The Traders Code

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The Trader's Code

Author : Abhishek Ninaniya
Publisher :
ISBN 13 :
Total Pages : 280 pages
Book Rating : 4.6/5 (931 download)

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Book Synopsis The Trader's Code by : Abhishek Ninaniya

Download or read book The Trader's Code written by Abhishek Ninaniya and published by . This book was released on 2020-10-09 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: At Last! The Secrets of Successful Stock Trading Revealed...It's time to turn it all aroundWhether you've struggled with your trading, or have been pretty good at it so far, We have good news -You can now learn the real secrets of trading successfully in the stock market, revealed step by step, by Abhishek Ninaniya, Founder of Multiplier Wealth.Abhishek Ninaniya's latest e-book contains the secrets, tools and techniques, insights and methodologies that will transform the way you trade. This book has been co-authored and fully edited by renowned author Dr. Sudhir Dixit who has written more than 20 popular books including the Kindle Bestsellers 'Dear Traders, There is Magic in RSI' and 'How to See a Breakout Before It Really Happens'.This amazing e-book reveals such topics as: Insider Tricks Used by Professional TradersHow to screen stocks that are about to explode higherReading Financial Statements & ResultsHow to Make big profits with Trend AnalysisMaking money simple trading strategies that workValuations Analysis & Moat InvestingTrend Analysis- The Ultimate KeyReversal & Continuation Chart Patterns Momentum Indicators That WorkIntraday & BTST Trading StrategiesAnalysing the stock for fundamentalsHow to Avoid Costly Mistakes Made by Most Traders & InvestorsMedium/Long Term InvestingFree tools that can transform your tradingPrecisely when to buy and when to sellHow to grow your money the smart and easy wayRules to Master The Trader Within- and more!Traders Code can be termed a master class on making money in stock market. This book will equip you with the skills and temperament to make you market ready. It reveals our time-tested and practical trading & Investing strategies which are easy to understand and implement: Packed with more than 100 real market examples and charts, this book shows you how to approach the market every single trading day like a winner, equipped with appropriate technical expertise and supreme self-confidence.

Weekend Trend Trader

Author : Nick Radge
Publisher : Radge Publishing
ISBN 13 :
Total Pages : pages
Book Rating : 4./5 ( download)

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Book Synopsis Weekend Trend Trader by : Nick Radge

Download or read book Weekend Trend Trader written by Nick Radge and published by Radge Publishing. This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The Weekend Trend Trader is a trading strategy designed for people who want a simple to follow trading plan that trades just once a week. An ideal investment strategy for people who work full time but are actively planning for their retirement. Weekend Trend Trader is designed for and tested on the US stock Market. The Weekend Trend Trader strategy is a turnkey strategy that uses no discretion. In other words the strategy has a set of rules and users should understand why they entered a trade and when and how they will exit. Because the rules are strictly and mathematically defined we are able to back test the strategy on historical data. This enables us to understand the strategy’s nuances and therefore better understand how the journey to success will be travelled. The strategy is a combination of several tools that: * ensures you will always be aligned with the trend of the broader market * enters positions at specific points and with reasonable confirmation * manages existing positions with a trailing stop loss * defends existing positions if the trend of the broader market reverses * outlines how much to invest in each position. We will fully step through each of these points in detail and slowly build the system from the ground up.

Machine Learning for Algorithmic Trading

Author : Stefan Jansen
Publisher : Packt Publishing Ltd
ISBN 13 : 1839216786
Total Pages : 822 pages
Book Rating : 4.8/5 (392 download)

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Book Synopsis Machine Learning for Algorithmic Trading by : Stefan Jansen

Download or read book Machine Learning for Algorithmic Trading written by Stefan Jansen and published by Packt Publishing Ltd. This book was released on 2020-07-31 with total page 822 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Algo Trading Cheat Codes

Author : Kevin Davey
Publisher : Independently Published
ISBN 13 :
Total Pages : 186 pages
Book Rating : 4.5/5 (3 download)

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Book Synopsis Algo Trading Cheat Codes by : Kevin Davey

Download or read book Algo Trading Cheat Codes written by Kevin Davey and published by Independently Published. This book was released on 2021-05-07 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Algo trading and strategy development is hard, no question. But, does it really have to be so hard?The answer is "NO!" - if you follow the right approach, and get the right advice. Enter Champion Algo Trader Kevin Davey, and his book "Algo Trading Cheat Codes." In this groundbreaking book, Kevin reveals results of his research over millions of strategy backtests. He provides 57 "cheat codes" - tips you can use to build algo strategies faster and with more confidence.You can go it alone, or you can take advantage of the cutting edge research by one of the world's premier retail algo traders. These "cheat codes" can easily save you significant time and money!

Python for Algorithmic Trading

Author : Yves Hilpisch
Publisher : O'Reilly Media
ISBN 13 : 1492053325
Total Pages : 380 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Python for Algorithmic Trading by : Yves Hilpisch

Download or read book Python for Algorithmic Trading written by Yves Hilpisch and published by O'Reilly Media. This book was released on 2020-11-12 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Trading Code Is Open: St Patterns of the Forex and Futures Exchanges, 100% Profit Per Month, Proven Market Strategy, Robots, Scripts, Alerts

Author : Vladimir Poltoratskiy
Publisher :
ISBN 13 : 9781719837385
Total Pages : 76 pages
Book Rating : 4.8/5 (373 download)

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Book Synopsis Trading Code Is Open: St Patterns of the Forex and Futures Exchanges, 100% Profit Per Month, Proven Market Strategy, Robots, Scripts, Alerts by : Vladimir Poltoratskiy

Download or read book Trading Code Is Open: St Patterns of the Forex and Futures Exchanges, 100% Profit Per Month, Proven Market Strategy, Robots, Scripts, Alerts written by Vladimir Poltoratskiy and published by . This book was released on 2018-08-21 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt: NEW EDITION! (October 2018). The proven system of trade--based on Structural Target Patterns (ST Patterns)--presented in this book is able to bring a monthly profit equal to 100% or more (on average) of the deposit amount. To be successful in today's Forex, Futures, Indices, Commodities and other liquid markets, most of the knowledge and trading techniques accumulated over the last two centuries are not needed at all. The technical portion of a profitable trading system only needs to include the ST Patterns strategy. This method of assessing market movements by using target models gives traders clear and unambiguous signals regarding their actions in the present moment. The graphic figures presented here build upon each other iteratively to create a clear picture of market conditions. Unlike the claims of the most popular technical and fundamental analysis methods, the trading system in this book does not predict market behavior. I no longer need any predictions about prices because their movements have become obvious to me. Following the ST Patterns method, managing trading positions becomes simple. It took me many years to establish and improve this trading system, and now it is ready to be used by you. I believe that, at the very least, this book can save traders' time and money. You can spend a whole lifetime in search of the Holy Grail, but it is possible to solve the problems associated with trading in just a few days. The present determines the future! Opportunities to use ST patterns are included in the free preview of the first pages of this book. Note: This book (ISBN: 1719837384). is with a color interior. You can also buy a book (ISBN: 1719859833) with black & white interior.The month following the book's «Trading Code is Open» publication perfectly demonstrated the possibilities of using the trading system and showed how almost half of the ST Patterns published in this book operate in practice. The technical analysis presented in «Forex Strategy: ST Patterns Trading Manual, EUR/USD Chart Analysis Step by Step, 300% for One Month» book, based on accurate calculations, will help traders consolidate the acquired knowledge, and to increase their own skills with Structural Target Patterns. The study of the GBP/USD pair will help readers understand the importance of determining periods of market uncertainty in a timely fashion. To demonstrate the flexibility of the strategy settings and the formation of short-term uncertainty periods, the EUR/USD pair is shown on five-minute charts in one working day on May 31. For nine hours of work, the result was approximately + 82% of the initial deposit.

Trading Evolved

Author : Andreas F. Clenow
Publisher :
ISBN 13 : 9781091983786
Total Pages : 442 pages
Book Rating : 4.9/5 (837 download)

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Book Synopsis Trading Evolved by : Andreas F. Clenow

Download or read book Trading Evolved written by Andreas F. Clenow and published by . This book was released on 2019-08-07 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: Systematic trading allows you to test and evaluate your trading ideas before risking your money. By formulating trading ideas as concrete rules, you can evaluate past performance and draw conclusions about the viability of your trading plan. Following systematic rules provides a consistent approach where you will have some degree of predictability of returns, and perhaps more importantly, it takes emotions and second guessing out of the equation. From the onset, getting started with professional grade development and backtesting of systematic strategies can seem daunting. Many resort to simplified software which will limit your potential. Trading Evolved will guide you all the way, from getting started with the industry standard Python language, to setting up a professional backtesting environment of your own. The book will explain multiple trading strategies in detail, with full source code, to get you well on the path to becoming a professional systematic trader. This is a highly practical book, where every aspect is explained, all source code shown and no holds barred. Written by Andreas F. Clenow, author of the international best sellers Following the Trend and Stocks on the Move, Trading Evolved goes into greater depth and covers strategies for trading both futures and equities. "Trading Evolved is an incredible resource for aspiring quants. Clenow does an excellent job making complex subjects easy to access and understand. Bravo." -- Wes Gray, PhD, CEO Alpha Architect

The Encyclopedia of Trading Strategies

Author : Jeffrey Owen Katz
Publisher : McGraw Hill Professional
ISBN 13 : 0071379010
Total Pages : 399 pages
Book Rating : 4.0/5 (713 download)

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Book Synopsis The Encyclopedia of Trading Strategies by : Jeffrey Owen Katz

Download or read book The Encyclopedia of Trading Strategies written by Jeffrey Owen Katz and published by McGraw Hill Professional. This book was released on 2000-03-21 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Encyclopedia of Trading Strategies is for traders who want to take the next step to consistently profitable trading. The authors--themselves seasoned veterans of the futures trading arena--pinpoint the trading methods and strategies that have been shown to produce market-beating returns. Their rigorous and systematic backtesting of each method, using the same sets of markets and analytic techniques, provides a scientific, system-based approach to system development...to help you assemble the trading system that will put you on the road to becoming a more consistently profitable trader.

Hands-On Financial Trading with Python

Author : Jiri Pik
Publisher : Packt Publishing Ltd
ISBN 13 : 1838988807
Total Pages : 360 pages
Book Rating : 4.8/5 (389 download)

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Book Synopsis Hands-On Financial Trading with Python by : Jiri Pik

Download or read book Hands-On Financial Trading with Python written by Jiri Pik and published by Packt Publishing Ltd. This book was released on 2021-04-29 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build and backtest your algorithmic trading strategies to gain a true advantage in the market Key FeaturesGet quality insights from market data, stock analysis, and create your own data visualisationsLearn how to navigate the different features in Python's data analysis librariesStart systematically approaching quantitative research and strategy generation/backtesting in algorithmic tradingBook Description Creating an effective system to automate your trading can help you achieve two of every trader's key goals; saving time and making money. But to devise a system that will work for you, you need guidance to show you the ropes around building a system and monitoring its performance. This is where Hands-on Financial Trading with Python can give you the advantage. This practical Python book will introduce you to Python and tell you exactly why it's the best platform for developing trading strategies. You'll then cover quantitative analysis using Python, and learn how to build algorithmic trading strategies with Zipline using various market data sources. Using Zipline as the backtesting library allows access to complimentary US historical daily market data until 2018. As you advance, you will gain an in-depth understanding of Python libraries such as NumPy and pandas for analyzing financial datasets, and explore Matplotlib, statsmodels, and scikit-learn libraries for advanced analytics. As you progress, you'll pick up lots of skills like time series forecasting, covering pmdarima and Facebook Prophet. By the end of this trading book, you will be able to build predictive trading signals, adopt basic and advanced algorithmic trading strategies, and perform portfolio optimization to help you get —and stay—ahead of the markets. What you will learnDiscover how quantitative analysis works by covering financial statistics and ARIMAUse core Python libraries to perform quantitative research and strategy development using real datasetsUnderstand how to access financial and economic data in PythonImplement effective data visualization with MatplotlibApply scientific computing and data visualization with popular Python librariesBuild and deploy backtesting algorithmic trading strategiesWho this book is for If you're a financial trader or a data analyst who wants a hands-on introduction to designing algorithmic trading strategies, then this book is for you. You don't have to be a fully-fledged programmer to dive into this book, but knowing how to use Python's core libraries and a solid grasp on statistics will help you get the most out of this book.

Hacking the Holy Grail

Author : Doc Severson
Publisher :
ISBN 13 : 9780692521014
Total Pages : 168 pages
Book Rating : 4.5/5 (21 download)

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Book Synopsis Hacking the Holy Grail by : Doc Severson

Download or read book Hacking the Holy Grail written by Doc Severson and published by . This book was released on 2015-10-21 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: A question that's asked again and again from traders around the globe is "What is the BEST trading strategy? I want to make money consistently, but I want to do so in a SAFE manner because I can't afford to take any losses." Well, it's what investors the world over are looking for, right? And this is why professional traders refer to this commonly-sought, yet elusive trading strategy as "The Holy Grail." Like Sir Percival in King Arthur's Court or Indiana Jones from the film series, traders are forever in search of the Holy Grail....the strategy that risks little capital while it consistently grows their account balance. Trading students search for the Grail by going to one vendor after another, looking for the right mentor that will finally unlock these secrets of freedom. And it's no surprise that this quest is analogous to the search for the mythical Holy Grail, in that it leads to one dead end after another. In Doc Severson's book, "Hacking the Holy Grail: The Trader's Guide to Cracking the Code of Profitability," he offers an alternative solution to finding the "Grail" strategy. The Grail that traders seek might be in a place they never thought to look in the first place - inside of them.

Systematic Trading

Author : Robert Carver
Publisher : Harriman House Limited
ISBN 13 : 085719500X
Total Pages : 247 pages
Book Rating : 4.8/5 (571 download)

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Book Synopsis Systematic Trading by : Robert Carver

Download or read book Systematic Trading written by Robert Carver and published by Harriman House Limited. This book was released on 2015-09-14 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

The Ultimate Trading Guide

Author : John R. Hill
Publisher : Wiley
ISBN 13 : 9780471381358
Total Pages : 0 pages
Book Rating : 4.3/5 (813 download)

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Book Synopsis The Ultimate Trading Guide by : John R. Hill

Download or read book The Ultimate Trading Guide written by John R. Hill and published by Wiley. This book was released on 2000-08-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to Spot Short-Term Trends, Trading Systems That Work, Money Management Techniques, and Patterns for Profit Become the ultimate trader! The Ultimate Trading Guide is your chance to get what every trader wants, but few have: the know-how to develop and correctly use a logic-based, reliable, and profitable methodology for successful buying and selling-now. In this complete tutorial, one of today's most respected analysts and his partners provide you with all you need to know to develop an original, computerized system that works for you. "Can you make money trading the markets with a system? You bet, and this is the book that shows how it's done, based on decades of research and actual trading."-Larry Williams, Author, Day Trade Futures Online and Long-Term Secrets to Short-Term Trading "Traders at all levels of experience will find a treasure chest of knowledge and guidance in The Ultimate Trading Guide. Advice from these expert authors, gained over decades of trading, research, and study of markets and systems, is virtually priceless. This book receives my highest recommendation."-Edward D. Dobson, President, Traders Press, Inc. "John Hill, George Pruitt, and Lundy Hill are the acknowledged masters in the design and development of mechanical trading systems. So it's no surprise The Ultimate Trading Guide gets my highest recommendation for those interested in the mechanized trading of stocks and futures." -Gary Smith, Author, How I Trade for a Living "A well-written and thoroughly enjoyable book. It is filled with refreshingly new ways of looking at the market, combined with valuable perceptions that can only come from John Hill's years of experience and the ability to see the big picture. My congratulations to John for his tenacity in delivering Futures Truth." -Perry Kaufman, Author, Trading Systems and Methods, President, Strategic Market Systems

Rogue Code

Author : Mark Russinovich
Publisher : Macmillan
ISBN 13 : 1250035376
Total Pages : 398 pages
Book Rating : 4.2/5 (5 download)

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Book Synopsis Rogue Code by : Mark Russinovich

Download or read book Rogue Code written by Mark Russinovich and published by Macmillan. This book was released on 2014-05-20 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Cyber security expert Jeff Aiken knows that no computer system is secure. When he's called to investigate a possible breach of the New York Stock Exchange, he discovers that not only has their system been infiltrated but that those in charge knew about it. Yet for some reason, they allowed the hackers to steal millions of dollars from accounts without trying to stop the theft. When Jeff uncovers the crime, they suddenly turn on him. Accused of grand larceny, Jeff must find and expose the criminals not just to prove his innocence but to stop a billion-dollar heist that could upend the U.S. economy. Praised for his combination of real-world technology and sharp action, Mark Russinovich delivers a thriller about a cyber threat that seems all-too-possible"--

Forex Strategy: St Patterns Trading Manual, Eur/Usd Chart Analysis Step by Step, 300% for One Month

Author : Vladimir Poltoratskiy
Publisher : Independently Published
ISBN 13 : 9781719837996
Total Pages : 54 pages
Book Rating : 4.8/5 (379 download)

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Book Synopsis Forex Strategy: St Patterns Trading Manual, Eur/Usd Chart Analysis Step by Step, 300% for One Month by : Vladimir Poltoratskiy

Download or read book Forex Strategy: St Patterns Trading Manual, Eur/Usd Chart Analysis Step by Step, 300% for One Month written by Vladimir Poltoratskiy and published by Independently Published. This book was released on 2018-08-21 with total page 54 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ST Patterns Trading Manual will provide a detailed hourly technical analysis using EUR/USD pairs for May 2017. Calculations of the results are performed based on the actual results without rounding off. The strategy shows a good technical result for the EUR/USD pair in May--equal to about 300% of the initial deposit. The study of the GBP/USD pair will help readers understand the importance of determining periods of market uncertainty in a timely fashion.To demonstrate the flexibility of the strategy settings and the formation of short-term uncertainty periods, the EUR/USD pair is shown on five-minute charts in one working day on May 31. For nine hours of work, the result was approximately + 82% of the initial deposit.The month following the first book's «Trading Code is Open: ST Patterns of the Forex and Futures Exchanges» publication perfectly demonstrated the possibilities of using the trading system and showed how almost half of the ST Patterns published in this book operate in practice. The analysis, based on accurate calculations, will help traders consolidate the acquired knowledge, and to increase their own skills with Structural Target Patterns.Over the 18 years I have spent researching dozens of well-known, as well as not so famous, trading systems, I have not found any that could demonstrate anything near the results obtained by the ST Patterns trading method during this arbitrarily chosen time interval. The trading of the EUR/USD currency pair is given as the main example in this book. But the algorithm for this trading, detailed in this book, is also applicable to other currency pairs. The ST Trading Strategy is also profitable in the Futures, Indices, Commodities and other liquid markets. Millions of traders are trying to find an effective technical method for analyzing the movement of exchange charts. Now it has arrived! Note: This book (ISBN: 1719837996). is with a color interior. You can also buy a book (ISBN: 171986005X) with black & white interior.

Python Algorithmic Trading Cookbook

Author : Pushpak Dagade
Publisher : Packt Publishing Ltd
ISBN 13 : 1838982515
Total Pages : 528 pages
Book Rating : 4.8/5 (389 download)

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Book Synopsis Python Algorithmic Trading Cookbook by : Pushpak Dagade

Download or read book Python Algorithmic Trading Cookbook written by Pushpak Dagade and published by Packt Publishing Ltd. This book was released on 2020-08-28 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build a solid foundation in algorithmic trading by developing, testing and executing powerful trading strategies with real market data using Python Key FeaturesBuild a strong foundation in algorithmic trading by becoming well-versed with the basics of financial marketsDemystify jargon related to understanding and placing multiple types of trading ordersDevise trading strategies and increase your odds of making a profit without human interventionBook Description If you want to find out how you can build a solid foundation in algorithmic trading using Python, this cookbook is here to help. Starting by setting up the Python environment for trading and connectivity with brokers, you’ll then learn the important aspects of financial markets. As you progress, you’ll learn to fetch financial instruments, query and calculate various types of candles and historical data, and finally, compute and plot technical indicators. Next, you’ll learn how to place various types of orders, such as regular, bracket, and cover orders, and understand their state transitions. Later chapters will cover backtesting, paper trading, and finally real trading for the algorithmic strategies that you've created. You’ll even understand how to automate trading and find the right strategy for making effective decisions that would otherwise be impossible for human traders. By the end of this book, you’ll be able to use Python libraries to conduct key tasks in the algorithmic trading ecosystem. Note: For demonstration, we're using Zerodha, an Indian Stock Market broker. If you're not an Indian resident, you won't be able to use Zerodha and therefore will not be able to test the examples directly. However, you can take inspiration from the book and apply the concepts across your preferred stock market broker of choice. What you will learnUse Python to set up connectivity with brokersHandle and manipulate time series data using PythonFetch a list of exchanges, segments, financial instruments, and historical data to interact with the real marketUnderstand, fetch, and calculate various types of candles and use them to compute and plot diverse types of technical indicatorsDevelop and improve the performance of algorithmic trading strategiesPerform backtesting and paper trading on algorithmic trading strategiesImplement real trading in the live hours of stock marketsWho this book is for If you are a financial analyst, financial trader, data analyst, algorithmic trader, trading enthusiast or anyone who wants to learn algorithmic trading with Python and important techniques to address challenges faced in the finance domain, this book is for you. Basic working knowledge of the Python programming language is expected. Although fundamental knowledge of trade-related terminologies will be helpful, it is not mandatory.

The Secret Code of Japanese Candlesticks

Author : Felipe Tudela
Publisher : John Wiley & Sons
ISBN 13 : 0470772824
Total Pages : 212 pages
Book Rating : 4.4/5 (77 download)

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Book Synopsis The Secret Code of Japanese Candlesticks by : Felipe Tudela

Download or read book The Secret Code of Japanese Candlesticks written by Felipe Tudela and published by John Wiley & Sons. This book was released on 2008-04-30 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: A simple guide for using Japanese candlesticks correctly, and profitably Candlesticks have gotten a lot of attention lately, but few traders truly know how to use them wisely and profitably. Without the proper context, candlestick charting won't work. In this book, technical analysis expert Felipe Tudela shares candlestick creator Sokyu Honma's Great Market Cycle theory. With the Great Market Cycle, candlesticks reveal their powerful and simple logic and give traders the insight and context they need to use them successfully. Using these insights, readers will be able to trade each market phase in accordance with his or her own personal strategy. Felipe Tudela (Paris, France) is a researcher and specialist in technical analysis, as well as President of the Center of Financial Research in Paris.

Automated Trading with R

Author : Chris Conlan
Publisher : Apress
ISBN 13 : 1484221788
Total Pages : 217 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Automated Trading with R by : Chris Conlan

Download or read book Automated Trading with R written by Chris Conlan and published by Apress. This book was released on 2016-09-28 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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