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| crypto trading bot development company: 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. |
| crypto trading bot development company: Game Hacking Nick Cano, 2016-07-01 You don’t need to be a wizard to transform a game you like into a game you love. Imagine if you could give your favorite PC game a more informative heads-up display or instantly collect all that loot from your latest epic battle. Bring your knowledge of Windows-based development and memory management, and Game Hacking will teach you what you need to become a true game hacker. Learn the basics, like reverse engineering, assembly code analysis, programmatic memory manipulation, and code injection, and hone your new skills with hands-on example code and practice binaries. Level up as you learn how to: –Scan and modify memory with Cheat Engine –Explore program structure and execution flow with OllyDbg –Log processes and pinpoint useful data files with Process Monitor –Manipulate control flow through NOPing, hooking, and more –Locate and dissect common game memory structures You’ll even discover the secrets behind common game bots, including: –Extrasensory perception hacks, such as wallhacks and heads-up displays –Responsive hacks, such as autohealers and combo bots –Bots with artificial intelligence, such as cave walkers and automatic looters Game hacking might seem like black magic, but it doesn’t have to be. Once you understand how bots are made, you’ll be better positioned to defend against them in your own games. Journey through the inner workings of PC games with Game Hacking, and leave with a deeper understanding of both game design and computer security. |
| crypto trading bot development company: Algorithmic Trading with Python Chris Conlan, 2020-04-09 Algorithmic Trading with Python discusses modern quant trading methods in Python with a heavy focus on pandas, numpy, and scikit-learn. After establishing an understanding of technical indicators and performance metrics, readers will walk through the process of developing a trading simulator, strategy optimizer, and financial machine learning pipeline. This book maintains a high standard of reprocibility. All code and data is self-contained in a GitHub repo. The data includes hyper-realistic simulated price data and alternative data based on real securities. Algorithmic Trading with Python (2020) is the spiritual successor to Automated Trading with R (2016). This book covers more content in less time than its predecessor due to advances in open-source technologies for quantitative analysis. |
| crypto trading bot development company: 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. |
| crypto trading bot development company: 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. |
| crypto trading bot development company: Hands-On Bitcoin Programming with Python Harish Garg, 2018-08-30 Simplified Python programming for Bitcoin and blockchain Key Features Build Bitcoin applications in Python with the help of simple examples Mine Bitcoins, program Bitcoin-enabled APIs and transaction graphs, and build trading bots Analyze Bitcoin transactions and produce visualizations using Python data analysis tools Book Description Bitcoin is a cryptocurrency that’s changing the face of online payments. Hands-On Bitcoin Programming with Python teaches you to build software applications for mining and creating Bitcoins using Python. This book starts with the basics of both Bitcoin and blockchain and gives you an overview of these inherent concepts by showing you how to build Bitcoin-driven applications with Python. Packed with clear instructions and practical examples, you will learn to understand simple Python coding examples that work with this cryptocurrency. By the end of the book, you’ll be able to mine Bitcoins, accept Bitcoin payments on the app, and work with the basics of blockchain technology to create simply distributed ledgers. What you will learn Master the Bitcoin APIs in Python to manipulate Bitcoin from your Python apps Build your own Bitcoin trading bots to buy Bitcoins at a lower price and sell them at a higher price Write scripts to process Bitcoin payments through a website or app Develop software for Bitcoin mining to create Bitcoin currency on your own computer hardware Create your own keys, addresses, and wallets in Python code Write software to analyze Bitcoin transactions and produce reports, graphs, and other visualizations Who this book is for Hands-On Bitcoin Programming with Python consists of examples that will teach you to build your own Bitcoin application. You will learn to write scripts, build software for mining, and create Bitcoins using Python. Anyone with prior Python experience, who wants to explore Python Bitcoin programming and start building Bitcoin-driven Python apps, will find this book useful. |
| crypto trading bot development company: Blockchain Chicken Farm Xiaowei Wang, 2020-10-13 A New York Times Book Review Editors' Choice A brilliant and empathetic guide to the far corners of global capitalism. --Jenny Odell, author of How to Do Nothing From FSGO x Logic: stories about rural China, food, and tech that reveal new truths about the globalized world In Blockchain Chicken Farm, the technologist and writer Xiaowei Wang explores the political and social entanglements of technology in rural China. Their discoveries force them to challenge the standard idea that rural culture and people are backward, conservative, and intolerant. Instead, they find that rural China has not only adapted to rapid globalization but has actually innovated the technology we all use today. From pork farmers using AI to produce the perfect pig, to disruptive luxury counterfeits and the political intersections of e-commerce villages, Wang unravels the ties between globalization, technology, agriculture, and commerce in unprecedented fashion. Accompanied by humorous “Sinofuturist” recipes that frame meals as they transform under new technology, Blockchain Chicken Farm is an original and probing look into innovation, connectivity, and collaboration in the digitized rural world. FSG Originals × Logic dissects the way technology functions in everyday lives. The titans of Silicon Valley, for all their utopian imaginings, never really had our best interests at heart: recent threats to democracy, truth, privacy, and safety, as a result of tech’s reckless pursuit of progress, have shown as much. We present an alternate story, one that delights in capturing technology in all its contradictions and innovation, across borders and socioeconomic divisions, from history through the future, beyond platitudes and PR hype, and past doom and gloom. Our collaboration features four brief but provocative forays into the tech industry’s many worlds, and aspires to incite fresh conversations about technology focused on nuanced and accessible explorations of the emerging tools that reorganize and redefine life today. |
| crypto trading bot development company: The Future of Finance Henri Arslanian, Fabrice Fischer, 2019-07-15 This book, written jointly by an engineer and artificial intelligence expert along with a lawyer and banker, is a glimpse on what the future of the financial services will look like and the impact it will have on society. The first half of the book provides a detailed yet easy to understand educational and technical overview of FinTech, artificial intelligence and cryptocurrencies including the existing industry pain points and the new technological enablers. The second half provides a practical, concise and engaging overview of their latest trends and their impact on the future of the financial services industry including numerous use cases and practical examples. The book is a must read for any professional currently working in finance, any student studying the topic or anyone curious on how the future of finance will look like. |
| crypto trading bot development company: 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. |
| crypto trading bot development company: Bridal Shower Guest Book Rogue Plus Publishing, 2019-01-14 Your bestfriend said, Yes! and now everybody is excited and anticipating the upcoming wedding. But first comes the bridal shower. After you send out the bridal shower invitations, you'll want to have a fun memento so you can remember those who attended. Turn the bridal shower guests' well wishes into a cherished keepsake the bride will surely love.We have designed our Bridal Shower Guest Book to be:VERSATILE. This Bridal Shower Guest Book is a tool that allows family, relatives and close friends to have a fun experience of listing down their names, addresses, contact numbers and their wishes for the bride. It's also a great help in acknowledging and thanking the people who attended the shower. At the end of the party, the bride will have something to look forward to as she reads the well wishes and inspiring messages from loved ones.LEAVES A REMARKABLE MARK. This is a decisive guest book to use when listing down important wedding guests. Plus, it will be a great keepsake to look back into once the hustle and bustle of wedding-planning is over.ELEGANT AND STYLISH. You'll get inspired writing in this guest book especially when you see how the pages are customized and arranged. We used thick, white paper for a great writing experience.PERFECT SIZE. With its size, its's easy to spot so one will miss to sign. Makes for easy filing on a bookshelf, travel or storage in a cabinet or desk drawer.REFINED COVERS. Be inspired with our collection of party guest books and see our creative designs and sturdy covers.We stand to present good quality journal to cater you the best writing experience with our collections of notebooks. With this Bridal Shower Guest Book, you can be sure that the important people of the family and close friends are listed and acknowledged. Don't miss this copy, get one now! |
| crypto trading bot development company: 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. |
| crypto trading bot development company: The Millionaire Fastlane MJ DeMarco, 2011-01-04 10TH ANNIVERSARY EDITION Is the financial plan of mediocrity -- a dream-stealing, soul-sucking dogma known as The Slowlane your plan for creating wealth? You know how it goes; it sounds a lil something like this: Go to school, get a good job, save 10% of your paycheck, buy a used car, cancel the movie channels, quit drinking expensive Starbucks mocha lattes, save and penny-pinch your life away, trust your life-savings to the stock market, and one day, when you are oh, say, 65 years old, you can retire rich. The mainstream financial gurus have sold you blindly down the river to a great financial gamble: You've been hoodwinked to believe that wealth can be created by recklessly trusting in the uncontrollable and unpredictable markets: the housing market, the stock market, and the job market. This impotent financial gamble dubiously promises wealth in a wheelchair -- sacrifice your adult life for a financial plan that reaps dividends in the twilight of life. Accept the Slowlane as your blueprint for wealth and your financial future will blow carelessly asunder on a sailboat of HOPE: HOPE you can find a job and keep it, HOPE the stock market doesn't tank, HOPE the economy rebounds, HOPE, HOPE, and HOPE. Do you really want HOPE to be the centerpiece for your family's financial plan? Drive the Slowlane road and you will find your life deteriorate into a miserable exhibition about what you cannot do, versus what you can. For those who don't want a lifetime subscription to settle-for-less and a slight chance of elderly riches, there is an alternative; an expressway to extraordinary wealth that can burn a trail to financial independence faster than any road out there. Why jobs, 401(k)s, mutual funds, and 40-years of mindless frugality will never make you rich young. Why most entrepreneurs fail and how to immediately put the odds in your favor. The real law of wealth: Leverage this and wealth has no choice but to be magnetized to you. The leading cause of poorness: Change this and you change everything. How the rich really get rich - and no, it has nothing to do with a paycheck or a 401K match. Why the guru's grand deity - compound interest - is an impotent wealth accelerator. Why the guru myth of do what you love will most likely keep you poor, not rich. And 250+ more poverty busting distinctions... Demand the Fastlane, an alternative road-to-wealth; one that actually ignites dreams and creates millionaires young, not old. Change lanes and find your explosive wealth accelerator. Hit the Fastlane, crack the code to wealth, and find out how to live rich for a lifetime. |
| crypto trading bot development company: Bitcoin and Beyond Malcolm Campbell-Verduyn, 2017-11-28 Since the launch of Bitcoin in 2009 several hundred different ‘cryptocurrencies’ have been developed and become accepted for a wide variety of transactions in leading online commercial marketplaces and the ‘sharing economy’, as well as by more traditional retailers, manufacturers, and even by charities and political parties. Bitcoin and its competitors have also garnered attention for their wildly fluctuating values as well as implication in international money laundering, Ponzi schemes and online trade in illicit goods and services across borders. These and other controversies surrounding cryptocurrencies have induced varying governance responses by central banks, government ministries, international organizations, and industry regulators worldwide. Besides formal attempts to ban Bitcoin, there have been multifaceted efforts to incorporate elements of blockchains, the peer-to-peer technology underlying cryptocurrencies, in the wider exchange, recording, and broadcasting of digital transactions. Blockchains are being mobilized to support and extend an array of governance activities. The novelty and breadth of growing blockchain-based activities have fuelled both utopian promises and dystopian fears regarding applications of the emergent technology to Bitcoin and beyond. This volume brings scholars of anthropology, economics, Science and Technology Studies, and sociology together with GPE scholars in assessing the actual implications posed by Bitcoin and blockchains for contemporary global governance. Its interdisciplinary contributions provide academics, policymakers, industry practitioners and the general public with more nuanced understandings of technological change in the changing character of governance within and across the borders of nation-states. |
| crypto trading bot development company: Systematic Trading Robert Carver, 2015-09-14 This is not just another book with yet another trading system. This is a complete guide to developing your own systems to help you make and execute trading and investing decisions. It is intended for everyone who wishes to systematise their financial decision making, either completely or to some degree. Author Robert Carver draws on financial theory, his experience managing systematic hedge fund strategies and his own in-depth research to explain why systematic trading makes sense and demonstrates how it can be done safely and profitably. Every aspect, from creating trading rules to position sizing, is thoroughly explained. The framework described here can be used with all assets, including equities, bonds, forex and commodities. There is no magic formula that will guarantee success, but cutting out simple mistakes will improve your performance. You'll learn how to avoid common pitfalls such as over-complicating your strategy, being too optimistic about likely returns, taking excessive risks and trading too frequently. Important features include: - The theory behind systematic trading: why and when it works, and when it doesn't. - Simple and effective ways to design effective strategies. - A complete position management framework which can be adapted for your needs. - How fully systematic traders can create or adapt trading rules to forecast prices. - Making discretionary trading decisions within a systematic framework for position management. - Why traditional long only investors should use systems to ensure proper diversification, and avoid costly and unnecessary portfolio churn. - Adapting strategies depending on the cost of trading and how much capital is being used. - Practical examples from UK, US and international markets showing how the framework can be used. Systematic Trading is detailed, comprehensive and full of practical advice. It provides a unique new approach to system development and a must for anyone considering using systems to make some, or all, of their investment decisions. |
| crypto trading bot development company: Algorithmic and High-Frequency Trading Álvaro Cartea, Sebastian Jaimungal, José Penalva, 2015-08-06 The design of trading algorithms requires sophisticated mathematical models backed up by reliable data. In this textbook, the authors develop models for algorithmic trading in contexts such as executing large orders, market making, targeting VWAP and other schedules, trading pairs or collection of assets, and executing in dark pools. These models are grounded on how the exchanges work, whether the algorithm is trading with better informed traders (adverse selection), and the type of information available to market participants at both ultra-high and low frequency. Algorithmic and High-Frequency Trading is the first book that combines sophisticated mathematical modelling, empirical facts and financial economics, taking the reader from basic ideas to cutting-edge research and practice. If you need to understand how modern electronic markets operate, what information provides a trading edge, and how other market participants may affect the profitability of the algorithms, then this is the book for you. |
| crypto trading bot development company: 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 |
| crypto trading bot development company: High-Frequency Trading Irene Aldridge, 2013-04-22 A fully revised second edition of the best guide to high-frequency trading High-frequency trading is a difficult, but profitable, endeavor that can generate stable profits in various market conditions. But solid footing in both the theory and practice of this discipline are essential to success. Whether you're an institutional investor seeking a better understanding of high-frequency operations or an individual investor looking for a new way to trade, this book has what you need to make the most of your time in today's dynamic markets. Building on the success of the original edition, the Second Edition of High-Frequency Trading incorporates the latest research and questions that have come to light since the publication of the first edition. It skillfully covers everything from new portfolio management techniques for high-frequency trading and the latest technological developments enabling HFT to updated risk management strategies and how to safeguard information and order flow in both dark and light markets. Includes numerous quantitative trading strategies and tools for building a high-frequency trading system Address the most essential aspects of high-frequency trading, from formulation of ideas to performance evaluation The book also includes a companion Website where selected sample trading strategies can be downloaded and tested Written by respected industry expert Irene Aldridge While interest in high-frequency trading continues to grow, little has been published to help investors understand and implement this approach—until now. This book has everything you need to gain a firm grip on how high-frequency trading works and what it takes to apply it to your everyday trading endeavors. |
| crypto trading bot development company: Profits in the Stock Market H. M. Gartley, 1935-05 |
| crypto trading bot development company: Encyclopedia of Chart Patterns Thomas N. Bulkowski, 2011-03-10 In this revised and expanded second edition of the bestselling Encyclopedia of Chart Patterns, Thomas Bulkowski updates the classic with new performance statistics for both bull and bear markets and 23 new patterns, including a second section devoted to ten event patterns. Bulkowski tells you how to trade the significant events -- such as quarterly earnings announcements, retail sales, stock upgrades and downgrades -- that shape today?s trading and uses statistics to back up his approach. This comprehensive new edition is a must-have reference if you're a technical investor or trader. Place your order today. The most complete reference to chart patterns available. It goes where no one has gone before. Bulkowski gives hard data on how good and bad the patterns are. A must-read for anyone that's ever looked at a chart and wondered what was happening. -- Larry Williams, trader and author of Long-Term Secrets to Short-Term Trading |
| crypto trading bot development company: Quantitative Trading Systems, Second Edition Howard Bandy, 2011-06-02 |
| crypto trading bot development company: Building Winning Algorithmic Trading Systems, + Website Kevin J. Davey, 2014-07-21 Develop your own trading system with practical guidance and expert advice In Building Algorithmic Trading Systems: A Trader's Journey From Data Mining to Monte Carlo Simulation to Live Training, award-winning trader Kevin Davey shares his secrets for developing trading systems that generate triple-digit returns. With both explanation and demonstration, Davey guides you step-by-step through the entire process of generating and validating an idea, setting entry and exit points, testing systems, and implementing them in live trading. You'll find concrete rules for increasing or decreasing allocation to a system, and rules for when to abandon one. The companion website includes Davey's own Monte Carlo simulator and other tools that will enable you to automate and test your own trading ideas. A purely discretionary approach to trading generally breaks down over the long haul. With market data and statistics easily available, traders are increasingly opting to employ an automated or algorithmic trading system—enough that algorithmic trades now account for the bulk of stock trading volume. Building Algorithmic Trading Systems teaches you how to develop your own systems with an eye toward market fluctuations and the impermanence of even the most effective algorithm. Learn the systems that generated triple-digit returns in the World Cup Trading Championship Develop an algorithmic approach for any trading idea using off-the-shelf software or popular platforms Test your new system using historical and current market data Mine market data for statistical tendencies that may form the basis of a new system Market patterns change, and so do system results. Past performance isn't a guarantee of future success, so the key is to continually develop new systems and adjust established systems in response to evolving statistical tendencies. For individual traders looking for the next leap forward, Building Algorithmic Trading Systems provides expert guidance and practical advice. |
| crypto trading bot development company: 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 |
| crypto trading bot development company: Robot Love Ine Gevers, 2018 Robot love is an international Expo Experience at the crossroad of art, design and technology. During a 10 week period in the autumn of 2018 Robot love offers three main programme components to the public: a large scale exhibition with works by international artists, a publication, a public programme including the All-Inclusive Cyborg Catwalk, and the Robot cafe.--Colophon |
| crypto trading bot development company: Deep Learning for Coders with fastai and PyTorch Jeremy Howard, Sylvain Gugger, 2020-06-29 Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala |
| crypto trading bot development company: Crowdfunding: Overview of the Industry, Regulation and Role of Crowdfunding in the Venture Startup Igor Micic, 2015-02 This book aims to take stock and systemize existing knowledge on crowdfunding while providing overview of the industry, its regulatory environment and advancing the insight into the role of crowdfunding in the startup lifecycle. It is adopting an exploratory and phenomenon-based approach which is deemed appropriate when investigating rather new phenomena. Furthermore, the research combines survey and interview methodologies to assess the opinion and real-world behavior of different stakeholders in crowdfunding marketplace and identify gaps requiring further academic consideration. Empirical data was gathered using multiple interactive web-based questionnaires distributed to different stakeholders and “informed general public” mainly through the social networks (Linkedin, Facebook and Twitter) and direct solicitation of entrepreneurial associations, networks and online communities. The study conducted relies on both qualitative and quantitative analysis in attempt to find data patterns useful in future research and establish some managerial and policymaker recommendations based on limited evidence collected. The work adds value to this field through a 3-fold contribution: Taking a look at crowdfunding through the prism of SWOT analysis of the practice itself and Porter’s 5 forces analysis of crowdfunding platforms industry. Providing evidence in favor of implementing various degrees of regulation based on different crowdfunding categories, using the Italian case of equity-based crowdfunding regulation as a model. Finally, it yields some interesting findings on relevance of crowdfunding in the venture startup while pointing out key motivators which make entrepreneurs consider this fundraising option. In addition, related policymaker/managerial implications are exposed and academic literature updated with reference to contemporary developments in this dynamic field. |
| crypto trading bot development company: How to Day Trade Ross Cameron, 2015-10-29 Success as a day trader will only come to 10 percent of those who try. It’s important to understand why most traders fail so that you can avoid those mistakes. The day traders who lose money in the market are losing because of a failure to either choose the right stocks, manage risk, and find proper entries or follow the rules of a proven strategy. In this book, I will teach you trading techniques that I personally use to profit from the market. Before diving into the trading strategies, we will first build your foundation for success as a trader by discussing the two most important skills you can possess. I like to say that a day trader is two things: a hunter of volatility and a manager of risk. I’ll explain how to find predictable volatility and how to manage your risk so you can make money and be right only 50 percent of the time. We turn the tables by putting the odds for success in your favor. By picking up this book, you show dedication to improve your trading. This by itself sets you apart from the majority of beginner traders. |
| crypto trading bot development company: The World's First Stock Exchange Lodewijk Petram, 2014-05-27 This account of the sophisticated financial hub that was 17th-century Amsterdam “does a fine job of bringing history to life” (Library Journal). The launch of the Dutch East India Company in 1602 initiated Amsterdam’s transformation from a regional market town into a dominant financial center. The Company introduced easily transferable shares, and within days buyers had begun to trade them. Soon the public was engaging in a variety of complex transactions, including forwards, futures, options, and bear raids, and by 1680 the techniques deployed in the Amsterdam market were as sophisticated as any we practice today. Lodewijk Petram’s award-winning history demystifies financial instruments by linking today’s products to yesterday’s innovations, tying the market’s operation to the behavior of individuals and the workings of the world around them. Traveling back in time, Petram visits the harbor and other places where merchants met to strike deals. He bears witness to the goings-on at a notary’s office and sits in on the consequential proceedings of a courtroom. He describes in detail the main players, investors, shady characters, speculators, and domestic servants and other ordinary folk, who all played a role in the development of the market and its crises. His history clarifies concerns that investors still struggle with today—such as fraud, the value of information, trust and the place of honor, managing diverging expectations, and balancing risk—and does so in a way that is vivid, relatable, and critical to understanding our contemporary world. |
| crypto trading bot development company: Algorithmic Trading & DMA Barry Johnson, 2010 |
| crypto trading bot development company: Japanese Candlestick Charting Techniques Steve Nison, 2001-11-01 The ultimate guide to a critical tool for mastering the financial markets A longstanding form of technical analysis, Japanese candlestick charts are a dynamic and increasingly popular technical tool for traders of all skill levels. Known for its versatility, this ancient charting can be fused with every other technical tool available, including traditional Western technical analysis. Japanese Candlestick Charting Techniques is the most comprehensive and trusted guide to this essential technique. Informed by years of research from a pioneer trader, this book covers everything you need to know, including hundreds of examples that show how candlestick techniques can be used in all of today’s markets. This totally updated revision focuses on the needs of today’s traders and investors with: • All new charts including more intra-day markets • New candlestick charting techniques • More focus on active trading for swing, online and day traders • New Western techniques in combination with candles • A greater spotlight on capital preservation. From speculation and hedging to futures and equities, candlestick charting is the next level up for both amateur day traders and seasoned technicians, and this book provides expert guidance for putting it into action. |
| crypto trading bot development company: Encyclopedia of Candlestick Charts Thomas N. Bulkowski, 2012-06-14 Following in the footsteps of author Thomas Bulkowski’s bestselling Encyclopedia of Chart Patterns—and structured in the same way—this easy-to-read and -use resource takes an in-depth look at 103 candlestick formations, from identification guidelines and statistical analysis of their behavior to detailed trading tactics. Encyclopedia of Candlestick Charts also includes chapters that contain important discoveries and statistical summaries, as well as a glossary of relevant terms and a visual index to make candlestick identification easy. |
| crypto trading bot development company: 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). |
| crypto trading bot development company: Digital Business Strategies in Blockchain Ecosystems Umit Hacioglu, 2019-11-09 This book analyzes the effects of the latest technological advances in blockchain and artificial intelligence (AI) on business operations and strategies. Adopting an interdisciplinary approach, the contributions examine new developments that change the rules of traditional management. The chapters focus mainly on blockchain technologies and digital business in the Industry 4.0 context, covering such topics as accounting, digitalization and use of AI in business operations and cybercrime. Intended for academics, blockchain experts, students and practitioners, the book helps business strategists design a path for future opportunities. |
| crypto trading bot development company: OECD Sovereign Borrowing Outlook 2021 OECD, 2021-05-20 This edition of the OECD Sovereign Borrowing Outlook reviews developments in response to the COVID-19 pandemic for government borrowing needs, funding conditions and funding strategies in the OECD area. |
| crypto trading bot development company: Mastering Ethereum Andreas M. Antonopoulos, Gavin Wood Ph.D., 2018-11-13 Ethereum represents the gateway to a worldwide, decentralized computing paradigm. This platform enables you to run decentralized applications (DApps) and smart contracts that have no central points of failure or control, integrate with a payment network, and operate on an open blockchain. With this practical guide, Andreas M. Antonopoulos and Gavin Wood provide everything you need to know about building smart contracts and DApps on Ethereum and other virtual-machine blockchains. Discover why IBM, Microsoft, NASDAQ, and hundreds of other organizations are experimenting with Ethereum. This essential guide shows you how to develop the skills necessary to be an innovator in this growing and exciting new industry. Run an Ethereum client, create and transmit basic transactions, and program smart contracts Learn the essentials of public key cryptography, hashes, and digital signatures Understand how wallets hold digital keys that control funds and smart contracts Interact with Ethereum clients programmatically using JavaScript libraries and Remote Procedure Call interfaces Learn security best practices, design patterns, and anti-patterns with real-world examples Create tokens that represent assets, shares, votes, or access control rights Build decentralized applications using multiple peer-to-peer (P2P) components |
| crypto trading bot development company: Emotional Banking Duena Blomstrom, 2018-03-16 Banking is under threat. Despite access to fast-paced technology known as FinTech, an antiquated business model and internal organizational paralysis do not allow for the creation of a truly beloved brand and are stifling change. To survive and thrive when their competition is catching up, banks must understand the principles behind Emotional Banking—a cultural change concept that brings the consumer to the center of rethinking banking products and delivery. This book starts with a history of the space then moves into an overview of what FinTech is. After discussing the state of banking today including stories from the biggest names in the industry, the concept of Emotional Banking and Brand are introduced as an answer to the problems outlined above. It concludes with examples of best practices and a hands-on approach on how to change the inertia, become a brand and make customers fall in love with their bank. Some of the questions this book tackles include: · Why don’t banks “care”? · How many banks will survive? · What is FinTech and why does it matter? · Can Banks become beloved brands and find their way to the consumer’s heart? · Why is there a disconnect between what we say and what we do in the industry? · Is inertia in banking a result of broken internal culture? · Which big brand or challenger will be at the top in 5 years? |
| crypto trading bot development company: The Man Who Solved the Market Gregory Zuckerman, 2019-11-05 NEW YORK TIMES BESTSELLER Shortlisted for the Financial Times/McKinsey Business Book of the Year Award The unbelievable story of a secretive mathematician who pioneered the era of the algorithm--and made $23 billion doing it. Jim Simons is the greatest money maker in modern financial history. No other investor--Warren Buffett, Peter Lynch, Ray Dalio, Steve Cohen, or George Soros--can touch his record. Since 1988, Renaissance's signature Medallion fund has generated average annual returns of 66 percent. The firm has earned profits of more than $100 billion; Simons is worth twenty-three billion dollars. Drawing on unprecedented access to Simons and dozens of current and former employees, Zuckerman, a veteran Wall Street Journal investigative reporter, tells the gripping story of how a world-class mathematician and former code breaker mastered the market. Simons pioneered a data-driven, algorithmic approach that's sweeping the world. As Renaissance became a market force, its executives began influencing the world beyond finance. Simons became a major figure in scientific research, education, and liberal politics. Senior executive Robert Mercer is more responsible than anyone else for the Trump presidency, placing Steve Bannon in the campaign and funding Trump's victorious 2016 effort. Mercer also impacted the campaign behind Brexit. The Man Who Solved the Market is a portrait of a modern-day Midas who remade markets in his own image, but failed to anticipate how his success would impact his firm and his country. It's also a story of what Simons's revolution means for the rest of us. |
| crypto trading bot development company: Dead Astronauts Jeff VanderMeer, 2019-12-03 A 2020 LOCUS AWARD FINALIST Jeff VanderMeer's Dead Astronauts presents a City with no name of its own where, in the shadow of the all-powerful Company, lives human and otherwise converge in terrifying and miraculous ways. At stake: the fate of the future, the fate of Earth—all the Earths. A messianic blue fox who slips through warrens of time and space on a mysterious mission. A homeless woman haunted by a demon who finds the key to all things in a strange journal. A giant leviathan of a fish, centuries old, who hides a secret, remembering a past that may not be its own. Three ragtag rebels waging an endless war for the fate of the world against an all-powerful corporation. A raving madman who wanders the desert lost in the past, haunted by his own creation: an invisible monster whose name he has forgotten and whose purpose remains hidden. |
| crypto trading bot development company: Mastering Bitcoin Andreas M. Antonopoulos, 2017-06-12 Join the technological revolution that’s taking the financial world by storm. Mastering Bitcoin is your guide through the seemingly complex world of bitcoin, providing the knowledge you need to participate in the internet of money. Whether you’re building the next killer app, investing in a startup, or simply curious about the technology, this revised and expanded second edition provides essential detail to get you started. Bitcoin, the first successful decentralized digital currency, is still in its early stages and yet it’s already spawned a multi-billion-dollar global economy open to anyone with the knowledge and passion to participate. Mastering Bitcoin provides the knowledge. You simply supply the passion. The second edition includes: A broad introduction of bitcoin and its underlying blockchain—ideal for non-technical users, investors, and business executives An explanation of the technical foundations of bitcoin and cryptographic currencies for developers, engineers, and software and systems architects Details of the bitcoin decentralized network, peer-to-peer architecture, transaction lifecycle, and security principles New developments such as Segregated Witness, Payment Channels, and Lightning Network A deep dive into blockchain applications, including how to combine the building blocks offered by this platform into higher-level applications User stories, analogies, examples, and code snippets illustrating key technical concepts |
| crypto trading bot development company: Learning FPGAs Justin Rajewski, 2017-08-16 Learn how to design digital circuits with FPGAs (field-programmable gate arrays), the devices that reconfigure themselves to become the very hardware circuits you set out to program. With this practical guide, author Justin Rajewski shows you hands-on how to create FPGA projects, whether you’re a programmer, engineer, product designer, or maker. You’ll quickly go from the basics to designing your own processor. Designing digital circuits used to be a long and costly endeavor that only big companies could pursue. FPGAs make the process much easier, and now they’re affordable enough even for hobbyists. If you’re familiar with electricity and basic electrical components, this book starts simply and progresses through increasingly complex projects. Set up your environment by installing Xilinx ISE and the author’s Mojo IDE Learn how hardware designs are broken into modules, comparable to functions in a software program Create digital hardware designs and learn the basics on how they’ll be implemented by the FPGA Build your projects with Lucid, a beginner-friendly hardware description language, based on Verilog, with syntax similar to C/C++ and Java |
| crypto trading bot development company: The Little Book of Behavioral Investing James Montier, 2010-03-30 A detailed guide to overcoming the most frequently encountered psychological pitfalls of investing Bias, emotion, and overconfidence are just three of the many behavioral traits that can lead investors to lose money or achieve lower returns. Behavioral finance, which recognizes that there is a psychological element to all investor decision-making, can help you overcome this obstacle. In The Little Book of Behavioral Investing, expert James Montier takes you through some of the most important behavioral challenges faced by investors. Montier reveals the most common psychological barriers, clearly showing how emotion, overconfidence, and a multitude of other behavioral traits, can affect investment decision-making. Offers time-tested ways to identify and avoid the pitfalls of investor bias Author James Montier is one of the world's foremost behavioral analysts Discusses how to learn from our investment mistakes instead of repeating them Explores the behavioral principles that will allow you to maintain a successful investment portfolio Written in a straightforward and accessible style, The Little Book of Behavioral Investing will enable you to identify and eliminate behavioral traits that can hinder your investment endeavors and show you how to go about achieving superior returns in the process. Praise for The Little Book Of Behavioral Investing The Little Book of Behavioral Investing is an important book for anyone who is interested in understanding the ways that human nature and financial markets interact. —Dan Ariely, James B. Duke Professor of Behavioral Economics, Duke University, and author of Predictably Irrational In investing, success means¿being on the right side of most trades. No book provides a better starting point toward that goal than this one. —Bruce Greenwald, Robert Heilbrunn Professor of Finance and Asset Management, Columbia Business School 'Know thyself.' Overcoming human instinct is key to becoming a better investor.¿ You would be irrational if you did not read this book. —Edward Bonham-Carter, Chief Executive and Chief Investment Officer, Jupiter Asset Management There is not an investor anywhere who wouldn't profit from reading this book. —Jeff Hochman, Director of Technical Strategy, Fidelity Investment Services Limited James Montier gives us a very accessible version of why we as investors are so predictably irrational, and a guide to help us channel our 'Inner Spock' to make better investment decisions. Bravo! —John Mauldin, President, Millennium Wave Investments |
[ PDF Database Document ] - BTCC Cryptocurrency Exchange
Our investigation has led us to the following nine bots as being among the best available. We’ll now explain how the best ai crypto platforms work, including supported exchanges, fees, …
Top Trading Bot Development Companies to Watch in 2025
In this blog, we’ll break down what crypto trading bots are, why choosing the right development artner matters, and highlight the top companies making waves in the industry. What is a …
Automated Cryptocurrency Trading System - Theseus
This thesis describes the research, development, and implementation of an au-tomated cryptocurrency trading system, sometimes also referred to as a trading bot. This system allows …
Automated Cryptocurrency Trading Bot Implementing DRL
Motivated by the factors mentioned, this research aims to develop a stable, accurate, and robust automated trading system that implements a deep neural network and reinforcement learning …
Academic Report 5 - framerusercontent.com
In an era where cryptocurrency trading has transcended traditional financial boundaries, the AI Arbitrage Bot (A2B) emerges as a pioneering force, engineered to democratize access to the …
Trading Cryptocurrencies Using Automated Algorithmic Bot
The Automated platform for trading is designed as an bot interface which will take input from the user— allocate the instructions-place the order-check for the market price on crypto-to-crypto …
4Trade: Non Custodial Arbitrage BOT - blockchainconsortium.ch
4Trade is an automatic Bot Platform powered by precise and freshly harvested data, gathered form the selected Exchanges and updated every second. The data, processed by a proprietary …
DEVELOPMENT OF A CRYPTOCURRENCY BOT REPORT
CONTENTS 9.1.6.6 Bust and Recovery, and Bust and Recovery (2018-Present). . . . . . . . . . . . . . . . . . . . . . . . . 69 9.1.7 Types of cryptocurrency ...
Revolutionize AI Trading Bots with AutoML-Based Multi
In this research, we present a study on developing a model to enable artificial intelligent-based trading bots to predict price components (open, high, low, and close prices) of the next 30-min, …
DEVELOPING AN ALGORITHMIC TRADING BOT - Theseus
This project employs two methods to make trading decisions: using existing trading indicators as well as using a Machine Learning model to predict the price and acting accordingly. The aim of …
Python for Algorithmic Trading - tpq.io
three popular electronic trading platforms: Oanda (CFD trading), Interactive Brokers (stock and options trading) and Gemini (cryptocurrency trading); it also provides convenient wrapper …
TRADING BOT DEVELOPMENT - owntweet.com
In this guide, we'll walk you through eight simple steps on how to create a cryptocurrency trading bot that can automatically execute trades based on your defined parameters. So fasten your …
Algorithmic Trading Bot - itm-conferences.org
Our project aims to further this revolution in the markets of tomorrow by providing an effective and efficient solution to overcome the drawbacks faced due to manual trading by building an …
Flash Loan Arbitrage Bot - SSRN
Abstract – The Flash Loan Arbitrage bot project entails creating a bot that can use flash loans to perform lucrative arbitrage trades across many decentralised exchanges. To ease arbitrage …
Profitable Strategy Design for Trades on Cryptocurrency …
provides a platform for trading various cryptocurrencies. As of April 2021, Binance was the largest cryptocurrency exchange in the world in terms of trading volume (Top Cryptocurrency Spot …
More crypt o t radi ng bot s on B i nance - Finxter
Welcome to the course - More crypto trading bots on Binance, which is an extension of the first course Creating Your First Simple Crypto-Trading Bot with Binance API. In this course, we will …
The Future of Trading: Why You Should Consider Trading Bot …
one powerful option is to create your own crypto trading bot, tailored to your specific goals. Such bots help in analyzing market data, detecting reasonable price trends, and executing orders at
UNITED STATES DISTRICT COURT WESTERN DISTRICT OF …
These materials and recorded video presentations by Braga falsely claimed that Trade Coin Club had successfully developed and was earning profits from an automated crypto asset trading …
THE FUTURE OF MONEY IS HERE AND IT’S ONLY JUST BEG
SMBs see the potential of crypto to address their top financial pain points. 82% of SMBs say crypto can help solve at least one of the pain points their business faces, up from 68% a year …
[ PDF Database Document ] - BTCC Cryptocurrency Exchange
Our investigation has led us to the following nine bots as being among the best available. We’ll now explain how the best ai crypto platforms work, including supported exchanges, fees, target …
Top Trading Bot Development Companies to Watch in 2025
In this blog, we’ll break down what crypto trading bots are, why choosing the right development artner matters, and highlight the top companies making waves in the industry. What is a Crypto …
Automated Cryptocurrency Trading System - Theseus
This thesis describes the research, development, and implementation of an au-tomated cryptocurrency trading system, sometimes also referred to as a trading bot. This system allows …
Automated Cryptocurrency Trading Bot Implementing DRL
Motivated by the factors mentioned, this research aims to develop a stable, accurate, and robust automated trading system that implements a deep neural network and reinforcement learning …
Trading Bot A graduate project submitted in partial …
The objective of this project is to make a trading bot in python to facilitate trading. The bot will run on its own and try to make accurate trades that will result in an accumulation of currency for …
Academic Report 5 - framerusercontent.com
In an era where cryptocurrency trading has transcended traditional financial boundaries, the AI Arbitrage Bot (A2B) emerges as a pioneering force, engineered to democratize access to the …
Trading Cryptocurrencies Using Automated Algorithmic Bot
The Automated platform for trading is designed as an bot interface which will take input from the user— allocate the instructions-place the order-check for the market price on crypto-to-crypto …
4Trade: Non Custodial Arbitrage BOT - blockchainconsortium.ch
4Trade is an automatic Bot Platform powered by precise and freshly harvested data, gathered form the selected Exchanges and updated every second. The data, processed by a proprietary …
DEVELOPMENT OF A CRYPTOCURRENCY BOT REPORT
CONTENTS 9.1.6.6 Bust and Recovery, and Bust and Recovery (2018-Present). . . . . . . . . . . . . . . . . . . . . . . . . 69 9.1.7 Types of cryptocurrency ...
Revolutionize AI Trading Bots with AutoML-Based Multi
In this research, we present a study on developing a model to enable artificial intelligent-based trading bots to predict price components (open, high, low, and close prices) of the next 30-min, …
DEVELOPING AN ALGORITHMIC TRADING BOT - Theseus
This project employs two methods to make trading decisions: using existing trading indicators as well as using a Machine Learning model to predict the price and acting accordingly. The aim of …
Python for Algorithmic Trading - tpq.io
three popular electronic trading platforms: Oanda (CFD trading), Interactive Brokers (stock and options trading) and Gemini (cryptocurrency trading); it also provides convenient wrapper …
TRADING BOT DEVELOPMENT - owntweet.com
In this guide, we'll walk you through eight simple steps on how to create a cryptocurrency trading bot that can automatically execute trades based on your defined parameters. So fasten your …
Algorithmic Trading Bot - itm-conferences.org
Our project aims to further this revolution in the markets of tomorrow by providing an effective and efficient solution to overcome the drawbacks faced due to manual trading by building an …
Flash Loan Arbitrage Bot - SSRN
Abstract – The Flash Loan Arbitrage bot project entails creating a bot that can use flash loans to perform lucrative arbitrage trades across many decentralised exchanges. To ease arbitrage …
Profitable Strategy Design for Trades on Cryptocurrency …
provides a platform for trading various cryptocurrencies. As of April 2021, Binance was the largest cryptocurrency exchange in the world in terms of trading volume (Top Cryptocurrency Spot …
More crypt o t radi ng bot s on B i nance - Finxter
Welcome to the course - More crypto trading bots on Binance, which is an extension of the first course Creating Your First Simple Crypto-Trading Bot with Binance API. In this course, we will …
The Future of Trading: Why You Should Consider Trading …
one powerful option is to create your own crypto trading bot, tailored to your specific goals. Such bots help in analyzing market data, detecting reasonable price trends, and executing orders at
UNITED STATES DISTRICT COURT WESTERN DISTRICT OF …
These materials and recorded video presentations by Braga falsely claimed that Trade Coin Club had successfully developed and was earning profits from an automated crypto asset trading …
THE FUTURE OF MONEY IS HERE AND IT’S ONLY JUST BEG
SMBs see the potential of crypto to address their top financial pain points. 82% of SMBs say crypto can help solve at least one of the pain points their business faces, up from 68% a year …
