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| chat gpt stock trading bot: Building Trading Bots Using Java Shekhar Varshney, 2016-12-07 Build an automated currency trading bot from scratch with java. In this book, you will learn about the nitty-gritty of automated trading and have a closer look at Java, the Spring Framework, event-driven programming, and other open source APIs, notably Google's Guava API. And of course, development will all be test-driven with unit testing coverage. The central theme of Building Trading Bots Using Java is to create a framework that can facilitate automated trading on most of the brokerage platforms, with minimum changes. At the end of the journey, you will have a working trading bot, with a sample implementation using the OANDA REST API, which is free to use. What You'll Learn Find out about trading bots Discover the details of tradeable instruments and apply bots to them Track and use market data events Place orders and trades Work with trade/order and account events Who This Book Is For Experienced programmers new to bots and other algorithmic trading and finance techniques. |
| chat gpt stock trading bot: Mastering AI-Powered Trading Bots for Options: Jeffery Long, 2024-08-15 Mastering AI-Powered Trading Bots for Options Analyzing Large Amounts of Data Faster Than Humans Can Read AI can help traders make more informed decisions by analyzing large amounts of data and identifying patterns that humans may miss. Some ways AI can help in trading options include: 1. Predictive analytics: AI algorithms can analyze historical market data and predict future price movements, helping traders make more accurate decisions on which options to buy. 2. Sentiment analysis: AI can analyze news articles, social media posts, and other sources of information to gauge market sentiment and identify potential trading opportunities. 3. Risk management: AI can help traders manage risk by analyzing their portfolio and identifying potential risks and opportunities for hedging. 4. Automation: AI can automate the trading process, executing trades based on predetermined criteria and removing human emotion from the decision-making process. 5. Machine learning: AI can continuously learn from past trading data and optimize trading strategies over time, adapting to changing market conditions and improving performance. Overall, AI can help traders make more informed decisions, reduce risk, and potentially increase returns when trading options. Chapter 1: Introduction to AI and Option Trading Welcome to the exciting world of AI-powered trading bots for executing options trades. In this subchapter, we will explore the fundamentals of AI and option trading, providing you with a solid foundation to begin your journey into the world of trading stocks and options. Whether you are a novice trader looking to learn the basics or an experienced investor seeking to leverage the power of AI technology in your trading strategies, this subchapter is designed to help you understand the key concepts and principles that drive success in the world of option trading. First and foremost, it is important to understand what AI is and how it is revolutionizing the way we approach financial markets. Artificial intelligence, or AI, refers to the simulation of human intelligence processes by machines, particularly computer systems. In the context of option trading, AI can be used to analyze vast amounts of data, identify patterns and trends, and make informed decisions about when to buy or sell options. By harnessing the power of AI technology, traders can gain a competitive edge in the market and increase their chances of success. |
| chat gpt stock 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. |
| chat gpt stock 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. |
| chat gpt stock trading bot: AI and education Miao, Fengchun, Holmes, Wayne, Ronghuai Huang, Hui Zhang, UNESCO, 2021-04-08 Artificial Intelligence (AI) has the potential to address some of the biggest challenges in education today, innovate teaching and learning practices, and ultimately accelerate the progress towards SDG 4. However, these rapid technological developments inevitably bring multiple risks and challenges, which have so far outpaced policy debates and regulatory frameworks. This publication offers guidance for policy-makers on how best to leverage the opportunities and address the risks, presented by the growing connection between AI and education. It starts with the essentials of AI: definitions, techniques and technologies. It continues with a detailed analysis of the emerging trends and implications of AI for teaching and learning, including how we can ensure the ethical, inclusive and equitable use of AI in education, how education can prepare humans to live and work with AI, and how AI can be applied to enhance education. It finally introduces the challenges of harnessing AI to achieve SDG 4 and offers concrete actionable recommendations for policy-makers to plan policies and programmes for local contexts. [Publisher summary, ed] |
| chat gpt stock 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. |
| chat gpt stock trading bot: Tcl/Tk in a Nutshell Paul Raines, Jeff Tranter, 1999-03-25 The Tcl language and Tk graphical toolkit are simple and powerful building blocks for custom applications. The Tcl/Tk combination is increasingly popular because it lets you produce sophisticated graphical interfaces with a few easy commands, develop and change scripts quickly, and conveniently tie together existing utilities or programming libraries.One of the attractive features of Tcl/Tk is the wide variety of commands, many offering a wealth of options. Most of the things you'd like to do have been anticipated by the language's creator, John Ousterhout, or one of the developers of Tcl/Tk's many powerful extensions. Thus, you'll find that a command or option probably exists to provide just what you need.And that's why it's valuable to have a quick reference that briefly describes every command and option in the core Tcl/Tk distribution as well as the most popular extensions. Keep this book on your desk as you write scripts, and you'll be able to find almost instantly the particular option you need.Most chapters consist of alphabetical listings. Since Tk and mega-widget packages break down commands by widget, the chapters on these topics are organized by widget along with a section of core commands where appropriate. Contents include: Core Tcl and Tk commands and Tk widgets C interface (prototypes) Expect [incr Tcl] and [incr Tk] Tix TclX BLT Oratcl, SybTcl, and Tclodbc |
| chat gpt stock trading bot: Holub on Patterns Allen Holub, 2004-09-27 * Allen Holub is a highly regarded instructor for the University of California, Berkeley, Extension. He has taught since 1982 on various topics, including Object-Oriented Analysis and Design, Java, C++, C. Holub will use this book in his Berkeley Extension classes. * Holub is a regular presenter at the Software Development conferences and is Contributing Editor for the online magazine JavaWorld, for whom he writes the Java Toolbox. He also wrote the OO Design Process column for IBM DeveloperWorks. * This book is not time-sensitive. It is an extremely well-thought out approach to learning design patterns, with Java as the example platform, but the concepts presented are not limited to just Java programmers. This is a complement to the Addison-Wesley seminal Design Patterns book by the Gang of Four. |
| chat gpt stock trading bot: Working Effectively with Legacy Code Michael Feathers, 2004-09-22 Get more out of your legacy systems: more performance, functionality, reliability, and manageability Is your code easy to change? Can you get nearly instantaneous feedback when you do change it? Do you understand it? If the answer to any of these questions is no, you have legacy code, and it is draining time and money away from your development efforts. In this book, Michael Feathers offers start-to-finish strategies for working more effectively with large, untested legacy code bases. This book draws on material Michael created for his renowned Object Mentor seminars: techniques Michael has used in mentoring to help hundreds of developers, technical managers, and testers bring their legacy systems under control. The topics covered include Understanding the mechanics of software change: adding features, fixing bugs, improving design, optimizing performance Getting legacy code into a test harness Writing tests that protect you against introducing new problems Techniques that can be used with any language or platform—with examples in Java, C++, C, and C# Accurately identifying where code changes need to be made Coping with legacy systems that aren't object-oriented Handling applications that don't seem to have any structure This book also includes a catalog of twenty-four dependency-breaking techniques that help you work with program elements in isolation and make safer changes. |
| chat gpt stock trading bot: The Metamorphosis of Prime Intellect Roger Williams, 2003-10-14 In a time not far from our own, Lawrence sets out simply to build an artifical intelligence that can pass as human, and finds himself instead with one that can pass as a god. Taking the Three Laws of Robotics literally, Prime Intellect makes every human immortal and provides instantly for every stated human desire. Caroline finds no meaning in this life of purposeless ease, and forgets her emptiness only in moments of violent and profane exhibitionism. At turns shocking and humorous, Prime Intellect looks unflinchingly at extremes of human behavior that might emerge when all limits are removed. An international Internet phenomenon, Prime Intellect has been downloaded more than 10,000 times since its free release in January 2003. It has been read and discussed in Australia, Canada, Denmark, Germany, Japan, Mexico, the Netherlands, Slovenia, South Africa, and other countries. This Lulu edition is your chance to own Prime Intellect in conventional book form. |
| chat gpt stock trading bot: The Liberated Stock Trader Barry D. Moore, 2011-04-01 From pocket change to financial freedom. Learn the critical skills you need to be an independent, self directed stock market investor. This is a truly unique stock market training course designed to help YOU make informed decisions about how to invest YOUR money, whether you are a beginner or already investing. Only 20% of stock market investors are actually able to beat the market, this training course is designed to help you be part of that winning 20% This book and the accompanying 16 hours of video training lessons have been created for those who are truly serious about their education. Barry D Moore's unique approach to training makes it easy to understand how the stock market works and how to apply your knowledge practically This integrated stock market training course training course includes: How you can find great stocks in great markets (Fundamental Analysis) How you can master stock charts, indicators and patterns (Technical Analysis) How many stocks to buy, when to buy and when to sell How to create your own winning stock market strategy Practical Guides to get you up and running fast include: The Stock Traders Checklist The Top 5 Mistakes To Avoid From The Start Top 10 Best Free Stock Charting Tools How To Find Great Stocks The Stock Market Millionaire The Trading System Workbook This honest, independent and trustworthy education consists of: The Liberated Stock Trader Book - large format and filled with diagrams and charts 16 hours of high quality video (available online) Mobile Edition - 16 hours of video (for iPhone/iPad/Android) Mobile Edition eBook in pdf format With 16 hours of educational video tutorials and the Liberated Stock Trader Book you will be well prepared for successful stock market investing Stock Market Success Need Knowledge, Experience And Patience Get the knowledge you need with the Liberated Stock Trader |
| chat gpt stock trading bot: A Fire Upon The Deep Vernor Vinge, 2010-04-01 Now with a new introduction for the Tor Essentials line, A Fire Upon the Deep is sure to bring a new generation of SF fans to Vinge's award-winning works. A Hugo Award-winning Novel! “Vinge is one of the best visionary writers of SF today.”-David Brin Thousands of years in the future, humanity is no longer alone in a universe where a mind's potential is determined by its location in space, from superintelligent entities in the Transcend, to the limited minds of the Unthinking Depths, where only simple creatures, and technology, can function. Nobody knows what strange force partitioned space into these regions of thought, but when the warring Straumli realm use an ancient Transcendent artifact as a weapon, they unwittingly unleash an awesome power that destroys thousands of worlds and enslaves all natural and artificial intelligence. Fleeing this galactic threat, Ravna crash lands on a strange world with a ship-hold full of cryogenically frozen children, the only survivors from a destroyed space-lab. They are taken captive by the Tines, an alien race with a harsh medieval culture, and used as pawns in a ruthless power struggle. Tor books by Vernor Vinge Zones of Thought Series A Fire Upon The Deep A Deepness In The Sky The Children of The Sky Realtime/Bobble Series The Peace War Marooned in Realtime Other Novels The Witling Tatja Grimm's World Rainbows End Collections Collected Stories of Vernor Vinge True Names At the Publisher's request, this title is being sold without Digital Rights Management Software (DRM) applied. |
| chat gpt stock trading bot: Convex Optimization Stephen P. Boyd, Lieven Vandenberghe, 2004-03-08 Convex optimization problems arise frequently in many different fields. This book provides a comprehensive introduction to the subject, and shows in detail how such problems can be solved numerically with great efficiency. The book begins with the basic elements of convex sets and functions, and then describes various classes of convex optimization problems. Duality and approximation techniques are then covered, as are statistical estimation techniques. Various geometrical problems are then presented, and there is detailed discussion of unconstrained and constrained minimization problems, and interior-point methods. The focus of the book is on recognizing convex optimization problems and then finding the most appropriate technique for solving them. It contains many worked examples and homework exercises and will appeal to students, researchers and practitioners in fields such as engineering, computer science, mathematics, statistics, finance and economics. |
| chat gpt stock trading bot: The Manga Guide to Databases Mana Takahashi, Shoko Azuma, Co Ltd Trend, 2009-01-15 Want to learn about databases without the tedium? With its unique combination of Japanese-style comics and serious educational content, The Manga Guide to Databases is just the book for you. Princess Ruruna is stressed out. With the king and queen away, she has to manage the Kingdom of Kod's humongous fruit-selling empire. Overseas departments, scads of inventory, conflicting prices, and so many customers! It's all such a confusing mess. But a mysterious book and a helpful fairy promise to solve her organizational problems—with the practical magic of databases. In The Manga Guide to Databases, Tico the fairy teaches the Princess how to simplify her data management. We follow along as they design a relational database, understand the entity-relationship model, perform basic database operations, and delve into more advanced topics. Once the Princess is familiar with transactions and basic SQL statements, she can keep her data timely and accurate for the entire kingdom. Finally, Tico explains ways to make the database more efficient and secure, and they discuss methods for concurrency and replication. Examples and exercises (with answer keys) help you learn, and an appendix of frequently used SQL statements gives the tools you need to create and maintain full-featured databases. (Of course, it wouldn't be a royal kingdom without some drama, so read on to find out who gets the girl—the arrogant prince or the humble servant.) This EduManga book is a translation of a bestselling series in Japan, co-published with Ohmsha, Ltd., of Tokyo, Japan. |
| chat gpt stock trading bot: Futureproof Kevin Roose, 2021-03-04 A New York Times bestselling author and tech columnist's counter-intuitive guide to staying relevant - and employable - in the machine age by becoming irreplaceably human. It's not a future scenario any more. We've been taught that to compete with automation and AI, we'll have to become more like the machines themselves, building up technical skills like coding. But, there's simply no way to keep up. What if all the advice is wrong? And what do we need to do instead to become futureproof? We tend to think of automation as a blue-collar phenomenon that will affect truck drivers, factory workers, and other people with repetitive manual jobs. But it's much, much broader than that. Lawyers are being automated out of existence. Last year, JPMorgan Chase built a piece of software called COIN, which uses machine learning to review complicated contracts and documents. It used to take the firm's lawyers more than 300,000 hours every year to review all of those documents. Now, it takes a few seconds, and requires just one human to run the program. Doctors are being automated out of existence, too. Last summer, a Chinese tech company built a deep learning algorithm that diagnosed brain cancer and other diseases faster and more accurately than a team of 15 top Chinese doctors. Kevin Roose has spent the past few years studying the question of how people, communities, and organisations adapt to periods of change, from the Industrial Revolution to the present. And the insight that is sweeping through Silicon Valley as we speak -- that in an age dominated by machines, it's human skills that really matter - is one of the more profound and counter-intuitive ideas he's discovered. It's the antidote to the doom-and-gloom worries many people feel when they think about AI and automation. And it's something everyone needs to hear. In nine accessible, prescriptive chapters, Roose distills what he has learned about how we will survive the future, that the way to become futureproof is to become incredibly, irreplaceably human. |
| chat gpt stock 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. |
| chat gpt stock trading bot: The Smart Money Michael Konik, 2006-11-14 A riveting inside look at the lucrative world of professional high-stakes sports betting by a journalist who lived a secret life as a key operative in the world's most successful sports gambling ring. When journalist Michael Konik landed an interview with Rick Big Daddy Matthews, the largest bet he'd placed on a sporting event was $200. Konik, an expert blackjack and poker player, was no stranger to Vegas. But Matthews was in a different league: the man was rumored to be the world's smartest sports bettor, the mastermind behind the Brain Trust, a shadowy group of gamblers known for their expertise in beating the Vegas line. Konik had heard the word on the street -- that Matthews was a snake, a conniver who would do anything to gain an edge. But he was also brilliant, cunning, and charming. And when he asked Konik if he'd like to make a little money during the football season, the writer found himself seduced . . . So began Michael Konik's wild ride as an operative of the elite Brain Trust. In The Smart Money, Konik takes readers behind the veil of secrecy shrouding the most successful sports betting operation in America, bypassing the myths and the rumors, going all the way to its innermost sanctum. He reveals how they -- and he -- got rich by beating the Vegas lines and, ultimately, the multimillion-dollar offshore betting circuit. He details the excesses and the betrayals, the horse-trading and the paranoia, that are the perks and perils of a lifestyle in which staking inordinate sums of money on the outcome of a single event -- sometimes as much as $1 million on a football game -- is a normal part of doing business. |
| chat gpt stock trading bot: Python Data Science Essentials Alberto Boschetti, Luca Massaron, 2016-10-28 Become an efficient data science practitioner by understanding Python's key concepts About This Book Quickly get familiar with data science using Python 3.5 Save time (and effort) with all the essential tools explained Create effective data science projects and avoid common pitfalls with the help of examples and hints dictated by experience Who This Book Is For If you are an aspiring data scientist and you have at least a working knowledge of data analysis and Python, this book will get you started in data science. Data analysts with experience of R or MATLAB will also find the book to be a comprehensive reference to enhance their data manipulation and machine learning skills. What You Will Learn Set up your data science toolbox using a Python scientific environment on Windows, Mac, and Linux Get data ready for your data science project Manipulate, fix, and explore data in order to solve data science problems Set up an experimental pipeline to test your data science hypotheses Choose the most effective and scalable learning algorithm for your data science tasks Optimize your machine learning models to get the best performance Explore and cluster graphs, taking advantage of interconnections and links in your data In Detail Fully expanded and upgraded, the second edition of Python Data Science Essentials takes you through all you need to know to suceed in data science using Python. Get modern insight into the core of Python data, including the latest versions of Jupyter notebooks, NumPy, pandas and scikit-learn. Look beyond the fundamentals with beautiful data visualizations with Seaborn and ggplot, web development with Bottle, and even the new frontiers of deep learning with Theano and TensorFlow. Dive into building your essential Python 3.5 data science toolbox, using a single-source approach that will allow to to work with Python 2.7 as well. Get to grips fast with data munging and preprocessing, and all the techniques you need to load, analyse, and process your data. Finally, get a complete overview of principal machine learning algorithms, graph analysis techniques, and all the visualization and deployment instruments that make it easier to present your results to an audience of both data science experts and business users. Style and approach The book is structured as a data science project. You will always benefit from clear code and simplified examples to help you understand the underlying mechanics and real-world datasets. |
| chat gpt stock trading bot: Python Deep Learning Valentino Zocca, Gianmario Spacagna, Daniel Slater, Peter Roelants, 2017-04-28 Take your machine learning skills to the next level by mastering Deep Learning concepts and algorithms using Python. About This Book Explore and create intelligent systems using cutting-edge deep learning techniques Implement deep learning algorithms and work with revolutionary libraries in Python Get real-world examples and easy-to-follow tutorials on Theano, TensorFlow, H2O and more Who This Book Is For This book is for Data Science practitioners as well as aspirants who have a basic foundational understanding of Machine Learning concepts and some programming experience with Python. A mathematical background with a conceptual understanding of calculus and statistics is also desired. What You Will Learn Get a practical deep dive into deep learning algorithms Explore deep learning further with Theano, Caffe, Keras, and TensorFlow Learn about two of the most powerful techniques at the core of many practical deep learning implementations: Auto-Encoders and Restricted Boltzmann Machines Dive into Deep Belief Nets and Deep Neural Networks Discover more deep learning algorithms with Dropout and Convolutional Neural Networks Get to know device strategies so you can use deep learning algorithms and libraries in the real world In Detail With an increasing interest in AI around the world, deep learning has attracted a great deal of public attention. Every day, deep learning algorithms are used broadly across different industries. The book will give you all the practical information available on the subject, including the best practices, using real-world use cases. You will learn to recognize and extract information to increase predictive accuracy and optimize results. Starting with a quick recap of important machine learning concepts, the book will delve straight into deep learning principles using Sci-kit learn. Moving ahead, you will learn to use the latest open source libraries such as Theano, Keras, Google's TensorFlow, and H20. Use this guide to uncover the difficulties of pattern recognition, scaling data with greater accuracy and discussing deep learning algorithms and techniques. Whether you want to dive deeper into Deep Learning, or want to investigate how to get more out of this powerful technology, you'll find everything inside. Style and approach Python Machine Learning by example follows practical hands on approach. It walks you through the key elements of Python and its powerful machine learning libraries with the help of real world projects. |
| chat gpt stock trading bot: Natural Language Processing for Social Media Atefeh Farzindar, Diana Inkpen, 2017-12-15 In recent years, online social networking has revolutionized interpersonal communication. The newer research on language analysis in social media has been increasingly focusing on the latter's impact on our daily lives, both on a personal and a professional level. Natural language processing (NLP) is one of the most promising avenues for social media data processing. It is a scientific challenge to develop powerful methods and algorithms which extract relevant information from a large volume of data coming from multiple sources and languages in various formats or in free form. We discuss the challenges in analyzing social media texts in contrast with traditional documents. Research methods in information extraction, automatic categorization and clustering, automatic summarization and indexing, and statistical machine translation need to be adapted to a new kind of data. This book reviews the current research on NLP tools and methods for processing the non-traditional information from social media data that is available in large amounts (big data), and shows how innovative NLP approaches can integrate appropriate linguistic information in various fields such as social media monitoring, healthcare, business intelligence, industry, marketing, and security and defence. We review the existing evaluation metrics for NLP and social media applications, and the new efforts in evaluation campaigns or shared tasks on new datasets collected from social media. Such tasks are organized by the Association for Computational Linguistics (such as SemEval tasks) or by the National Institute of Standards and Technology via the Text REtrieval Conference (TREC) and the Text Analysis Conference (TAC). In the concluding chapter, we discuss the importance of this dynamic discipline and its great potential for NLP in the coming decade, in the context of changes in mobile technology, cloud computing, virtual reality, and social networking. In this second edition, we have added information about recent progress in the tasks and applications presented in the first edition. We discuss new methods and their results. The number of research projects and publications that use social media data is constantly increasing due to continuously growing amounts of social media data and the need to automatically process them. We have added 85 new references to the more than 300 references from the first edition. Besides updating each section, we have added a new application (digital marketing) to the section on media monitoring and we have augmented the section on healthcare applications with an extended discussion of recent research on detecting signs of mental illness from social media. |
| chat gpt stock trading bot: Penny Stocks For Dummies Peter Leeds, 2013-04-03 Want to make a big bet on an economic recovery in the U.S.? Start thinking small! The growing popularity of penny stocks can be attributed to a combination of increased understanding and tough economic times.??Penny Stocks For Dummies explains the basics of penny stocks and provides expert guidance to help you get involved right away. Penny Stocks For Dummies provides you with the information and advice you need before considering an investment in penny stocks, as well as the tools needed to make sound investments. You'll also get expert guidance on identifying growth trends and market sectors positioned for rapid growth, finding undiscovered penny stocks, and understanding the fundamentals of a potential investment in penny stocks. Arms you with the know-how to properly identify, and purchase, winning penny stocks Shows you how good money can be made from these low-priced shares Gets you involved in Penny Stocks quickly, painlessly, and on a small budget Penny Stocks For Dummies appeals to anyone who doesn't have a lot to invest right now in the current economic climate, but who wants to multiply what they do have. |
| chat gpt stock trading bot: Crypto Investing Guide Ian Balina, 2021-09-07 Lack of knowledge is no longer an excuse - there's no time like the present for becoming a crypto investor. What if we told you that one book could contain an entire education in crypto investing topics? Whether you're an uninitiated newbie or an established veteran, this book exists to help you get a profitable start as a new crypto investor. The committed reader will go on an educational journey that starts in the world of conventional finance before crossing the crypto bridge to go deep on crypto assets, decentralized finance, NFTs, and security token offerings. This book is your one-stop shop on building a deadly working knowledge of the crypto markets and our ideas on how to play them profitably. It's time for the wall of technical smoke and mirrors around crypto to come down, and this book represents an experienced technical team sharing its hard-won knowledge as accessible as possible. You don't need to be a math genius to trade crypto successfully. But you do need a strong base of knowledge to work from. This book is your foundation. |
| chat gpt stock trading bot: Optimization for Machine Learning Suvrit Sra, Sebastian Nowozin, Stephen J. Wright, 2012 An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities. The interplay between optimization and machine learning is one of the most important developments in modern computational science. Optimization formulations and methods are proving to be vital in designing algorithms to extract essential knowledge from huge volumes of data. Machine learning, however, is not simply a consumer of optimization technology but a rapidly evolving field that is itself generating new optimization ideas. This book captures the state of the art of the interaction between optimization and machine learning in a way that is accessible to researchers in both fields. Optimization approaches have enjoyed prominence in machine learning because of their wide applicability and attractive theoretical properties. The increasing complexity, size, and variety of today's machine learning models call for the reassessment of existing assumptions. This book starts the process of reassessment. It describes the resurgence in novel contexts of established frameworks such as first-order methods, stochastic approximations, convex relaxations, interior-point methods, and proximal methods. It also devotes attention to newer themes such as regularized optimization, robust optimization, gradient and subgradient methods, splitting techniques, and second-order methods. Many of these techniques draw inspiration from other fields, including operations research, theoretical computer science, and subfields of optimization. The book will enrich the ongoing cross-fertilization between the machine learning community and these other fields, and within the broader optimization community. |
| chat gpt stock trading bot: Bold Peter H. Diamandis, Steven Kotler, 2016-02-23 Bold is a radical how-to guide for using exponential technologies, moonshot thinking, and crowd-powered tools to create extraordinary wealth while also positively impacting the lives of billions. A follow-up to the authors' Abundance (2012). |
| chat gpt stock trading bot: The Unemployed Millionaire Matt Morris, 2009-09-22 A self-made millionaire shows you how to make millions while living life on your own terms At just eighteen years old, Matt Morris founded his first marketing business. At twenty, he dropped out of college to pursue business full-time. At twenty-one, he was homeless and deeply in debt, living out of his car. It was then that he made a life-changing decision to re-invent himself and his career. By twenty-nine, Matt was a self-made millionaire. How did he do it? In The Unemployed Millionaire, Morris reveals how he turned his life around and shatters the myth that it takes money to make money. Thanks to the Internet explosion and the ease of global trade, it is possible for anyone to start a business and market their products worldwide to millions of customers. Here, Morris unlocks the secrets and provides you with the specific moneymaking formula he used to turn his ideas into a fortune. Equips you with a step-by-step formula for turning your great idea into a million-dollar business in as little as twelve months Proves you don’t have to be smart, lucky, or rich to make millions Gives you the specific success principles all millionaires follow Author Matt Morris is an internationally recognized speaker who selectively mentors other entrepreneurs, traveling the world, working very little, and earning millions in the process With a foreword by Les Brown, motivational speaker, bestselling author, and television personality If you're serious about earning millions without working your fingers to the bone, The Unemployed Millionaire gives you the powerful strategies needed to turn your dreams into a reality. |
| chat gpt stock trading bot: Deep Learning Ian Goodfellow, Yoshua Bengio, Aaron Courville, 2016-11-10 An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors. |
| chat gpt stock trading bot: Trading and Exchanges Larry Harris, 2003 Focusing on market microstructure, Harris (chief economist, U.S. Securities and Exchange Commission) introduces the practices and regulations governing stock trading markets. Writing to be understandable to the lay reader, he examines the structure of trading, puts forward an economic theory of trading, discusses speculative trading strategies, explores liquidity and volatility, and considers the evaluation of trader performance. Annotation (c)2003 Book News, Inc., Portland, OR (booknews.com). |
| chat gpt stock trading bot: Underground Mining Methods W. A. Hustrulid, Richard L. Bullock, 2001 Underground Mining Methods presents the latest principles and techniques in use today. Reflecting the international and diverse nature of the industry, a series of mining case studies is presented covering the commodity range from iron ore to diamonds extracted by operations located in all corners of the world. Industry experts have contributed 77 chapters. This book is certain to become a standard for every practicing mining engineer and student alike. Sections include: General Mine Design Considerations, Room-and-Pillar Mining of Hard Rock/Soft Rock, Longwall Mining of Hard Rock, Shrinkage Stoping, Sublevel Stoping, Cut-and-Fill Mining, Sublevel Caving, Panel Caving, Foundations for Design, and Underground Mining Looks to the Future. |
| chat gpt stock trading bot: The PayPal Wars Eric M. Jackson, 2006 When Peter Thiel and Max Levchin launched an online payment website in 1999, they hoped their service could improve the lives of millions around the globe. But when their start-up, PayPal, survived the dot.com crash only to find itself besieged by unimaginable challenges, that dream threatened to become a nightmare. PayPal's history as told by former insider Eric Jackson is an engrossing study of human struggle and perseverance against overwhelming odds. The entrepreneurs that Thiel and Levchin recruited to overhaul world currency markets first had to face some of the greatest trials ever thrown at a Silicon Valley company before they could make internet history. Revised and updated, this narrative is an adventure in capitalism. Reveals how PayPal went from bleeding $10 million per month to becoming a financial powerhouse. Sheds light on eBay's current woes, and PayPal's pending showdown with Google. -- Publisher. |
| chat gpt stock trading bot: The Predictive Edge Alejandro Lopez-Lira, 2024-07-11 Use ChatGPT to improve your analysis of stock markets and securities In The Predictive Edge: Outsmart the Market Using Generative AI and ChatGPT in Financial Forecasting, renowned AI and finance researcher Dr. Alejandro Lopez-Lira delivers an engaging and insightful new take on how to use large language models (LLMs) like ChatGPT to find new investment opportunities and make better trading decisions. In the book, you’ll learn how to interpret the outputs of LLMs to craft sounder trading strategies and incorporate market sentiment into your analyses of individual securities. In addition to a complete and accessible explanation of how ChatGPT and other LLMs work, you’ll find: Discussions of future trends in artificial intelligence and finance Strategies for implementing new and soon-to-come AI tools into your investing strategies and processes Techniques for analyzing market sentiment using ChatGPT and other AI tools A can’t-miss playbook for taking advantage of the full potential of the latest AI advancements, The Predictive Edge is a fully to-date and exciting exploration of the intersection of tech and finance. It will earn a place on the bookshelves of individual and professional investors everywhere. |
| chat gpt stock trading bot: The Star Fraction Ken MacLeod, 2013-05-10 Britain in the 21st century is a Balkanized mess. Moh Kohn is a security mercenary unaware that he holds the key to information which could change the world. Janis Taine is a scientist who needs Mohs help. And a rogue computer program is guiding events to a breathtaking conclusion. At the Publisher's request, this title is being sold without Digital Rights Management Software (DRM) applied. |
| chat gpt stock trading bot: Dictionary of Acronyms and Technical Abbreviations Jakob Vlietstra, 2012-12-06 This Dictionary covers information and communication technology (ICT), including hardware and software; information networks, including the Internet and the World Wide Web; automatic control; and ICT-related computer-aided fields. The Dictionary also lists abbreviated names of relevant organizations, conferences, symposia and workshops. This reference is important for all practitioners and users in the areas mentioned above, and those who consult or write technical material. This Second Edition contains 10,000 new entries, for a total of 33,000. |
| chat gpt stock trading bot: Ask a Ninja Presents The Ninja Handbook Douglas Sarine, Kent Nichols, 2008-09-09 DEADLY NINJA WISDOM FOR THE NON-NINJA Carefully consider the joy of your soft-headed ignorance before you begin to run, flip, and jump along the Ninja Path. After much debate and in a spirit of morbid amusement, the International Order of Ninjas has chosen to produce The Ninja Handbook, the first-ever secret ninja training guide specifically designed for the non-ninja. Most non-ninjas who handle these delicate, deadly pages will die–probably in an elaborately horrific and painful manner. But whether your journey lasts five seconds or five days or (rather inconceivably) five years, all those who bravely take up this text and follow the tenets and trials laid out within will die knowing they were as ninja as they possibly could’ve been. For the true of heart or the extremely lucky, this powerful and honorable manuscript contains such phenomenal ninja wisdom as: •How to create and name your very own lethal ninja clan •The proper weapon to use when fighting a vampire pumpkin •Why clowns and robots are so dangerous on the Internet •Easy-to-follow charts showing when to slice and when to stab •How to execute such ultradeadly kicks as the Driving Miss Daisy •Why pretty much every ninja movie ever made sucks •How to make a shoggoth explode using well-placed foliage •What the heck a shoggoth is and why you’ll need to make it explode •Death Aide certification •And much more ninjafied enlightenment on every shuriken-sharp page! Remember: People do not take the Path, the Path takes people. |
| chat gpt stock trading bot: Heads I Win, Tails I Win Spencer Jakab, 2016 Opines that most people lack the skills and knowledge to invest their money but do it anyway, and unsuccessfully. Explains how to invest wisely and how markets really work. Looks at how to double a retirement fund. |
| chat gpt stock trading bot: Machine Learning and Security Clarence Chio, David Freeman, 2018-01-26 Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself. With this practical guide, you’ll explore ways to apply machine learning to security issues such as intrusion detection, malware classification, and network analysis. Machine learning and security specialists Clarence Chio and David Freeman provide a framework for discussing the marriage of these two fields, as well as a toolkit of machine-learning algorithms that you can apply to an array of security problems. This book is ideal for security engineers and data scientists alike. Learn how machine learning has contributed to the success of modern spam filters Quickly detect anomalies, including breaches, fraud, and impending system failure Conduct malware analysis by extracting useful information from computer binaries Uncover attackers within the network by finding patterns inside datasets Examine how attackers exploit consumer-facing websites and app functionality Translate your machine learning algorithms from the lab to production Understand the threat attackers pose to machine learning solutions |
| chat gpt stock trading bot: Trekonomics Manu Saadia, 2016-05-31 Manu Saadia has managed to show us one more reason, perhaps the most compelling one of all, why we all need the world of Star Trek to one day become the world we live in. — Chris Black, Writer and Co-Executive Producer, Star Trek: Enterprise What would the world look like if everybody had everything they wanted or needed? Trekonomics, the premier book in financial journalist Felix Salmon's imprint PiperText, approaches scarcity economics by coming at it backwards — through thinking about a universe where scarcity does not exist. Delving deep into the details and intricacies of 24th century society, Trekonomics explores post-scarcity and whether we, as humans, are equipped for it. What are the prospects of automation and artificial intelligence? Is there really no money in Star Trek? Is Trekonomics at all possible? |
| chat gpt stock trading bot: Day Trading Truths and Lies Joe Zordi, Trading is challenging for most people because they simply don't have information, tools or confidence to become successful. This book is important for beginners because it tells it like it is and gives an inside look at trading the financial markets giving you the reality on what the live market is really like, the way they are really run and tells you who runs them and what you need to do as a self-directed beginner to survive in them. Let’s face it, it’s a well-known fact that 97% of brand new self-directed investors and traders fail and lose all of their money, why does this happen? It happens because brand new self-directed traders enter into this business with a bunch of misguided grandiose ideas of making a million dollars from trading and while you can surely make millions of dollars from trading you would need to be using hundreds of millions of dollars of capital to do so, no joke. As a brand new self-directed trader you have no idea of the brutality and volatility that goes on in the live markets on a daily basis and that there are people in the live markets who will walk over dead bodies to get paid so make no mistake as a beginner and think you can go in the live market and beat them, you can’t. What you can do though is properly prepare yourself to trade with the best traders in the world and get paid right along with them instead of paying them. Once you have completed reading this entire book you will have a chance at competing with the best professional traders on the planet. The information in this book will put you on the fast track to being able to make an unlimited income for yourself and becoming consistently profitable enough from trading the financial markets to perhaps even making a living from doing it, isn’t that the type of business you would like to be in? |
| chat gpt stock trading bot: Machine Learning and Data Science Blueprints for Finance Hariom Tatsat, Sahil Puri, Brad Lookabaugh, 2020-10-01 Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and developers will learn how to build machine learning algorithms crucial to the industry. You’ll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP). Ideal for professionals working at hedge funds, investment and retail banks, and fintech firms, this book also delves deep into portfolio management, algorithmic trading, derivative pricing, fraud detection, asset price prediction, sentiment analysis, and chatbot development. You’ll explore real-life problems faced by practitioners and learn scientifically sound solutions supported by code and examples. This book covers: Supervised learning regression-based models for trading strategies, derivative pricing, and portfolio management Supervised learning classification-based models for credit default risk prediction, fraud detection, and trading strategies Dimensionality reduction techniques with case studies in portfolio management, trading strategy, and yield curve construction Algorithms and clustering techniques for finding similar objects, with case studies in trading strategies and portfolio management Reinforcement learning models and techniques used for building trading strategies, derivatives hedging, and portfolio management NLP techniques using Python libraries such as NLTK and scikit-learn for transforming text into meaningful representations |
| chat gpt stock trading bot: Intelligent Asset Management Frank Xing, Erik Cambria, Roy Welsch, 2020-11-26 This book presents a systematic application of recent advances in artificial intelligence (AI) to the problem of asset management. While natural language processing and text mining techniques, such as semantic representation, sentiment analysis, entity extraction, commonsense reasoning, and fact checking have been evolving for decades, finance theories have not yet fully considered and adapted to these ideas. In this unique, readable volume, the authors discuss integrating textual knowledge and market sentiment step-by-step, offering readers new insights into the most popular portfolio optimization theories: the Markowitz model and the Black-Litterman model. The authors also provide valuable visions of how AI technology-based infrastructures could cut the cost of and automate wealth management procedures. This inspiring book is a must-read for researchers and bankers interested in cutting-edge AI applications in finance. |
| chat gpt stock trading bot: Understanding Machine Learning Margaret Nash, 2019-06-18 Machine learning is a branch of computer science concerned with the application of statistical techniques to improve performance of computer systems in the execution of specific tasks. It is significantly used when designing and programming algorithms for operation of computing tasks become ineffective, especially in the detection of network intruders, email filtering, etc. Some of the primary approaches to machine learning include decision tree learning, artificial neural network learning algorithm, deep learning and association rule learning, besides others. Applications of machine learning can extend into the domains of agriculture, bioinformatics, linguistics, marketing, economics, etc. This book elucidates the concepts and innovative models around prospective developments with respect to the field of machine learning. It aims to serve as a resource guide for students and experts alike and contribute to the growth of the discipline. |
Iowa Football | Iowa Hawkeyes fan forums - Hawkeye Beacon
Jun 6, 2025 · Proven Players will be paid the most when IOWA Football divides roughly $15.1M in Revenue Sharing betw the 105 Roster Players.
在使用cursor导入deepseek的API时报错如下所示，该怎么办？ - 知乎
是因为你的验证模型没有选对，你在添加了deepseek-chat模型之后得把 除了deepseek模型之外的所有模型全部取消勾选 ，才会用deepseek的模型去验证，这样你的apikey才会被应用到chat。
deepseek的chat和reasoner功能有何区别？ - 知乎
Chat是陪你唠嗑的“社牛客服”，Reasoner是帮你算账的“理科状元”。 一、定位差异：唠嗑VS算账 Chat 就像火锅店服务员： 能记住你上次点的麻辣锅底，接梗吐槽毫无压力，适合做客服、写段 …
现在这些大模型，哪个在代码编写上表现的最好呀？ - 知乎
2）MarsCode IDE. MarsCode 是豆包旗下的AI智能编程工具，它分为网页版和编程插件。提供以智能代码补全为代表的核心能力，能在编码过程中提供单行或整个函数的建议，同时支持在用 …
chat GPT近 2 年更新了 7 个版本，哪个最好用？ - 知乎
这7个版本基本上涵盖了从ChatGPT刚出世，到现在的最新版本。 但事实上，OpenAI只会开放最新的几个版本给用户，你看下面这张图，现在ChatGPT上可用的模型，其实分为两部分，左边 …
Front Porch Forum
Helping Neighbors Connect. Front Porch Forum is a free community-building service in Vermont and parts of New York.
GA Tech transfer Chazadi ‘Chit-Chat’ Wright has committed to Iowa
Apr 24, 2025 · Here's a couple of insightful articles on our newest playmaker (Chit-Chat) with her own remarks about herself and her new team. Chazadi ‘Chit-Chat’ Wright has committed to …
GA Tech transfer Chazadi ‘Chit-Chat’ Wright has committed to Iowa
Apr 23, 2025 · Frankly I think money is a better explanation of Iowa's portal activity. Iowa was in on Heckel (per Skim), but the rumored price tag was $500k. Chit-Chat's rumored price tag is …
Iowa Hawkeyes fan forums - Hawkeye Beacon
Hawkeye Beacon: Complete football, basketball, baseball and recruiting coverage and breaking news of the University of Iowa Hawkeyes.
GA Tech transfer Chazadi ‘Chit-Chat’ Wright has committed to Iowa
Apr 23, 2025 · I am exciting to see Chit Chat and KF on the court at the same time, from a defensive standpoint. They are going to be very disruptive to opposing teams trying to get into …
Iowa Football | Iowa Hawkeyes fan forums - Hawkeye Beacon
Jun 6, 2025 · Proven Players will be paid the most when IOWA Football divides roughly $15.1M in Revenue Sharing betw the 105 Roster Players.
在使用cursor导入deepseek的API时报错如下所示，该怎么办？ - 知乎
是因为你的验证模型没有选对，你在添加了deepseek-chat模型之后得把 除了deepseek模型之外的所有模型全部取消勾选 ，才会用deepseek的模型去验证，这样你的apikey才会被应用到chat。
deepseek的chat和reasoner功能有何区别？ - 知乎
Chat是陪你唠嗑的“社牛客服”，Reasoner是帮你算账的“理科状元”。 一、定位差异：唠嗑VS算账 Chat 就像火锅店服务员： 能记住你上次点的麻辣锅底，接梗吐槽毫无压力，适合做客服、写段 …
现在这些大模型，哪个在代码编写上表现的最好呀？ - 知乎
2）MarsCode IDE. MarsCode 是豆包旗下的AI智能编程工具，它分为网页版和编程插件。提供以智能代码补全为代表的核心能力，能在编码过程中提供单行或整个函数的建议，同时支持在用 …
chat GPT近 2 年更新了 7 个版本，哪个最好用？ - 知乎
这7个版本基本上涵盖了从ChatGPT刚出世，到现在的最新版本。 但事实上，OpenAI只会开放最新的几个版本给用户，你看下面这张图，现在ChatGPT上可用的模型，其实分为两部分，左边 …
Front Porch Forum
Helping Neighbors Connect. Front Porch Forum is a free community-building service in Vermont and parts of New York.
GA Tech transfer Chazadi ‘Chit-Chat’ Wright has committed to Iowa
Apr 24, 2025 · Here's a couple of insightful articles on our newest playmaker (Chit-Chat) with her own remarks about herself and her new team. Chazadi ‘Chit-Chat’ Wright has committed to …
GA Tech transfer Chazadi ‘Chit-Chat’ Wright has committed to Iowa
Apr 23, 2025 · Frankly I think money is a better explanation of Iowa's portal activity. Iowa was in on Heckel (per Skim), but the rumored price tag was $500k. Chit-Chat's rumored price tag is …
Iowa Hawkeyes fan forums - Hawkeye Beacon
Hawkeye Beacon: Complete football, basketball, baseball and recruiting coverage and breaking news of the University of Iowa Hawkeyes.
GA Tech transfer Chazadi ‘Chit-Chat’ Wright has committed to Iowa
Apr 23, 2025 · I am exciting to see Chit Chat and KF on the court at the same time, from a defensive standpoint. They are going to be very disruptive to opposing teams trying to get into …
