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Mastering Python Finance Implement by Weiming James (17 results)
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Condition: good. Gently used with minimal wear on the corners and cover. A few pages may contain light highlighting or writing, but the text remains fully legible. Dust jacket may be missing, and supplemental materials like CDs or codes may not be included. May be ex-library with library markings. Ships promptly!
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Mastering Python for Finance - Second Edition: Implement advanced state-of-the-art financial statistical applications using Python
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Mastering Python for Finance - Second Edition : Implement advanced state-of-the-art financial statistical applications using Python
Published by Packt Publishing 2019-04, 2019
ISBN 10: 1789346460 ISBN 13: 9781789346466
Language: English
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Mastering Python for Finance: Implement advanced state-of-the-art financial statistical applications using Python, 2nd Edition
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Mastering Python for Finance: Understand, Design, and Implement State-of-the Art Mathematical and Statistical Applications Used in Finance With Python
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Mastering Python for Finance: Implement advanced state-of-the-art financial statistical applications using Python, 2nd Edition
Published by Packt Publishing Limited, 2019
ISBN 10: 1789346460 ISBN 13: 9781789346466
Language: English
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Add to basketTaschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Take your financial skills to the next level by mastering cutting-edge mathematical and statistical financial applicationsKey Features:Explore advanced financial models used by the industry and ways of solving them using PythonBuild state-of-the-art infrastructure for modeling, visualization, trading, and moreEmpower your financial applications by applying machine learning and deep learningBook Description:The second edition of Mastering Python for Finance will guide you through carrying out complex financial calculations practiced in the industry of finance by using next-generation methodologies. You will master the Python ecosystem by leveraging publicly available tools to successfully perform research studies and modeling, and learn to manage risks with the help of advanced examples.You will start by setting up your Jupyter notebook to implement the tasks throughout the book. You will learn to make efficient and powerful data-driven financial decisions using popular libraries such as TensorFlow, Keras, Numpy, SciPy, and scikit-learn. You will also learn how to build financial applications by mastering concepts such as stocks, options, interest rates and their derivatives, and risk analytics using computational methods. With these foundations, you will learn to apply statistical analysis to time series data, and understand how time series data is useful for implementing an event-driven backtesting system and for working with high-frequency data in building an algorithmic trading platform. Finally, you will explore machine learning and deep learning techniques that are applied in finance.By the end of this book, you will be able to apply Python to different paradigms in the financial industry and perform efficient data analysis.What You Will Learn:Solve linear and nonlinear models representing various financial problemsPerform principal component analysis on the DOW index and its componentsAnalyze, predict, and forecast stationary and non-stationary time series processesCreate an event-driven backtesting tool and measure your strategiesBuild a high-frequency algorithmic trading platform with PythonReplicate the CBOT VIX index with SPX options for studying VIX-based strategiesPerform regression-based and classification-based machine learning tasks for predictionUse TensorFlow and Keras in deep learning neural network architectureWho this book is for:If you are a financial or data analyst or a software developer in the financial industry who is interested in using advanced Python techniques for quantitative methods in finance, this is the book you need! You will also find this book useful if you want to extend the functionalities of your existing financial applications by using smart machine learning techniques. Prior experience in Python is required.
