Trading Notebook

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Trading Journal

Author : Amy Newton
Publisher :
ISBN 13 : 9781649442048
Total Pages : 150 pages
Book Rating : 4.4/5 (42 download)

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Book Synopsis Trading Journal by : Amy Newton

Download or read book Trading Journal written by Amy Newton and published by . This book was released on 2020-08-11 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Trading Journal Log Diary is a perfect way to help you track your overall trades as you make them. All successful traders keep a journal and reflect on their trading style and strategies to help them improve over time. Great for tracking your progress. Each 2-page layout includes a section to record the following: Date - Log the date of your trade. Time - Record the time of your trade. Currency Pair - Write the quotation for different currencies. Sell/ Buy - Log whether you plan to buy or sell and price. Lot Size - Record the lot size. Number Of Trades Placed - Write the # of trades you made. PIP Gain- Log the Point in Percentage gain. How Long? - Record how long you plan to hold. Strategy Used - Write the strategy or strategies you used, swing, position, etc. Trends Noticed - Log any trends you may see. Notes - For writing any important information you want such as notes on market conditions, profit targets, stops, trading rules, future plans & goals, and more. Designed with active stock, options, futures, and forex traders in mind. Can also be for successful traders & beginners. Will also make the best gift. Books can be great tools to keep track of records and activities. It's a great way to keep you organized. Simple and easy to use every day. Size is 8.5x11 inches, 150 pages, quality white paper, black ink, soft matte finish cover, paperback. Get one today!

My Stock Trading Notebook

Author : Sharon a Fujita
Publisher :
ISBN 13 : 9781082059353
Total Pages : 112 pages
Book Rating : 4.0/5 (593 download)

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Book Synopsis My Stock Trading Notebook by : Sharon a Fujita

Download or read book My Stock Trading Notebook written by Sharon a Fujita and published by . This book was released on 2019-07-22 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt: Great Log Book For All Kinds of Traders Have you ever wonder when and why you open a certain trade? This small but powerful positions journal will help you keep track all of your open trades, profitable or losing positions, so you can laser focus on your systems and strategies for maximum returns. Add To Cart Now A perfect place to record your trades and be accountable for the balance of your accounts at the end of the day. Features: 110 undated pages Space to jot down entries and exit points, balances and the time of the execution. Product Description 6x9" 110 pages Uniquely designed matte cover High quality, heavy paper We have lots of great trackers and journals, so be sure to check out our other listings by clicking on the "Author Name" link just below the title of this tracker. Ideas On How To Use This Tracker: Trader's Gift Father's Day Gift Birthday Gift Stocking Stuffer Wall Street Gift Coworker Gift Graduation Gift

Stock Trading Notebook

Author : Lucian Pop Stock Trading Notebooks
Publisher :
ISBN 13 : 9781716259234
Total Pages : 102 pages
Book Rating : 4.2/5 (592 download)

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Book Synopsis Stock Trading Notebook by : Lucian Pop Stock Trading Notebooks

Download or read book Stock Trading Notebook written by Lucian Pop Stock Trading Notebooks and published by . This book was released on 2021-01-05 with total page 102 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sick of staring at computer screens all the time? How about relaxing in your comfy armchair to analyze your stock portfolio instead. It's far better than idly flicking from screen to screen. Something else always pops up that you decide to deal with. But you know? You know you can only REALLY get a handle on what investing strategies are working by sitting down and getting a broad overview. And more importantly, you find out what's NOT working. This Stock Trading Notebook gives you a large clear format for formulating your ideas. It is ideally suited for value investors who buy and hold for a while. Who wants to earn a nice dividend as well as hoping for the stock to gap up like a champion, anticipating the next AGM. Composition Notebook Features: Cover: Color perfect sturdy matte softbound cover 100 white pages, 50 sheets 8.5" x 11" dimensions; the perfect size for your bag, desk, backpack, school, home or work Perfectly suited for taking notes, writing, organizing, lists, journaling and brainstorming Stock Trading Notebooks are the perfect gift for adults. Designed in the USA What's In The Notebook For You? This stock trading logbook contains: Trading Tables to fill in your buys and sells. It includes: Stock Name Stock Code (Ticker Symbol) Quantity Traded Buy Price and Date Sell Price and Date Target Price Stop Price (Stop Loss) Total Cost Net Return Profit or Loss and Short Notes on each particular trade Is That It? Anything Else? Yes - you'll get even more... In addition, each Trading Notes page has room for extra notes, thoughts, ideas and strategies at the bottom. And there are full pages at the front for general strategizing. At the front of the notebook, there is also a section for you to write your important contacts, such as banks, stockbrokers, and other contacts. PLUS a short Glossary to help explain some of the ratios you can use in the Watchlist Section to analyze company performance before deciding whether to buy a stock. So scroll up and grab your copy right now and get that armchair warmed up!

Say No to the FOMO Trading Log Notebook

Author : Hobby Candy
Publisher :
ISBN 13 :
Total Pages : 107 pages
Book Rating : 4.5/5 (981 download)

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Book Synopsis Say No to the FOMO Trading Log Notebook by : Hobby Candy

Download or read book Say No to the FOMO Trading Log Notebook written by Hobby Candy and published by . This book was released on 2021-01-21 with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Perfect Log Book For Keeping Track Of Your Trades! Track up to 500 trades with this trading log book designed with traders in mind. Write down trading notes, your own personal trading rules, you overall trading strategy, and log each individual trade whether it be stocks, options, forex, or crypto. It also serves as a good reminder for you to stay disciplined and to not give in to the FOMO or the Fear Of Missing Out. Features: Over 100 pages 500 Trading logs - Record up to 500 trades! 8.5 x 11in size Slots for trading data such as: Entry and exit date/time Entry and exit price Trade/position size Profit/loss Balance Notes Start Recording Your Trades. Buy This Trading Log Notebook Now!

Stock Trading Notebook

Author : Energize Stock Trading Notebooks
Publisher : Energize, Incorporated
ISBN 13 : 9783271403787
Total Pages : 102 pages
Book Rating : 4.4/5 (37 download)

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Book Synopsis Stock Trading Notebook by : Energize Stock Trading Notebooks

Download or read book Stock Trading Notebook written by Energize Stock Trading Notebooks and published by Energize, Incorporated. This book was released on 2021-02-16 with total page 102 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sick of staring at computer screens all the time? How about relaxing in your comfy armchair to analyze your stock portfolio instead. It's far better than idly flicking from screen to screen. Something else always pops up that you decide to deal with. But you know? You know you can only REALLY get a handle on what investing strategies are working by sitting down and getting a broad overview. And more importantly, you find out what's NOT working. This Stock Trading Notebook gives you a large clear format for formulating your ideas. It is ideally suited for value investors who buy and hold for a while. Who wants to earn a nice dividend as well as hoping for the stock to gap up like a champion, anticipating the next AGM. Composition Notebook Features: Cover: Color perfect sturdy matte softbound cover 100 white pages, 50 sheets 8.5" x 11" dimensions; the perfect size for your bag, desk, backpack, school, home or work Perfectly suited for taking notes, writing, organizing, lists, journaling and brainstorming Stock Trading Notebooks are the perfect gift for adults. Designed in the USA What's In The Notebook For You? This stock trading logbook contains: Trading Tables to fill in your buys and sells. It includes: Stock Name Stock Code (Ticker Symbol) Quantity Traded Buy Price and Date Sell Price and Date Target Price Stop Price (Stop Loss) Total Cost Net Return Profit or Loss and Short Notes on each particular trade Is That It? Anything Else? Yes - you'll get even more... In addition, each Trading Notes page has room for extra notes, thoughts, ideas and strategies at the bottom. And there are full pages at the front for general strategizing. At the front of the notebook, there is also a section for you to write your important contacts, such as banks, stockbrokers, and other contacts. PLUS a short Glossary to help explain some of the ratios you can use in the Watchlist Section to analyze company performance before deciding whether to buy a stock. So scroll up and grab your copy right now and get that armchair warmed up!

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

Day Trader Notebook

Author : Day Traders Notebooks
Publisher :
ISBN 13 : 9781673740714
Total Pages : 152 pages
Book Rating : 4.7/5 (47 download)

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Book Synopsis Day Trader Notebook by : Day Traders Notebooks

Download or read book Day Trader Notebook written by Day Traders Notebooks and published by . This book was released on 2019-12-10 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: Are you a trader or an investor? What did you do that resulted to a positive outcome for your trading session? Perfect gift for you or someone you know who like to trade for a living.Define and manage your goals, record your strategies and keep track of your trade history with our uniquely designed, easy to use day trading lined notebook for trading professionals. This 6x9 organizer logbook has 150 pages for writing down your goals and plans for your upcoming days trading in the stock market.

Stock Trading Notebook

Author : Skullpilot Publishing
Publisher :
ISBN 13 : 9781710355505
Total Pages : 102 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Stock Trading Notebook by : Skullpilot Publishing

Download or read book Stock Trading Notebook written by Skullpilot Publishing and published by . This book was released on 2019-11-22 with total page 102 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sick of staring at computer screens all the time? How about relaxing in your comfy armchair to analyse your stock portfolio instead. It's far better than idly flicking from screen to screen. Something else always pops up that you decide to deal with. But you know? You know you can only REALLY get a handle on what investing strategies are working by sitting down and getting a broad overview. And more importantly, you find out what's NOT working. This Stock Trading Notebook gives you a large clear 2-page format for formulating your ideas. It is ideally suited for value investors who buy and hold for a while. Who want to earn a nice dividend as well as hoping for the stock to gap up like a champion, anticipating the next AGM. What's In The Notebook For You? This stock trading logbook contains 2 main sections: Trading Tables to fill in your buys and sells. It includes: Stock Name Stock Code (Ticker Symbol) Quantity Traded Buy Price and Date Sell Price and Date Target Price Stop Price (Stop Loss) Total Cost Net Return Profit or Loss and Short Notes on each particular trade Stock Buying Watchlist, where you can note down detailed information, including: Company Name and Code Sector and Index Market Cap P/E Ratio Dividend Yield and Earnings Per Share PLUS more financial company data and ratios AND - of course - space for Research Notes and 5 prices with dates as you decide whether to invest Is That It? Anything Else? Yes - you'll get even more... In addition, each Trading Table page has room for extra notes, thoughts, ideas and strategies at the bottom. And there are 4 full pages at the front for general strategizing. At the front of the notebook, there is also a section for you to write your important contacts, such as banks, stockbrokers, and other contacts. PLUS a short Glossary to help explain some of the ratios you can use in the Watchlist Section to analyze company performance before deciding whether to buy a stock. So scroll up and grab your copy right now and get that armchair warmed up!

Stock Trading Notebook

Author : Career Creations
Publisher :
ISBN 13 : 9781085885362
Total Pages : 122 pages
Book Rating : 4.8/5 (853 download)

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Book Synopsis Stock Trading Notebook by : Career Creations

Download or read book Stock Trading Notebook written by Career Creations and published by . This book was released on 2019-07-28 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: Are you looking for a fun Stock Trading gift ? Our notebook is perfect for that Great Blank Lined Notebook/Journal for all Stock Traders! DETAILS: 120 Blank Lined White PagesBeautiful Matte Cover DIMENSIONS: 6x9 Inch. (15.24x22.86 cm) PERFECT FOR: Trade logWriting StrategiesEveryday DairyPersonal JournalWedding PlanningWork ListsTravel Planning

Trading Notebook

Author : Gawk Publishing
Publisher :
ISBN 13 : 9781074956370
Total Pages : 112 pages
Book Rating : 4.9/5 (563 download)

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Book Synopsis Trading Notebook by : Gawk Publishing

Download or read book Trading Notebook written by Gawk Publishing and published by . This book was released on 2019-06-19 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt: Trading Notebook Lined Log Book For Forex Trader: Stock Trading Journal Day Trader Gift You love currencys and foreign exchange? You are a proud forex trader? Then get this cool Day Trader Gift Journal now or use it as a birthday or christmas gift idea for someone who loves currencys and foreign exchange. You like to use a broker, your skills and some pips and always want to be at the stock market? Don't think any longer and grab this Trading Notebook Log Notebook now! If you like this Trading Notebook logbook or looking for some more blank lined journals like this, then feel free to click our brand at the top of this page (right over the title). We always try to provide new designs to our customers, so maybe right for you. Here you always will find a perfect gift idea for your birthday kid or for every other occasion, like easter, back to school, fathers day, mothers day, halloween, christmas, new year and so on. So don't click around anymore and get your product right here!

Stock Trading Notebook

Author : Skullpilot Publishing
Publisher :
ISBN 13 : 9781709765162
Total Pages : 102 pages
Book Rating : 4.7/5 (651 download)

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Book Synopsis Stock Trading Notebook by : Skullpilot Publishing

Download or read book Stock Trading Notebook written by Skullpilot Publishing and published by . This book was released on 2019-11-19 with total page 102 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sick of staring at computer screens all the time? How about relaxing in your comfy armchair to analyse your stock portfolio instead. It's far better than idly flicking from screen to screen. Something else always pops up that you decide to deal with. But you know? You know you can only REALLY get a handle on what investing strategies are working by sitting down and getting a broad overview. And more importantly, you find out what's NOT working. This Stock Trading Notebook gives you a large clear 2-page format for formulating your ideas. It is ideally suited for value investors who buy and hold for a while. Who want to earn a nice dividend as well as hoping for the stock to gap up like a champion, anticipating the next AGM. What's In The Notebook For You? This stock trading logbook contains 2 main sections: Trading Tables to fill in your buys and sells. It includes: Stock Name Stock Code (Ticker Symbol) Quantity Traded Buy Price and Date Sell Price and Date Target Price Stop Price (Stop Loss) Total Cost Net Return Profit or Loss and Short Notes on each particular trade Stock Buying Watchlist, where you can note down detailed information, including: Company Name and Code Sector and Index Market Cap P/E Ratio Dividend Yield and Earnings Per Share PLUS more financial company data and ratios AND - of course - space for Research Notes and 5 prices with dates as you decide whether to invest Is That It? Anything Else? Yes - you'll get even more... In addition, each Trading Table page has room for extra notes, thoughts, ideas and strategies at the bottom. And there are 4 full pages at the front for general strategizing. At the front of the notebook, there is also a section for you to write your important contacts, such as banks, stockbrokers, and other contacts. PLUS a short Glossary to help explain some of the ratios you can use in the Watchlist Section to analyze company performance before deciding whether to buy a stock. So scroll up and grab your copy right now and get that armchair warmed up!

Stock Trading Notebook

Author : L. P. V. BookPlanet
Publisher :
ISBN 13 :
Total Pages : 100 pages
Book Rating : 4.5/5 (79 download)

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Book Synopsis Stock Trading Notebook by : L. P. V. BookPlanet

Download or read book Stock Trading Notebook written by L. P. V. BookPlanet and published by . This book was released on 2020-12-09 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sick of staring at computer screens all the time? How about relaxing in your comfy armchair to analyze your stock portfolio instead. It's far better than idly flicking from screen to screen. Something else always pops up that you decide to deal with. But you know? You know you can only REALLY get a handle on what investing strategies are working by sitting down and getting a broad overview. And more importantly, you find out what's NOT working. This Stock Trading Notebook gives you a large clear format for formulating your ideas. It is ideally suited for value investors who buy and hold for a while. Who wants to earn a nice dividend as well as hoping for the stock to gap up like a champion, anticipating the next AGM. Composition Notebook Features: Cover: Color perfect sturdy matte softbound cover 100 white pages, 50 sheets 8.5" x 11" dimensions; the perfect size for your bag, desk, backpack, school, home or work Perfectly suited for taking notes, writing, organizing, lists, journaling and brainstorming Stock Trading Notebooks are the perfect gift for adults. Designed in the USA What's In The Notebook For You? This stock trading logbook contains: Trading Tables to fill in your buys and sells. It includes: Stock Name Stock Code (Ticker Symbol) Quantity Traded Buy Price and Date Sell Price and Date Target Price Stop Price (Stop Loss) Total Cost Net Return Profit or Loss and Short Notes on each particular trade Is That It? Anything Else? Yes - you'll get even more... In addition, each Trading Notes page has room for extra notes, thoughts, ideas and strategies at the bottom. And there are full pages at the front for general strategizing. At the front of the notebook, there is also a section for you to write your important contacts, such as banks, stockbrokers, and other contacts. PLUS a short Glossary to help explain some of the ratios you can use in the Watchlist Section to analyze company performance before deciding whether to buy a stock. So scroll up and grab your copy right now and get that armchair warmed up!

Trading Notebook

Author : Gawk Publishing
Publisher :
ISBN 13 : 9781074971946
Total Pages : 112 pages
Book Rating : 4.9/5 (719 download)

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Book Synopsis Trading Notebook by : Gawk Publishing

Download or read book Trading Notebook written by Gawk Publishing and published by . This book was released on 2019-06-19 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt: Trading Notebook Lined Log Book For Forex Trader: Stock Trading Journal Eat Sleep Trade Repeat Gift You love currencys and foreign exchange? You are a proud forex trader? Then get this cool Eat Sleep Trade Repeat Gift Journal now or use it as a birthday or christmas gift idea for someone who loves currencys and foreign exchange. You like to use a broker, your skills and some pips and always want to be at the stock market? Don't think any longer and grab this Trading Notebook Log Notebook now! If you like this Trading Notebook logbook or looking for some more blank lined journals like this, then feel free to click our brand at the top of this page (right over the title). We always try to provide new designs to our customers, so maybe right for you. Here you always will find a perfect gift idea for your birthday kid or for every other occasion, like easter, back to school, fathers day, mothers day, halloween, christmas, new year and so on. So don't click around anymore and get your product right here!

Trading Notebook

Author : Gawk Publishing
Publisher :
ISBN 13 : 9781075061691
Total Pages : 112 pages
Book Rating : 4.0/5 (616 download)

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Book Synopsis Trading Notebook by : Gawk Publishing

Download or read book Trading Notebook written by Gawk Publishing and published by . This book was released on 2019-06-19 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt: Trading Notebook Dotted Log Book For Forex Trader: Stock Trading Journal Eat Sleep Trade Repeat Gift You love currencys and foreign exchange? You are a proud forex trader? Then get this cool Eat Sleep Trade Repeat Gift Journal now or use it as a birthday or christmas gift idea for someone who loves currencys and foreign exchange. You like to use a broker, your skills and some pips and always want to be at the stock market? Don't think any longer and grab this Trading Notebook Log Notebook now! If you like this Trading Notebook logbook or looking for some more blank dotted journals like this, then feel free to click our brand at the top of this page (right over the title). We always try to provide new designs to our customers, so maybe right for you. Here you always will find a perfect gift idea for your birthday kid or for every other occasion, like easter, back to school, fathers day, mothers day, halloween, christmas, new year and so on. So don't click around anymore and get your product right here!

Trading Notebook

Author : Gawk Publishing
Publisher :
ISBN 13 : 9781075058783
Total Pages : 112 pages
Book Rating : 4.0/5 (587 download)

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Book Synopsis Trading Notebook by : Gawk Publishing

Download or read book Trading Notebook written by Gawk Publishing and published by . This book was released on 2019-06-19 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt: Trading Notebook Dotted Log Book For Forex Trader: Stock Trading Journal Keep Calm Trade On Gift You love currencys and foreign exchange? You are a proud forex trader? Then get this cool Keep Calm Trade On Gift Journal now or use it as a birthday or christmas gift idea for someone who loves currencys and foreign exchange. You like to use a broker, your skills and some pips and always want to be at the stock market? Don't think any longer and grab this Trading Notebook Log Notebook now! If you like this Trading Notebook logbook or looking for some more blank dotted journals like this, then feel free to click our brand at the top of this page (right over the title). We always try to provide new designs to our customers, so maybe right for you. Here you always will find a perfect gift idea for your birthday kid or for every other occasion, like easter, back to school, fathers day, mothers day, halloween, christmas, new year and so on. So don't click around anymore and get your product right here!

Trading Notebook

Author : Gawk Publishing
Publisher :
ISBN 13 : 9781075117879
Total Pages : 112 pages
Book Rating : 4.1/5 (178 download)

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Book Synopsis Trading Notebook by : Gawk Publishing

Download or read book Trading Notebook written by Gawk Publishing and published by . This book was released on 2019-06-20 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt: Trading Notebook Blank Log Book For Forex Trader: Stock Trading Journal - Eat Sleep Trade Repeat Gift You love currencys and foreign exchange? You are a proud forex trader? Then get this cool Eat Sleep Trade Repeat Gift Journal now or use it as a birthday or christmas gift idea for someone who loves currencys and foreign exchange. You like to use a broker, your skills and some pips and always want to be at the stock market? Don't think any longer and grab this Trading Notebook Log Notebook now! If you like this Trading Notebook logbook or looking for some more blank journals like this, then feel free to click our brand at the top of this page (right over the title). We always try to provide new designs to our customers, so maybe right for you. Here you always will find a perfect gift idea for your birthday kid or for every other occasion, like easter, back to school, fathers day, mothers day, halloween, christmas, new year and so on. So don't click around anymore and get your product right here!

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.