |
| chatgpt forex trading bot: Modern Fortran Milan Curcic, 2020-10-07 Modern Fortran teaches you to develop fast, efficient parallel applications using twenty-first-century Fortran. In this guide, you’ll dive into Fortran by creating fun apps, including a tsunami simulator and a stock price analyzer. Filled with real-world use cases, insightful illustrations, and hands-on exercises, Modern Fortran helps you see this classic language in a whole new light. Summary Using Fortran, early and accurate forecasts for hurricanes and other major storms have saved thousands of lives. Better designs for ships, planes, and automobiles have made travel safer, more efficient, and less expensive than ever before. Using Fortran, low-level machine learning and deep learning libraries provide incredibly easy, fast, and insightful analysis of massive data. Fortran is an amazingly powerful and flexible programming language that forms the foundation of high performance computing for research, science, and industry. And it's come a long, long way since starting life on IBM mainframes in 1956. Modern Fortran is natively parallel, so it's uniquely suited for efficiently handling problems like complex simulations, long-range predictions, and ultra-precise designs. If you're working on tasks where speed, accuracy, and efficiency matter, it's time to discover—or re-discover—Fortran.. About the technology For over 60 years Fortran has been powering mission-critical scientific applications, and it isn't slowing down yet! Rock-solid reliability and new support for parallel programming make Fortran an essential language for next-generation high-performance computing. Simply put, the future is in parallel, and Fortran is already there. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the book Modern Fortran teaches you to develop fast, efficient parallel applications using twenty-first-century Fortran. In this guide, you'll dive into Fortran by creating fun apps, including a tsunami simulator and a stock price analyzer. Filled with real-world use cases, insightful illustrations, and hands-on exercises, Modern Fortran helps you see this classic language in a whole new light. What's inside Fortran's place in the modern world Working with variables, arrays, and functions Module development Parallelism with coarrays, teams, and events Interoperating Fortran with C About the reader For developers and computational scientists. No experience with Fortran required. About the author Milan Curcic is a meteorologist, oceanographer, and author of several general-purpose Fortran libraries and applications. Table of Contents PART 1 - GETTING STARTED WITH MODERN FORTRAN 1 Introducing Fortran 2 Getting started: Minimal working app PART 2 - CORE ELEMENTS OF FORTRAN 3 Writing reusable code with functions and subroutines 4 Organizing your Fortran code using modules 5 Analyzing time series data with arrays 6 Reading, writing, and formatting your data PART 3 - ADVANCED FORTRAN USE 7 Going parallel with Fortan coarrays 8 Working with abstract data using derived types 9 Generic procedures and operators for any data type 10 User-defined operators for derived types PART 4 - THE FINAL STRETCH 11 Interoperability with C: Exposing your app to the web 12 Advanced parallelism with teams, events, and collectives |
| chatgpt forex trading bot: Automated Trading Strategies Using C# and Ninjatrader 7 Ryan M. Moore, 2014-07-22 In this book, we'll be walking hands-on-tutorial-style through the creation of an automated stock trading strategy using C# and the NinjaTrader platform, as well as methods for testing out its potential success. By the end of this book, you should be able to not only create a simple trading strategy, but also understand how to test it against historical market data, debug it, and even log data into a custom database for further analysis. Even if you have limited C# and trading strategy experience, the examples in this book will provide a great foundation for getting into automated trading and safely testing out strategy ideas before risking real money in the market. |
| chatgpt forex trading bot: Explainable Artificial Intelligence in the Digital Sustainability Administration Alhamzah Alnoor, |
| chatgpt forex trading bot: Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance El Bachir Boukherouaa, Mr. Ghiath Shabsigh, Khaled AlAjmi, Jose Deodoro, Aquiles Farias, Ebru S Iskender, Mr. Alin T Mirestean, Rangachary Ravikumar, 2021-10-22 This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight. |
| chatgpt forex trading bot: Trading in the Zone Mark Douglas, 2001-01-01 Douglas uncovers the underlying reasons for lack of consistency and helps traders overcome the ingrained mental habits that cost them money. He takes on the myths of the market and exposes them one by one teaching traders to look beyond random outcomes, to understand the true realities of risk, and to be comfortable with the probabilities of market movement that governs all market speculation. |
| chatgpt forex trading bot: Trading Systems and Methods, + Website Perry J. Kaufman, 2013-01-29 The ultimate guide to trading systems, fully revised and updated For nearly thirty years, professional and individual traders have turned to Trading Systems and Methods for detailed information on indicators, programs, algorithms, and systems, and now this fully revised Fifth Edition updates coverage for today's markets. The definitive reference on trading systems, the book explains the tools and techniques of successful trading to help traders develop a program that meets their own unique needs. Presenting an analytical framework for comparing systematic methods and techniques, this new edition offers expanded coverage in nearly all areas, including trends, momentum, arbitrage, integration of fundamental statistics, and risk management. Comprehensive and in-depth, the book describes each technique and how it can be used to a trader's advantage, and shows similarities and variations that may serve as valuable alternatives. The book also walks readers through basic mathematical and statistical concepts of trading system design and methodology, such as how much data to use, how to create an index, risk measurements, and more. Packed with examples, this thoroughly revised and updated Fifth Edition covers more systems, more methods, and more risk analysis techniques than ever before. The ultimate guide to trading system design and methods, newly revised Includes expanded coverage of trading techniques, arbitrage, statistical tools, and risk management models Written by acclaimed expert Perry J. Kaufman Features spreadsheets and TradeStation programs for a more extensive and interactive learning experience Provides readers with access to a companion website loaded with supplemental materials Written by a global leader in the trading field, Trading Systems and Methods, Fifth Edition is the essential reference to trading system design and methods updated for a post-crisis trading environment. |
| chatgpt forex trading bot: Handbook of the Fundamentals of Financial Decision Making Leonard C. MacLean, William T. Ziemba, 2013 This handbook in two parts covers key topics of the theory of financial decision making. Some of the papers discuss real applications or case studies as well. There are a number of new papers that have never been published before especially in Part II.Part I is concerned with Decision Making Under Uncertainty. This includes subsections on Arbitrage, Utility Theory, Risk Aversion and Static Portfolio Theory, and Stochastic Dominance. Part II is concerned with Dynamic Modeling that is the transition for static decision making to multiperiod decision making. The analysis starts with Risk Measures and then discusses Dynamic Portfolio Theory, Tactical Asset Allocation and Asset-Liability Management Using Utility and Goal Based Consumption-Investment Decision Models.A comprehensive set of problems both computational and review and mind expanding with many unsolved problems are in an accompanying problems book. The handbook plus the book of problems form a very strong set of materials for PhD and Masters courses both as the main or as supplementary text in finance theory, financial decision making and portfolio theory. For researchers, it is a valuable resource being an up to date treatment of topics in the classic books on these topics by Johnathan Ingersoll in 1988, and William Ziemba and Raymond Vickson in 1975 (updated 2 nd edition published in 2006). |
| chatgpt forex trading bot: Hands-On Machine Learning for Algorithmic Trading Stefan Jansen, 2018-12-31 Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and Keras Key FeaturesImplement machine learning algorithms to build, train, and validate algorithmic modelsCreate your own algorithmic design process to apply probabilistic machine learning approaches to trading decisionsDevelop neural networks for algorithmic trading to perform time series forecasting and smart analyticsBook Description The explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This book enables you to use a broad range of supervised and unsupervised algorithms to extract signals from a wide variety of data sources and create powerful investment strategies. This book shows how to access market, fundamental, and alternative data via API or web scraping and offers a framework to evaluate alternative data. You'll practice the ML workflow from model design, loss metric definition, and parameter tuning to performance evaluation in a time series context. You will understand ML algorithms such as Bayesian and ensemble methods and manifold learning, and will know how to train and tune these models using pandas, statsmodels, sklearn, PyMC3, xgboost, lightgbm, and catboost. This book also teaches you how to extract features from text data using spaCy, classify news and assign sentiment scores, and to use gensim to model topics and learn word embeddings from financial reports. You will also build and evaluate neural networks, including RNNs and CNNs, using Keras and PyTorch to exploit unstructured data for sophisticated strategies. Finally, you will apply transfer learning to satellite images to predict economic activity and use reinforcement learning to build agents that learn to trade in the OpenAI Gym. What you will learnImplement machine learning techniques to solve investment and trading problemsLeverage market, fundamental, and alternative data to research alpha factorsDesign and fine-tune supervised, unsupervised, and reinforcement learning modelsOptimize portfolio risk and performance using pandas, NumPy, and scikit-learnIntegrate machine learning models into a live trading strategy on QuantopianEvaluate strategies using reliable backtesting methodologies for time seriesDesign and evaluate deep neural networks using Keras, PyTorch, and TensorFlowWork with reinforcement learning for trading strategies in the OpenAI GymWho this book is for Hands-On Machine Learning for Algorithmic Trading is for data analysts, data scientists, and Python developers, as well as investment analysts and portfolio managers working within the finance and investment industry. If you want to perform efficient algorithmic trading by developing smart investigating strategies using machine learning algorithms, this is the book for you. Some understanding of Python and machine learning techniques is mandatory. |
| chatgpt forex trading bot: The Definitive Guide to Position Sizing Van K. Tharp, 2008-03 |
| chatgpt forex trading bot: Deep Learning in Natural Language Processing Li Deng, Yang Liu, 2018-05-23 In recent years, deep learning has fundamentally changed the landscapes of a number of areas in artificial intelligence, including speech, vision, natural language, robotics, and game playing. In particular, the striking success of deep learning in a wide variety of natural language processing (NLP) applications has served as a benchmark for the advances in one of the most important tasks in artificial intelligence. This book reviews the state of the art of deep learning research and its successful applications to major NLP tasks, including speech recognition and understanding, dialogue systems, lexical analysis, parsing, knowledge graphs, machine translation, question answering, sentiment analysis, social computing, and natural language generation from images. Outlining and analyzing various research frontiers of NLP in the deep learning era, it features self-contained, comprehensive chapters written by leading researchers in the field. A glossary of technical terms and commonly used acronyms in the intersection of deep learning and NLP is also provided. The book appeals to advanced undergraduate and graduate students, post-doctoral researchers, lecturers and industrial researchers, as well as anyone interested in deep learning and natural language processing. |
| chatgpt forex trading bot: Python for Algorithmic Trading Yves Hilpisch, 2020-11-12 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 |
| chatgpt forex trading bot: Artificial Intelligence Jude Hemanth, Thushari Silva, Asoka Karunananda, 2019-07-04 This book constitutes the refereed proceedings of the Second International Conference, SLAAI-ICAI 2018, held in Moratuwa, Sri Lanka, in December 2018. The 32 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in the following topical sections: intelligence systems; neural networks; game theory; ontology engineering; natural language processing; agent based system; signal and image processing. |
| chatgpt forex trading bot: Mastering Python for Finance James Ma Weiming, 2015-04-29 If you are an undergraduate or graduate student, a beginner to algorithmic development and research, or a software developer in the financial industry who is interested in using Python for quantitative methods in finance, this is the book for you. It would be helpful to have a bit of familiarity with basic Python usage, but no prior experience is required. |
| chatgpt forex trading bot: Ametora W. David Marx, 2015-12-01 The story of how Japan adopted and ultimately revived traditional American fashion Look closely at any typically American article of clothing these days, and you may be surprised to see a Japanese label inside. From high-end denim to oxford button-downs, Japanese designers have taken the classic American look—known as ametora, or American traditional—and turned it into a huge business for companies like Uniqlo, Kamakura Shirts, Evisu, and Kapital. This phenomenon is part of a long dialogue between Japanese and American fashion; in fact, many of the basic items and traditions of the modern American wardrobe are alive and well today thanks to the stewardship of Japanese consumers and fashion cognoscenti, who ritualized and preserved these American styles during periods when they were out of vogue in their native land. In Ametora, cultural historian W. David Marx traces the Japanese assimilation of American fashion over the past hundred and fifty years, showing how Japanese trendsetters and entrepreneurs mimicked, adapted, imported, and ultimately perfected American style, dramatically reshaping not only Japan's culture but also our own in the process. |
| chatgpt forex trading bot: Encyclopaedia Britannica Hugh Chisholm, 1910 This eleventh edition was developed during the encyclopaedia's transition from a British to an American publication. Some of its articles were written by the best-known scholars of the time and it is considered to be a landmark encyclopaedia for scholarship and literary style. |
| chatgpt forex trading bot: Making It in the Forex Market Andres Pedraza, 2017-08-31 This is the book the author wished he had been able to find when he started trading the foreign exchange market. A clear, easy to follow, and complete blueprint on how to start trading the Forex profitably and while minimizing risks. Bypassing the hype present in today's multi-thousand dollar courses that over promise, under deliver, and have led many to frustration and loss of funds, this book takes you by the hand to guide you safely past the minefields. Forex Trading doesn't have to be complicated. All it takes is an understanding of how the Forex Market works and its history, how to perform technical and fundamental analysis, and most important, equity and risk management. Where others give bits and pieces, this book holds nothing back. Every bit of information needed to get started and profit is provided. - History of the Forex Market - The Necessary Psychology a Trader HAS to have - How to set up charts - How to set up an account - Understanding Candlestick Patterns - Technical Analysis - Fundamental Analysis - Trading Strategies - Equity Management - Risk Control - Managing Open Trades - Budgeting for Profits - Avoiding Black Swans - What NOT to do - What to do after success - Recommended Reading There are companies charging thousands of dollars for half the information in this book. Read this book before spending your hard earned cash on such products. Start trading with that money instead. Access the companion website and the author for further tips and assistance. Use this book to successfully trade in the world's largest market, which trades in excess of $5 trillion dollars every day, 24 hours day, except weekends. Understand what works and what doesn't work, in easy to understand language, without the need for a financial dictionary or any math skills more advanced than middle school math. Stop depending solely on a job or on temperamental clients. Trading the Forex Market requires no interaction with any other people in order to profit. Perfect for those looking for a second income in their spare time, since the market is open 24 hours a day, 5 and a half days a week. Stay at home moms can actually stay at home. Work your way up to fully replacing your salary and even retiring early. Make money for yourself and your family instead of for a company that sees you as just one more replaceable cog. Join a community of intelligent people who let their money work for them, instead of them working for money. Learn one of the best skills to have in times of uncertainty, the ability to make money at will. See you on the inside! |
| chatgpt forex trading bot: The Barefoot Investor Scott Pape, 2019-06-12 ** Reviewed and updated for the 2020-2021 financial year** This is the only money guide you'll ever need That's a bold claim, given there are already thousands of finance books on the shelves. So what makes this one different? Well, you won't be overwhelmed with a bunch of 'tips' ... or a strict budget (that you won't follow). You'll get a step-by-step formula: open this account, then do this; call this person, and say this; invest money here, and not there. All with a glass of wine in your hand. This book will show you how to create an entire financial plan that is so simple you can sketch it on the back of a serviette ... and you'll be able to manage your money in 10 minutes a week. You'll also get the skinny on: Saving up a six-figure house deposit in 20 months Doubling your income using the 'Trapeze Strategy' Saving $78,173 on your mortgage and wiping out 7 years of payments Finding a financial advisor who won't rip you off Handing your kids (or grandkids) a $140,000 cheque on their 21st birthday Why you don't need $1 million to retire ... with the 'Donald Bradman Retirement Strategy' Sound too good to be true? It's not. This book is full of stories from everyday Aussies — single people, young families, empty nesters, retirees — who have applied the simple steps in this book and achieved amazing, life-changing results. And you're next. |
| chatgpt forex trading bot: Trading Chaos Justine Gregory-Williams, Bill M. Williams, 2012-06-28 How to trade the markets by integrating Chaos Theory with market sentiment In the first edition of Trading Chaos, seasoned trader and psychologist Bill Williams detailed the potential of Chaos Theory-which seeks to make the unpredictable understandable-in trading and it revolutionized financial decision-making. The Second Edition of Trading Chaos is a cutting edge book that combines trading psychology and Chaos Theory and its particular effect on the markets. By examining both of these facets in relation to the current market, readers will have the best of all possible worlds when trading. Bill Williams, PhD, CTA (Solana Beach, CA), is President of Profitunity.com, a leader in the field of education for traders and investors. Justine Gregory-Williams (Solana Beach, CA) is President of the Profitunity Trading Group and a full-time trader. |
| chatgpt forex trading bot: Python Algorithmic Trading Cookbook Pushpak Dagade, 2020-08-28 Build a solid foundation in algorithmic trading by developing, testing and executing powerful trading strategies with real market data using Python Key FeaturesBuild a strong foundation in algorithmic trading by becoming well-versed with the basics of financial marketsDemystify jargon related to understanding and placing multiple types of trading ordersDevise trading strategies and increase your odds of making a profit without human interventionBook Description If you want to find out how you can build a solid foundation in algorithmic trading using Python, this cookbook is here to help. Starting by setting up the Python environment for trading and connectivity with brokers, you’ll then learn the important aspects of financial markets. As you progress, you’ll learn to fetch financial instruments, query and calculate various types of candles and historical data, and finally, compute and plot technical indicators. Next, you’ll learn how to place various types of orders, such as regular, bracket, and cover orders, and understand their state transitions. Later chapters will cover backtesting, paper trading, and finally real trading for the algorithmic strategies that you've created. You’ll even understand how to automate trading and find the right strategy for making effective decisions that would otherwise be impossible for human traders. By the end of this book, you’ll be able to use Python libraries to conduct key tasks in the algorithmic trading ecosystem. Note: For demonstration, we're using Zerodha, an Indian Stock Market broker. If you're not an Indian resident, you won't be able to use Zerodha and therefore will not be able to test the examples directly. However, you can take inspiration from the book and apply the concepts across your preferred stock market broker of choice. What you will learnUse Python to set up connectivity with brokersHandle and manipulate time series data using PythonFetch a list of exchanges, segments, financial instruments, and historical data to interact with the real marketUnderstand, fetch, and calculate various types of candles and use them to compute and plot diverse types of technical indicatorsDevelop and improve the performance of algorithmic trading strategiesPerform backtesting and paper trading on algorithmic trading strategiesImplement real trading in the live hours of stock marketsWho this book is for If you are a financial analyst, financial trader, data analyst, algorithmic trader, trading enthusiast or anyone who wants to learn algorithmic trading with Python and important techniques to address challenges faced in the finance domain, this book is for you. Basic working knowledge of the Python programming language is expected. Although fundamental knowledge of trade-related terminologies will be helpful, it is not mandatory. |
| chatgpt forex trading bot: Pivot Adam Markel, 2016-04-19 Public speaker, transformative teacher, and CEO of Peak Potentials, Adam Markel has been inspiring people to find their best work for years. Now, for the first time, he presents his practical program for people who are looking to reinvent themselves. Here’s how to “get in touch with your real self, decide exactly who you are and what you want, and make your life into a masterpiece,” raves Brian Tracy, author of The Power of Self-Confidence. Whether you are out of work or want to change where you are now, Pivot inspires you on a cellular level to make lasting life changes possible. This seminal guide to successfully changing your life for the better provides stories, prompts, clear step-by-step exercises, and calls to actions throughout. You’ll follow the steps of career reinvention: Creating a Vision, Getting Clear, Having a Definite Plan, Thinking Boldly, Relentless Focus, Support, and Spiritual Practice. By changing self-limiting beliefs—the internal pivot to finding clarity about what you want—you can effectively deal with the mental and emotional obstacles that normally stop you from reaching your career goals. Based on his own personal story and the success of thousands of students, Markel provides a clear and applicable program perfect for “taking charge of your life and realizing your potential” (Sharon Lechter, author of Think and Grow Rich for Women). |
| chatgpt forex trading bot: Louis Bachelier's Theory of Speculation Louis Bachelier, 2011-12-12 March 29, 1900, is considered by many to be the day mathematical finance was born. On that day a French doctoral student, Louis Bachelier, successfully defended his thesis Théorie de la Spéculation at the Sorbonne. The jury, while noting that the topic was far away from those usually considered by our candidates, appreciated its high degree of originality. This book provides a new translation, with commentary and background, of Bachelier's seminal work. Bachelier's thesis is a remarkable document on two counts. In mathematical terms Bachelier's achievement was to introduce many of the concepts of what is now known as stochastic analysis. His purpose, however, was to give a theory for the valuation of financial options. He came up with a formula that is both correct on its own terms and surprisingly close to the Nobel Prize-winning solution to the option pricing problem by Fischer Black, Myron Scholes, and Robert Merton in 1973, the first decisive advance since 1900. Aside from providing an accurate and accessible translation, this book traces the twin-track intellectual history of stochastic analysis and financial economics, starting with Bachelier in 1900 and ending in the 1980s when the theory of option pricing was substantially complete. The story is a curious one. The economic side of Bachelier's work was ignored until its rediscovery by financial economists more than fifty years later. The results were spectacular: within twenty-five years the whole theory was worked out, and a multibillion-dollar global industry of option trading had emerged. |
| chatgpt forex trading bot: The Guru Investor John P. Reese, Jack M. Forehand, 2009-02-04 Today's investor is faced with a myriad of investment options and strategies. Whether you are seeking someone to manage your money or are a self-directed investor deciding to tackle the market on your own, the options can be overwhelming. In an easy-to-read and simple format, this book will dissect the strategies of some of Wall Street's most successful investment gurus and teach readers how to weed through the all of the choices to find a strategy that works for them. The model portfolio system that author John Reese developed turns each strategy into an actionable system, addressing many of the common mistakes that doom individual investors to market underperformance. This book will focus on the principles behind the author's multi-guru approach, showing how investors can combine the proven strategies of these legendary gurus into a disciplined investing system that has significantly outperformed the market. Gurus covered in the book are: Benjamin Graham; John Neff; David Dreman; Warren Buffett; Peter Lynch; Ken Fisher; Martin Zweig; James O'Shaughnessy; Joel Greenblatt; and Joseph Piotroski. |
| chatgpt forex trading bot: Hands-On Smart Contract Development with Hyperledger Fabric V2 Matt Zand, Xun (Brian) Wu, Mark Anthony Morris, 2021-09-09 Blockchain technology continues to disrupt a wide variety of organizations, from small businesses to the Fortune 500. Today hundreds of blockchain networks are in production, including many built with Hyperledger Fabric. This practical guide shows developers how the latest version of this blockchain infrastructure provides an ideal foundation for developing enterprise blockchain applications or solutions. Authors Matt Zand, Xun Wu, and Mark Anthony Morris demonstrate how the versatile design of Hyperledger Fabric 2.0 satisfies a broad range of industry use cases. Developers with or without previous Hyperledger experience will discover why no other distributed ledger technology framework enjoys such wide adoption by cloud service providers such as Amazon, Alibaba, IBM, Google, and Oracle. Walk through the architecture and components of Hyperledger Fabric 2.0 Migrate your current Hyperledger Fabric projects to version 2.0 Develop blockchain applications on the Hyperledger platform with Node.js Deploy and integrate Hyperledger on Amazon Managed Blockchain, IBM Cloud, and Oracle Cloud Develop blockchain applications with Hyperledger Aries, Avalon, Besu, and Grid Build end-to-end blockchain supply chain applications with Hyperledger |
| chatgpt forex trading bot: High-Probability Trading Marcel Link, 2003-03-22 A common denominator among most new traders is that, within six months of launching their new pursuit, they are out of money and out of trading. High-Probability Trading softens the impact of this trader's tuition, detailing a comprehensive program for weathering those perilous first months and becoming a profitable trader. This no-nonsense book takes a uniquely blunt look at the realities of trading. Filled with real-life examples and intended for use by both short- and long-term traders, it explores each aspect of successful trading. |
| chatgpt forex trading bot: Business Vocabulary in Use Advanced with Answers Bill Mascull, 2010-04-29 This text is aimed specifically at advanced level learners of business English. Primarily designed as a self-study reference book, it can also be used for classroom work. |
| chatgpt forex trading bot: Fintech in Islamic Finance Umar A. Oseni, S. Nazim Ali, 2019-06-07 Featuring high-level analysis of Islamic law, this book examines fintech in Islamic finance from both theoretical and empirical perspectives. Whilst building on existing approaches, it also discusses the current application of fintech in promoting financial inclusion through innovative solutions in Muslim-majority countries, identifying future directions for policy-makers. With original chapters written by prominent academics, senior lawyers and practitioners in the global Islamic finance industry, this book serves as the first standalone pioneering reference work on fintech in Islamic finance. It also, for the first time, examines the position of Islamic law on cryptocurrencies, such as bitcoin. Besides the conceptual analysis of the Sharīʿah and legal aspects of fintech in Islamic finance, this book provides relevant case studies showing current and potential developments in the application of fintech in various sectors ranging from crowdfunding and smart contracts, to Online Dispute Resolution, Investment Account Platform and identity verification in the KYC process. Setting the agenda for researchers in the field, Fintech in Islamic Finance will be useful to students and scholars of Islamic finance and financial technology. |
| chatgpt forex trading bot: The Book of Trading Strategies Sofien Kaabar, 2021-07-06 Trading strategies come in different shapes and colors, and having a detailed view on their structure and functioning is very useful towards the path of creating a robust and profitable trading system. The book presents various technical strategies and the way to back-test them in Python. You can think of the book as a mix between introductory Python and an Encyclopedia of trading strategies with a touch of reality. |
| chatgpt forex trading bot: A Beginner's Guide To Day Trading Online 2nd Edition Toni Turner, 2007-01-19 Gives readers the information on mastering the markets, including: decimalization of stock prices; trading products such as E-minis and Exchange Traded Funds (ETFs); precision entries and exits; and the breed of trader. This edition shows how to day trade stocks in market. |
| chatgpt forex trading bot: Technical Analysis Explained, Fifth Edition: The Successful Investor's Guide to Spotting Investment Trends and Turning Points Martin J. Pring, 2014-01-13 The guide technicians turn to for answers--tuned up to provide an advantage in today's global economy The face of investing has significantly changed in the 30 years since this book's first publication, but one essential component of the markets has not--human behavior. Whether you're trading cornerstone commodities or innovative investment products, observing how investors responded to past events through technical analysis is your key to forecasting when to buy and sell in the future. This fully updated fifth edition shows you how to maximize your profits in today's complex markets by tailoring your application of this powerful tool. Tens of thousands of individual and professional investors have used the guidance in this book to grow their wealth by understanding, interpreting, and forecasting significant moves in both individual stocks and entire markets. This new edition streamlines its time-honored, profit-driven approach, while updating every chapter with new examples, tables, charts, and comments that reflect the real-world situations you encounter in everyday trading. Required reading among many professionals, this authoritative resource now features: Brand-new chapters that analyze and explain secular trends with unique technical indicators that measure investor confidence, as well as an introduction to Pring's new Special K indicator Expanded coverage on the profit-making opportunities ETFs create in international markets, sectors, and commodities Practical advice for avoiding false, contratrend signals that may arise in short-term time spans Additional material on price patterns, candlestick charts, relative strength, momentum, sentiment indicators, and global stock markets Properly reading and balancing the variety of indicators used in technical analysis is an art, and no other book better illustrates the repeatable steps you need to take to master it. When used with patience and discipline, Technical Analysis Explained, Fifth Edition, will make you a better decision maker and increase your chances of greater profits. |
| chatgpt forex trading bot: Python for Finance Yves J. Hilpisch, 2018-12-05 The financial industry has recently adopted Python at a tremendous rate, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. Updated for Python 3, the second edition of this hands-on book helps you get started with the language, guiding developers and quantitative analysts through Python libraries and tools for building financial applications and interactive financial analytics. Using practical examples throughout the book, author Yves Hilpisch also shows you how to develop a full-fledged framework for Monte Carlo simulation-based derivatives and risk analytics, based on a large, realistic case study. Much of the book uses interactive IPython Notebooks. |
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