{"product_id":"mastering-python-for-finance-second-edition-implement-advanced-state-of-the-art-financial-statistical-applications-using-python-paperback","title":"Mastering Python for Finance - Second Edition: Implement advanced state-of-the-art financial statistical applications using Python - Paperback","description":"\u003cp\u003eby \u003cb\u003eJames Ma Weiming\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eTake your financial skills to the next level by mastering cutting-edge mathematical and statistical financial applications \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eExplore advanced financial models used by the industry and ways of solving them using Python\u003c\/li\u003e\n\u003cli\u003eBuild state-of-the-art infrastructure for modeling, visualization, trading, and more\u003c\/li\u003e\n\u003cli\u003eEmpower your financial applications by applying machine learning and deep learning\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThe 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.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eYou 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.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBy the end of this book, you will be able to apply Python to different paradigms in the financial industry and perform efficient data analysis.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eSolve linear and nonlinear models representing various financial problems\u003c\/li\u003e\n\u003cli\u003ePerform principal component analysis on the DOW index and its components\u003c\/li\u003e\n\u003cli\u003eAnalyze, predict, and forecast stationary and non-stationary time series processes\u003c\/li\u003e\n\u003cli\u003eCreate an event-driven backtesting tool and measure your strategies\u003c\/li\u003e\n\u003cli\u003eBuild a high-frequency algorithmic trading platform with Python\u003c\/li\u003e\n\u003cli\u003eReplicate the CBOT VIX index with SPX options for studying VIX-based strategies\u003c\/li\u003e\n\u003cli\u003ePerform regression-based and classification-based machine learning tasks for prediction\u003c\/li\u003e\n\u003cli\u003eUse TensorFlow and Keras in deep learning neural network architecture\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eIf 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.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 426\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.87 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e April 30, 2019\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42713094258751,"sku":"9781789346466","price":76.01,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/6add4c725b0ab567e022a1be91d1d9ed.webp?v=1765063445","url":"https:\/\/dhlswag.com\/products\/mastering-python-for-finance-second-edition-implement-advanced-state-of-the-art-financial-statistical-applications-using-python-paperback","provider":"BBB","version":"1.0","type":"link"}