Advertisement
| automated trading on robinhood: Option Volatility & Pricing: Advanced Trading Strategies and Techniques Sheldon Natenberg, 1994-08 Provides a thorough discussion of volatility, the most important aspect of options trading. Shows how to identify mispriced options and to construct volatility and delta neutral spreads. |
| automated trading on robinhood: Algorithmic Trading Ernie Chan, 2013-05-28 Praise for Algorithmic TRADING “Algorithmic Trading is an insightful book on quantitative trading written by a seasoned practitioner. What sets this book apart from many others in the space is the emphasis on real examples as opposed to just theory. Concepts are not only described, they are brought to life with actual trading strategies, which give the reader insight into how and why each strategy was developed, how it was implemented, and even how it was coded. This book is a valuable resource for anyone looking to create their own systematic trading strategies and those involved in manager selection, where the knowledge contained in this book will lead to a more informed and nuanced conversation with managers.” —DAREN SMITH, CFA, CAIA, FSA, Managing Director, Manager Selection & Portfolio Construction, University of Toronto Asset Management “Using an excellent selection of mean reversion and momentum strategies, Ernie explains the rationale behind each one, shows how to test it, how to improve it, and discusses implementation issues. His book is a careful, detailed exposition of the scientific method applied to strategy development. For serious retail traders, I know of no other book that provides this range of examples and level of detail. His discussions of how regime changes affect strategies, and of risk management, are invaluable bonuses.” —ROGER HUNTER, Mathematician and Algorithmic Trader |
| automated trading on robinhood: Hands-On Machine Learning for Algorithmic Trading Stefan Jansen, 2018-12-31 Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and Keras Key FeaturesImplement machine learning algorithms to build, train, and validate algorithmic modelsCreate your own algorithmic design process to apply probabilistic machine learning approaches to trading decisionsDevelop neural networks for algorithmic trading to perform time series forecasting and smart analyticsBook Description The explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This book enables you to use a broad range of supervised and unsupervised algorithms to extract signals from a wide variety of data sources and create powerful investment strategies. This book shows how to access market, fundamental, and alternative data via API or web scraping and offers a framework to evaluate alternative data. You'll practice the ML workflow from model design, loss metric definition, and parameter tuning to performance evaluation in a time series context. You will understand ML algorithms such as Bayesian and ensemble methods and manifold learning, and will know how to train and tune these models using pandas, statsmodels, sklearn, PyMC3, xgboost, lightgbm, and catboost. This book also teaches you how to extract features from text data using spaCy, classify news and assign sentiment scores, and to use gensim to model topics and learn word embeddings from financial reports. You will also build and evaluate neural networks, including RNNs and CNNs, using Keras and PyTorch to exploit unstructured data for sophisticated strategies. Finally, you will apply transfer learning to satellite images to predict economic activity and use reinforcement learning to build agents that learn to trade in the OpenAI Gym. What you will learnImplement machine learning techniques to solve investment and trading problemsLeverage market, fundamental, and alternative data to research alpha factorsDesign and fine-tune supervised, unsupervised, and reinforcement learning modelsOptimize portfolio risk and performance using pandas, NumPy, and scikit-learnIntegrate machine learning models into a live trading strategy on QuantopianEvaluate strategies using reliable backtesting methodologies for time seriesDesign and evaluate deep neural networks using Keras, PyTorch, and TensorFlowWork with reinforcement learning for trading strategies in the OpenAI GymWho this book is for Hands-On Machine Learning for Algorithmic Trading is for data analysts, data scientists, and Python developers, as well as investment analysts and portfolio managers working within the finance and investment industry. If you want to perform efficient algorithmic trading by developing smart investigating strategies using machine learning algorithms, this is the book for you. Some understanding of Python and machine learning techniques is mandatory. |
| automated trading on robinhood: Automated Trading with R Chris Conlan, 2016-09-28 Learn to trade algorithmically with your existing brokerage, from data management, to strategy optimization, to order execution, using free and publicly available data. Connect to your brokerage’s API, and the source code is plug-and-play. Automated Trading with R explains automated trading, starting with its mathematics and moving to its computation and execution. You will gain a unique insight into the mechanics and computational considerations taken in building a back-tester, strategy optimizer, and fully functional trading platform. The platform built in this book can serve as a complete replacement for commercially available platforms used by retail traders and small funds. Software components are strictly decoupled and easily scalable, providing opportunity to substitute any data source, trading algorithm, or brokerage. This book will: Provide a flexible alternative to common strategy automation frameworks, like Tradestation, Metatrader, and CQG, to small funds and retail traders Offer an understanding of the internal mechanisms of an automated trading system Standardize discussion and notation of real-world strategy optimization problems What You Will Learn Understand machine-learning criteria for statistical validity in the context of time-series Optimize strategies, generate real-time trading decisions, and minimize computation time while programming an automated strategy in R and using its package library Best simulate strategy performance in its specific use case to derive accurate performance estimates Understand critical real-world variables pertaining to portfolio management and performance assessment, including latency, drawdowns, varying trade size, portfolio growth, and penalization of unused capital Who This Book Is For Traders/practitioners at the retail or small fund level with at least an undergraduate background in finance or computer science; graduate level finance or data science students |
| automated trading on robinhood: High-Performance Algorithmic Trading Using AI Melick R. Baranasooriya, 2024-08-08 DESCRIPTION High-Performance Algorithmic Trading using AI is a comprehensive guide designed to empower both beginners and experienced professionals in the finance industry. This book equips you with the knowledge and tools to build sophisticated, high-performance trading systems. It starts with basics like data preprocessing, feature engineering, and ML. Then, it moves to advanced topics, such as strategy development, backtesting, platform integration using Python for financial modeling, and the implementation of AI models on trading platforms. Each chapter is crafted to equip readers with actionable skills, ranging from extracting insights from vast datasets to developing and optimizing trading algorithms using Python's extensive libraries. It includes real-world case studies and advanced techniques like deep learning and reinforcement learning. The book wraps up with future trends, challenges, and opportunities in algorithmic trading. Become a proficient algorithmic trader capable of designing, developing, and deploying profitable trading systems. It not only provides theoretical knowledge but also emphasizes hands-on practice and real-world applications, ensuring you can confidently navigate and leverage AI in your trading strategies. KEY FEATURES ● Master AI and ML techniques to enhance algorithmic trading strategies. ● Hands-on Python tutorials for developing and optimizing trading algorithms. ● Real-world case studies showcasing AI applications in diverse trading scenarios. WHAT YOU WILL LEARN ● Develop AI-powered trading algorithms for enhanced decision-making and profitability. ● Utilize Python tools and libraries for financial modeling and analysis. ● Extract actionable insights from large datasets for informed trading decisions. ● Implement and optimize AI models within popular trading platforms. ● Apply risk management strategies to safeguard and optimize investments. ● Understand emerging technologies like quantum computing and blockchain in finance. WHO THIS BOOK IS FOR This book is for financial professionals, analysts, traders, and tech enthusiasts with a basic understanding of finance and programming. TABLE OF CONTENTS 1. Introduction to Algorithmic Trading and AI 2. AI and Machine Learning Basics for Trading 3. Essential Elements in AI Trading Algorithms 4. Data Processing and Analysis 5. Simulating and Testing Trading Strategies 6. Implementing AI Models with Trading Platforms 7. Getting Prepared for Python Development 8. Leveraging Python for Trading Algorithm Development 9. Real-world Examples and Case Studies 10. Using LLMs for Algorithmic Trading 11. Future Trends, Challenges, and Opportunities |
| automated trading on robinhood: 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. |
| automated trading on robinhood: Rich Dad's Guide to Investing Robert T. Kiyosaki, Sharon L. Lechter, 2001-01-15 Rich Dad's Guide to Investing is a guide to understanding the real earning power of money by learning some of the investing secrets of the wealthy. |
| automated trading on robinhood: The Complete Penny Stock Course Jamil Ben Alluch, 2018-04-09 You can learn trading penny stocks from the masses and become part of the 90% of traders who lose money in the stock market, or you can learn from the Best. The Complete Penny Stock Course is based on Timothy Sykes’, various training programs. His strategies have helped individuals like Tim Grittani, Michael Goode and Stephen Dux become millionaires within a couple of years. This course aims to teach you how to become a consistently profitable trader, by taking Tim’s profit-making strategies with penny stocks and presenting them in a well-structured learning format. You’ll start by getting acquainted with the concepts of market and trading psychology. Then you’ll get into the basics of day trading, how to manage your risk and the tools that will help you become profitable. Along the way, you’ll learn strategies and techniques to become consistent in your gains and develop your own trading techniques. What’s inside: - Managing expectations and understanding the market, - Understanding the psychology of trading and how it affects you, - Learning the basics of day trading, - Learning the mechanics of trading penny stocks, - Risk management and how to take safe positions, - How to trade through advanced techniques - Developing your own profitable trading strategy - Real world examples and case studies No prior trading experience is required. |
| automated trading on robinhood: 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. |
| automated trading on robinhood: 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. |
| automated trading on robinhood: 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. |
| automated trading on robinhood: A Wealth of Common Sense Ben Carlson, 2015-06-22 A simple guide to a smarter strategy for the individual investor A Wealth of Common Sense sheds a refreshing light on investing, and shows you how a simplicity-based framework can lead to better investment decisions. The financial market is a complex system, but that doesn't mean it requires a complex strategy; in fact, this false premise is the driving force behind many investors' market mistakes. Information is important, but understanding and perspective are the keys to better decision-making. This book describes the proper way to view the markets and your portfolio, and show you the simple strategies that make investing more profitable, less confusing, and less time-consuming. Without the burden of short-term performance benchmarks, individual investors have the advantage of focusing on the long view, and the freedom to construct the kind of portfolio that will serve their investment goals best. This book proves how complex strategies essentially waste these advantages, and provides an alternative game plan for those ready to simplify. Complexity is often used as a mechanism for talking investors into unnecessary purchases, when all most need is a deeper understanding of conventional options. This book explains which issues you actually should pay attention to, and which ones are simply used for an illusion of intelligence and control. Keep up with—or beat—professional money managers Exploit stock market volatility to your utmost advantage Learn where advisors and consultants fit into smart strategy Build a portfolio that makes sense for your particular situation You don't have to outsmart the market if you can simply outperform it. Cut through the confusion and noise and focus on what actually matters. A Wealth of Common Sense clears the air, and gives you the insight you need to become a smarter, more successful investor. |
| automated trading on robinhood: 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. |
| automated trading on robinhood: 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. |
| automated trading on robinhood: The Complete Guide to Day Trading Markus Heitkoetter, 2008 Learn the Art of Day Trading With a Practical Hands-On Approach |
| automated trading on robinhood: Invest Diva’s Guide to Making Money in Forex: How to Profit in the World’s Largest Market Kiana Danial, 2013-07-05 Q: Ladies, Do YOU Have What It Takes To Become A Forex Diva? A: Yes, You Do. With this incredible new step-by-step guide, investing pro and TV personality Kiana Danial shows you exactly how to understand and take advantage of foreign currency trading. Years ago, the author discovered that women in Japan were making a fortune trading currencies on the foreign exchange (forex) market. These ladies were not investment professionals or financial wizards; they were ordinary individuals who simply learned how the online currency exchange market works--and mastered it. Now you can do the same. In fact, you're about to see just how easy it can be to trade on the largest and most liquid financial market in the world. Kiana Danial spent years studying the habits of investors and discovered that women frequently make smarter, wiser, and less-risky investment choices than their male counterparts. This is precisely why she founded InvestDiva.com--the woman's guide to smart, safe, and profitable trading. By tapping into women's intuitive knack for multitasking and risk management, the author demonstrates why a woman's natural skill sets make her uniquely equipped to reap the enormous rewards of this extremely lucrative field. Invest Diva will show you: How the global currency market works Why social, political, and cultural events shape trading The smartest short- and long-term strategies Best practices for navigating the economic calendar Plus, you'll learn how to identify investment opportunities and spot trends using the five points of the Invest Diva Diamond: * Technical Analysis * Fundamental Analysis * Sentimental Analysis * Capital Analysis * Overall Analysis From her popular blog to her worldwide TV and web presence, Danial has become famous for making complex topics fun and easy to understand via simple, everyday analogies. With Invest Diva, she shows women everywhere the stress-free way to trade currencies--without ever leaving home. What the Boys of Wall Street don't want you to know . . . After years of studying the principles of the foreign currency exchange market, financial expert and financial correspondent Kiana Danial gets to the bottom of today's most curious investment phenomenon: Why are women suddenly making a fortune trading currencies? The answer is inside this book, along with a roadmap designed to show you how and why forex can work for you. Kiana Danial breaks down a sophisticated foreign exchange market with memorable analogies that can help the most financially illiterate person understand and gain passion in following the markets the way Ms. Danial does. -- FAN YANG, CMT, CEO, FXTimes.com A must-read if you're considering trading any market or need to know more about trading the forex market. Kiana is an experienced market analyst and a gifted communicator whose book confirms what a lot of men are coming to realize--that women have an edge in trading because they understand the value of analyzing and planning before they risk their time and money. -- JAY NORRIS, founder, Trading University, and author of Mastering the Currency Market and Mastering Trade Selection and Management |
| automated trading on robinhood: Securities Market Issues for the 21st Century Merritt B. Fox, 2018 |
| automated trading on robinhood: Bringing Down the House Ben Mezrich, 2002-12-02 The #1 national bestseller, now a major motion picture, 21—the amazing inside story about a gambling ring of M.I.T. students who beat the system in Vegas—and lived to tell how. Robin Hood meets the Rat Pack when the best and the brightest of M.I.T.’s math students and engineers take up blackjack under the guidance of an eccentric mastermind. Their small blackjack club develops from an experiment in counting cards on M.I.T.’s campus into a ring of card savants with a system for playing large and winning big. In less than two years they take some of the world’s most sophisticated casinos for more than three million dollars. But their success also brings with it the formidable ire of casino owners and launches them into the seedy underworld of corporate Vegas with its private investigators and other violent heavies. |
| automated trading on robinhood: The Super Traders Alan Rubenfeld, 1995 A behind-the-scenes look at some of the biggest traders on Wall Street, including Victor Trader Vic Sperandeo, Jon Dr. J. Najarian, Denny Engleman, Chuck Feldman, Dudley Eppel, Bob Scavone, Steve Bodurtha, James Mangan, Joe Apisa, Frank Masij & Frank Baxter. Filled with war stories & fascinating personal accounts, the book is both an entertaining read & a treasure chest of market wisdom. The traders discuss how they grew from rank beginners on Wall Street to today's Super Traders disclosing their trading philosophies & strategies. An excellent book for traders at all levels, The Super Traders is destined to become a financial market classic. Highlights includes: Valuable insights into options trading, hedge fund trading, sales trading, buy-side trading, third-market trading block trading & more; The insider's perspectives on what really happened during the crash of 87 & other major market events; Behind-the-scenes accounts of Wall Street's wizards. |
| automated trading on robinhood: Following the Trend Andreas F. Clenow, 2012-11-21 During bull and bear markets, there is a group of hedge funds and professional traders which have been consistently outperforming traditional investment strategies for the past 30 odd years. They have shown remarkable uncorrelated performance and in the great bear market of 2008 they had record gains. These traders are highly secretive about their proprietary trading algorithms and often employ top PhDs in their research teams. Yet, it is possible to replicate their trading performance with relatively simplistic models. These traders are trend following cross asset futures managers, also known as CTAs. Many books are written about them but none explain their strategies in such detail as to enable the reader to emulate their success and create their own trend following trading business, until now. Following the Trend explains why most hopefuls fail by focusing on the wrong things, such as buy and sell rules, and teaches the truly important parts of trend following. Trading everything from the Nasdaq index and T-bills to currency crosses, platinum and live hogs, there are large gains to be made regardless of the state of the economy or stock markets. By analysing year by year trend following performance and attribution the reader will be able to build a deep understanding of what it is like to trade futures in large scale and where the real problems and opportunities lay. Written by experienced hedge fund manager Andreas Clenow, this book provides a comprehensive insight into the strategies behind the booming trend following futures industry from the perspective of a market participant. The strategies behind the success of this industry are explained in great detail, including complete trading rules and instructions for how to replicate the performance of successful hedge funds. You are in for a potentially highly profitable roller coaster ride with this hard and honest look at the positive as well as the negative sides of trend following. |
| automated trading on robinhood: Whoosh Goes the Market Daniel Scott Souleles, 2024 A vivid, fast-paced inside look at financial markets, the people who work on them, and how technology is changing their world (and ours). Markets are messy, and no one knows this better than traders who work tirelessly to predict what they will do next. In Whoosh Goes the Market, Daniel Scott Souleles takes us into the day-to-day experiences of a team at a large trading firm, revealing what it's actually like to make and lose money on contemporary capital markets. The traders Souleles shadows have mostly moved out of the pits and now work with automated, glitch-prone computer systems. They remember the days of trading manually, and they are suspicious of algorithmically driven machine-learning systems. Openly musing about their own potential extinction, they spend their time expressing fear and frustration in profanity-laced language. With Souleles as our guide, we learn about everything from betting strategies to inflated valuations, trading swings, and market manipulation. This crash course in contemporary finance vividly reveals the existential anxiety at the evolving front lines of American capitalism. |
| automated trading on robinhood: How to Master Stock Trading: Strategies, Psychology, and Financial Success , 2023-09-26 How to Master Stock Trading: Strategies, Psychology, and Financial Success A Comprehensive Guide to Achieving Excellence in the Stock Market In the ever-evolving world of finance and investment, the quest for success in trading stocks is a journey that demands not only a strong will but also a profound understanding of the intricate tapestry of financial markets. Welcome to Mastering the Art of Stock Trading: A Comprehensive Guide to Achieving Success. This 200-page manual is meticulously crafted to serve as your guiding light through the labyrinth of stock trading, offering a treasure trove of knowledge, strategies, and insights to empower you on your path to financial mastery. This comprehensive guide is the culmination of extensive research and unwavering dedication to providing traders and investors with a reliable roadmap to navigate the complex world of stock trading. Whether you are a novice trader seeking to embark on your trading journey or a seasoned investor looking to sharpen your skills and strategies, this manual is tailored to meet your needs. The following 15 chapters represent a carefully curated compendium of knowledge that delves deep into every facet of stock trading, from the fundamentals to advanced strategies. Each chapter is meticulously designed to provide a holistic understanding of the subject matter, ensuring that you not only grasp the 'what' but also the 'why' behind every concept and technique presented. Chapter 1: The Fundamentals of Stock Trading lays the groundwork, offering a comprehensive introduction to stocks and equities, their fundamental concepts, and the different types of stocks you may encounter in the market. Chapter 2: Getting Started guides you through the essential steps of setting financial goals, assessing your risk tolerance, and creating a solid financial plan. It also helps you navigate the complex landscape of brokerage options and account setup. Chapter 3: Market Analysis delves into the critical aspects of fundamental and technical analysis, equipping you with the skills to evaluate companies, read financial statements, and understand technical indicators. Chapter 4: Developing a Trading Strategy focuses on risk management, position sizing, and the formulation of trading plans to maximize your chances of success. It also addresses the psychological aspects of trading. Chapter 5: Stock Selection is dedicated to helping you identify the right stocks to trade, from screening for potential stocks to evaluating company performance and understanding entry and exit points. Chapter 6: Trading Tools and Platforms introduces you to the various trading software, platforms, and order types available, ensuring you make informed decisions about your trading tools. Chapter 7: Executing Trades explores market orders, instant execution, and strategies for placing and managing orders. It also emphasizes the importance of risk management through stop-loss and take-profit orders. Chapter 8: Risk Management offers in-depth insights into position sizing, risk percentage allocation, and portfolio diversification strategies to protect your capital. Chapter 9: Trading Psychology delves into the emotional aspects of trading, offering techniques for managing emotions, recognizing biases, and staying disciplined during turbulent market conditions. Chapter 10: Advanced Strategies takes your trading to the next level with options and futures trading, providing an understanding of their basics, risks, and rewards. Chapter 11: Monitoring and Analysis helps you track your portfolio performance, set performance metrics, and use portfolio tracking tools to evaluate your trading strategies. Chapter 12: Legal and Regulatory Considerations covers securities regulations, insider trading laws, and market manipulation regulations, ensuring you trade within the boundaries of the law. Chapter 13: Building a Winning Mindset delves into visualization, mindfulness, and techniques for maintaining motivation and consistency in your trading journey. Chapter 14: Case Studies offers insights into successful traders' stories, their journeys, key strategies, and lessons learned, providing real-world examples to inspire and educate. Chapter 15: Resources and Further Reading wraps up the manual by recommending books, online courses, forums, and educational websites to continue your learning journey. Throughout this manual, you will find well-researched, well-supported, and unique content, presented in a high-level, newspaper-editorial style. Each chapter is a thread in the tapestry of your trading education, weaving together the knowledge and skills needed to succeed in the dynamic world of stock trading. As you embark on this enriching journey through the chapters of Mastering the Art of Stock Trading, remember that trading is not a destination but a continuous quest for growth and excellence. This manual is your trusted companion, providing you with the tools and wisdom to navigate the financial markets with confidence and competence. May your trading endeavors be guided by knowledge, discipline, and a passion for the art of trading stocks. |
| automated trading on robinhood: 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 |
| automated trading on robinhood: Mastering the Trade, Second Edition: Proven Techniques for Profiting from Intraday and Swing Trading Setups John F. Carter, 2012-02-03 The essential guide to launching a successful career in trading—updated for today’s turbulent markets “Mastering the Trade is an excellent source for a basic understanding of market action, be it day and/or longer-term trend trading. A programmer will have a field day with the many ideas that are in this book. It is highly recommended.” —John Hill, president of Futures Truth magazine “John Carter’s new book focuses quickly on the critical area of trader psychology, a realm that will often separate the trader from his wallet if it is not mastered first. The in-depth trading strategies clearly show how to respond to market moves based on real-world examples.” —Price Headley, founder of BigTrends.com and author of Big Trends in Trading “Well written and packed with the kind of insight about the nature of trading and the markets that can surely benefit every level of trader.” —Mark Douglas, author of Trading in the Zone and The Disciplined Trader “This is a must read for all new traders, specifically for the psychological aspect of trading. I am recommending it to all of my clients.” —Carolyn Boroden, FibonacciQueen.com About the Book: When it was first published in 2005, Mastering the Trade became an instant classic in the world of day trading. Now, veteran day trader and educator John F. Carter has updated his time-proven swing trading technique to help you succeed in an environment vastly transformed by volatility and technology. Universally acclaimed for its sophisticated yet easy-to-execute methods, this practical, results-driven guide provides everything you need to make a lucrative career as a day trader—from preparing yourself psychologically for the unique demands of day trading to timing the market, managing risk, and planning future trades. Mastering the Trade sets aside timeworn basics and rehashed ideas to examine in detail the underlying factors that cause prices to move. Providing the tools you need to make the right decisions at the right times, it helps you enter market shifts early and either pull out before losses accrue or hang on for a long and refreshingly predictable ride. Mastering the Trade covers: The five psychological truths that will transform you from a mistake-prone novice into a savvy trading professional Exact entry, exit, and stop-loss levels for the intraday trading of stocks, options, ETFs, e-mini futures, 30-year bonds, currencies, and more Seven key internals, from $TICKS to five-minute volume—critical for gauging pending market direction from the opening bell Premarket checklists for analyzing recent market behavior and calculating on each trading day what you plan to do, how you plan to do it, and why Airtight risk control techniques for protecting trading capital—the most important component of a professional trading career After spending many years on various trading desks, Carter has developed an intuitive understanding of how the markets work. In Mastering the Trade, he gives you unlimited access to everything the markets have taught him—so you can make an exceptional living on the frontlines of professional trading. |
| automated trading on robinhood: Making Money Peet van Biljon, Alexandra Lajoux, 2020-01-20 How much do you really know about money? Everyone uses it, but few know how it really works. Most books about money focus on specific aspects. This book breaks through the usual silos to present money as a broad social technology that serves the current needs of society. It reviews the latest developments in financial technology including cryptocurrency, blockchain, and the prospect of a cashless future; and clears up many misconceptions in the process. Starting with a very brief history, the authors provide insights on how money is made; why money has value and what can change its value; how central banks, treasuries, foreign exchange, lending, and blockchain work; why you may be trading against robots; and privacy and security issues in an increasingly cashless society that will change our lives. While written for a broad audience, this book is also essential reading for students entering courses in the area of business finance, or money and banking. |
| automated trading on robinhood: Volatility Trading, + website Euan Sinclair, 2008-06-23 In Volatility Trading, Sinclair offers you a quantitative model for measuring volatility in order to gain an edge in your everyday option trading endeavors. With an accessible, straightforward approach. He guides traders through the basics of option pricing, volatility measurement, hedging, money management, and trade evaluation. In addition, Sinclair explains the often-overlooked psychological aspects of trading, revealing both how behavioral psychology can create market conditions traders can take advantage of-and how it can lead them astray. Psychological biases, he asserts, are probably the drivers behind most sources of edge available to a volatility trader. Your goal, Sinclair explains, must be clearly defined and easily expressed-if you cannot explain it in one sentence, you probably aren't completely clear about what it is. The same applies to your statistical edge. If you do not know exactly what your edge is, you shouldn't trade. He shows how, in addition to the numerical evaluation of a potential trade, you should be able to identify and evaluate the reason why implied volatility is priced where it is, that is, why an edge exists. This means it is also necessary to be on top of recent news stories, sector trends, and behavioral psychology. Finally, Sinclair underscores why trades need to be sized correctly, which means that each trade is evaluated according to its projected return and risk in the overall context of your goals. As the author concludes, while we also need to pay attention to seemingly mundane things like having good execution software, a comfortable office, and getting enough sleep, it is knowledge that is the ultimate source of edge. So, all else being equal, the trader with the greater knowledge will be the more successful. This book, and its companion CD-ROM, will provide that knowledge. The CD-ROM includes spreadsheets designed to help you forecast volatility and evaluate trades together with simulation engines. |
| automated trading on robinhood: Automated Stock Trading Systems: A Systematic Approach for Traders to Make Money in Bull, Bear and Sideways Markets Laurens Bensdorp, 2020-03-31 Consistent, benchmark-beating growth, combined with reduced risk, are the Holy Grail of traders everywhere. Laurens Bensdorp has been achieving both for more than a decade. By combining multiple quantitative trading systems that perform well in different types of markets--bull, bear, or sideways--his overall systematized and automated system delivers superlative results regardless of overall market behavior. In his second book, Automated Stock Trading Systems, Bensdorp details a non-correlated, multi-system approach you can understand and build to suit yourself. Using historical price action to develop statistical edges, his combined, automated systems have been shown to deliver simulated consistent high double-digit returns with very low draw downs for the last 24 years, no matter what the market indices have done. By following his approach, traders can achieve reliable, superlative returns without excessive risk. |
| automated trading on robinhood: Trend Following Mindset Michael Covel, 2021-04-20 Trend Following Mindset brings to life the timeless conversations between Tom Basso and Michael Covel originally featured on Michael’s renowned Trend Following podcast. In these profound and enlightening exchanges, Tom shares with Michael his deep wisdom on trading, business, life, and the how and why of his mindset. Tom Basso, dubbed Mr. Serenity by Jack Schwager, is one of the most experienced and knowledgeable trend-following traders in the world today—a trading legend who lives life to the fullest. Tom’s most important trend following research papers are presented together for the first time, delivering a treasure trove of trading insights. Michael also pulls from Tom his perspective on: How to get started in trading; What trend following is, and how and why it works so well; Constructing your trading system; Position sizing and account management; The work-life balance of a trader; The transition from independent trader to professional money manager; and so much more. Trend Following Mindset will teach you the mindset of one of the great trend followers. Most important of all, it will show you how to do as Tom does … and enjoy the ride. |
| automated trading on robinhood: Day Trading Justin Kuepper, 2015-04-10 All You'll Ever Need to Trade from Home When most people hear the term day trader, they imagine the stock market floor packed with people yelling 'Buy' and 'Sell' - or someone who went for broke and ended up just that. These days, investing isn't just for the brilliant or the desperate—it's a smart and necessary move to ensure financial wellbeing. To the newcomer, day trading can be a confusing process: where do you begin, and how can you approach trading in a careful yet effective way? With Day Trading you'll get the basics, then: Learn the Truth About Trading Understand The Psychology of Trading Master Charting and Pattern-recognition Study Trading Options Establish Trading Strategies & Money Management Day Trading will let you make the most out of the free market from the comfort of your own computer. |
| automated trading on robinhood: Choose FI Chris Mamula, Brad Barrett, Jonathan Mendonsa, 2019-10 Now available for Pre-Order! A common resolution set at the beginning of a new year is to get my financial house in order. But how can you build a house, let alone pour any kind of foundation, without a blueprint? There are dozens of books and gurus trying to push their advice and tell you how to spend and invest your money. And then, there are three suburban dads just trying to make the world a little bit better. Meet Brad Barrett and Jonathan Mendonsa of the award-winning ChooseFI podcast and Chris Mamula of the popular blog Can I Retire Yet?. They have walked the talk and now want to share their knowledge with you. Together, these three regular guys will show you how they did something extraordinary. They are all financially independent and doing meaningful work that fulfills them. All three left their corporate 9 to 5 jobs and are reaping the benefits of extra time with their families. Mirroring the format of the popular ChooseFI podcast, this book pulls from the collective knowledge of those who have decided to build a lifestyle around their passions instead of allowing their finances to dictate their future. These stories demonstrate universal principles, giving you the opportunity to pick the elements that are the most applicable to your financial situation and choose your own adventure. The book covers a wide range of topics that will help you build a strong financial foundation: Developing a growth mindset Defining your values and aligning them with your spending Cutting years from your estimated retirement date Questioning the status quo on required expenses Cutting travel expenses and putting family vacations within your reach Learning how to earn more and live with abundance Updating the commonly accepted wisdom on college education and the debt associated with it Cutting through the noise on investing to discover strategies that work Showing how to implement investment strategies that enable the lifestyle you desire while controlling downside risk FI or Financial Independence is the new debt-free and getting back to 0 is just the beginning of a wonderful journey. Whether you have mountains of debt now or are recently debt free and wondering what to do next, Choose FI: Your Blueprint to Financial Independence will give you the information to guide your next move. |
| automated trading on robinhood: Data Pipelines with Apache Airflow Bas P. Harenslak, Julian de Ruiter, 2021-04-27 This book teaches you how to build and maintain effective data pipelines. Youll explore the most common usage patterns, including aggregating multiple data sources, connecting to and from data lakes, and cloud deployment. -- |
| automated trading on robinhood: Contrarian Investment Strategies David Dreman, 2012-01-10 Introduces important new findings in psychology to demonstrate why most investment strategies are flawed, outlining atypical strategies designed to prevent over- and under-valuations while crash-proofing a portfolio. |
| automated trading on robinhood: Mechanical Trading Systems Earik Beann, 2013-10-01 |
| automated trading on robinhood: Pandas Cookbook Theodore Petrou, 2017-10-23 Over 95 hands-on recipes to leverage the power of pandas for efficient scientific computation and data analysis About This Book Use the power of pandas to solve most complex scientific computing problems with ease Leverage fast, robust data structures in pandas to gain useful insights from your data Practical, easy to implement recipes for quick solutions to common problems in data using pandas Who This Book Is For This book is for data scientists, analysts and Python developers who wish to explore data analysis and scientific computing in a practical, hands-on manner. The recipes included in this book are suitable for both novice and advanced users, and contain helpful tips, tricks and caveats wherever necessary. Some understanding of pandas will be helpful, but not mandatory. What You Will Learn Master the fundamentals of pandas to quickly begin exploring any dataset Isolate any subset of data by properly selecting and querying the data Split data into independent groups before applying aggregations and transformations to each group Restructure data into tidy form to make data analysis and visualization easier Prepare real-world messy datasets for machine learning Combine and merge data from different sources through pandas SQL-like operations Utilize pandas unparalleled time series functionality Create beautiful and insightful visualizations through pandas direct hooks to Matplotlib and Seaborn In Detail This book will provide you with unique, idiomatic, and fun recipes for both fundamental and advanced data manipulation tasks with pandas. Some recipes focus on achieving a deeper understanding of basic principles, or comparing and contrasting two similar operations. Other recipes will dive deep into a particular dataset, uncovering new and unexpected insights along the way. The pandas library is massive, and it's common for frequent users to be unaware of many of its more impressive features. The official pandas documentation, while thorough, does not contain many useful examples of how to piece together multiple commands like one would do during an actual analysis. This book guides you, as if you were looking over the shoulder of an expert, through practical situations that you are highly likely to encounter. Many advanced recipes combine several different features across the pandas library to generate results. Style and approach The author relies on his vast experience teaching pandas in a professional setting to deliver very detailed explanations for each line of code in all of the recipes. All code and dataset explanations exist in Jupyter Notebooks, an excellent interface for exploring data. |
| automated trading on robinhood: The Adoption of Fintech Syed Hasan Jafar, Hemachandran K, Shakeb Akhtar, Parvez Alam Khan, Hani El-Chaarani, 2024-06-19 The term Fintech is a combination of the words “financial” and “technology,” which is now a real business need. However, there are limited books covering holistic aspects from adoption to the future of Fintech. This book directs readers on how to adopt Fintech, develop regulation and risk frameworks, implement it in financial services, address ethical dilemmas, and sustain improvements. The anticipated challenges are developing trust, security, privacy, and a regulated environment without compromising profitability and financial stability. The anticipated solution is strengthening the governance, use of unbreachable technologies, risk management, consumer data protection, and sustainable practices. This book is recommended for stakeholders, especially Fintech scholars, practitioners, and policymakers. It provides holistic insight and opportunities to support Fintech developments for the betterment of the economy and society. Fintech is defined as injecting technology into the area of finance for better security, speed, and customer experience. This book provides readers with direct case studies for better understanding. In addition, it explains the regulation and usage of Fintech in daily transactions. Readers are shown how Fintech has an imperative role in financial analysis, Insurtech, and the share market. |
| automated trading on robinhood: Democratizing Finance Fred Block, Robert Hockett, 2022-02-08 What if our financial system were organized to the benefit of the many rather than simply empowering the few? Robert Hockett and Fred Block argue that an entirely different financial system is both desirable and possible. They outline concrete steps that could get us there. Financial systems move the worlds savings from investment to investment, chasing the highest rates of return. They run on profit. But what if investment went to the enterprises or institutions that provided things that the majority of people would prioritize? Democratizing Finance includes six responses that seek to amend, elaborate, and challenge the arguments developed by Hockett and Block. Some of the core arguments put forward by other contributors include calls for the rapid elimination of private financial entities, the dilemmas of the politics associated with financial reforms, and the fate of parallel proposals advanced in the US in the 1930s. |
| automated trading on robinhood: The Emerald Handbook of Fintech H. Kent Baker, Greg Filbeck, Keith Black, 2024-10-04 The Emerald Handbook of Fintech offers a detailed, user-friendly examination of the technologies and products reshaping the financial technology industry from leading global scholars and practitioners. |
| automated trading on robinhood: Options as a Strategic Investment L. G. McMillan, Lawrence G. McMillan, 1993 This blockbuster bestseller--more than 100,000 copies sold--is considered to be the bible of options trading. Now completely revised and updated to encompass all the latest options trading vehicles, it supplies traders and serious investors with an abundance of new, strategic opportunities for managing their investments. Examples make clear the power of each strategy in carefully defined market condition. |
| automated trading on robinhood: Dual Momentum Investing: An Innovative Strategy for Higher Returns with Lower Risk Gary Antonacci, 2014-11-21 The investing strategy that famously generates higher returns with substantially reduced risk--presented by the investor who invented it A treasure of well researched momentum-driven investing processes. Gregory L. Morris, Chief Technical Analyst and Chairman, Investment Committee of Stadion Money Management, LLC, and author of Investing with the Trend Dual Momentum Investing details the author’s own momentum investing method that combines U.S. stock, world stock, and aggregate bond indices--a formula proven to dramatically increase profits while lowering risk. Antonacci reveals how momentum investors could have achieved long-run returns nearly twice as high as the stock market over the past 40 years, while avoiding or minimizing bear market losses--and he provides the information and insight investors need to achieve such success going forward. His methodology is designed to pick up on major changes in relative strength and market trend. Gary Antonacci has over 30 years experience as an investment professional focusing on under exploited investment opportunities. In 1990, he founded Portfolio Management Consultants, which advises private and institutional investors on asset allocation, portfolio optimization, and advanced momentum strategies. He writes and runs the popular blog and website optimalmomentum.com. Antonacci earned his MBA at Harvard. |
| automated trading on robinhood: Financial Residency Ryan Inman, Taylor Inman, 2020-05-03 This book is everything you need to plan for your financial future and avoid paying tens of thousands of dollars to a financial advisor.A financial plan will guide you during good and bad times, ups and downs of the market, job changes, and financial setbacks. Creating a financial plan is not all about money, budgeting, and investing. It's about enabling you to live the life you truly want.As you progress through your career in medicine, you have never been taught how to prepare for a healthy financial future, leaving you vulnerable to being sold products you don't need or working so hard that you experience burnout.Physicians are the smartest people on the planet when it comes to medicine, so why not finances too? Let's change the dynamic between money and medicine and help you live your ideal life. |
Automated Case Information
Apr 1, 2025 · Welcome to the Automated Case Information System. The following information relates to the primary case …
AUTOMATED Definition & Meaning - Merriam-Webster
The meaning of AUTOMATED is operated automatically. How to use automated in a sentence.
AUTOMATED | English meaning - Cambridge Dictionary
AUTOMATED definition: 1. carried out by machines or computers without needing human control: 2. carried out by …
Automated - definition of automated by The Free Dictionary
Define automated. automated synonyms, automated pronunciation, automated translation, English dictionary definition of …
AUTOMATED definition and meaning | Collins English Dictionary
An automated factory, office, or process uses machines to do the work instead of people. The equipment was made on highly …
Automated Case Information
Apr 1, 2025 · Welcome to the Automated Case Information System. The following information relates to the primary case only. Please contact your local court if you need bond hearing …
AUTOMATED Definition & Meaning - Merriam-Webster
The meaning of AUTOMATED is operated automatically. How to use automated in a sentence.
AUTOMATED | English meaning - Cambridge Dictionary
AUTOMATED definition: 1. carried out by machines or computers without needing human control: 2. carried out by machines…. Learn more.
Automated - definition of automated by The Free Dictionary
Define automated. automated synonyms, automated pronunciation, automated translation, English dictionary definition of automated. v. au·to·mat·ed , au·to·mat·ing , au·to·mates v. tr. 1. …
AUTOMATED definition and meaning | Collins English Dictionary
An automated factory, office, or process uses machines to do the work instead of people. The equipment was made on highly automated production lines.
AUTOMATE Definition & Meaning | Dictionary.com
Automate definition: to apply the principles of automation to (a mechanical process, industry, office, etc.).. See examples of AUTOMATE used in a sentence.
What does automated mean? - Definitions.net
Automated refers to a system, process, or piece of equipment that is operated with minimal or no human intervention, often using software or other technology to perform tasks or functions. …
Automatic vs. Automated — What’s the Difference?
Feb 22, 2024 · Automatic processes operate without human intervention, often based on pre-set mechanisms, while automated systems are designed to perform tasks autonomously using …
Automate - Definition, Meaning & Synonyms | Vocabulary.com
When you design a machine to complete a process once done by a human, you automate the process. Standardized tests once had to be graded by hand, now they're automated, i.e. done …
What Is Automation? | IBM
Jun 6, 2025 · Automation is the application of technology, programs, robotics or processes to achieve outcomes with minimal human input.
