{"product_id":"python-for-finance-cookbook-second-edition","title":"Python for Finance Cookbook - Second Edition","description":"\u003cp\u003e\u003cstrong\u003eUse modern Python libraries such as pandas, NumPy, and scikit-learn and popular machine learning and deep learning methods to solve financial modeling problems\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePurchase of the print or Kindle book includes a free eBook in the PDF format\u003c\/strong\u003e\u003c\/p\u003e\u003ch4\u003eKey Features\u003c\/h4\u003e\u003cul\u003e\n\u003cli\u003eExplore unique recipes for financial data processing and analysis with Python\u003c\/li\u003e\n\u003cli\u003eApply classical and machine learning approaches to financial time series analysis\u003c\/li\u003e\n\u003cli\u003eCalculate various technical analysis indicators and backtest trading strategies\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch4\u003eBook Description\u003c\/h4\u003e\u003cp\u003ePython is one of the most popular programming languages in the financial industry, with a huge collection of accompanying libraries. In this new edition of the Python for Finance Cookbook, you will explore classical quantitative finance approaches to data modeling, such as GARCH, CAPM, factor models, as well as modern machine learning and deep learning solutions.\u003c\/p\u003e\u003cp\u003eYou will use popular Python libraries that, in a few lines of code, provide the means to quickly process, analyze, and draw conclusions from financial data. In this new edition, more emphasis was put on exploratory data analysis to help you visualize and better understand financial data. While doing so, you will also learn how to use Streamlit to create elegant, interactive web applications to present the results of technical analyses.\u003c\/p\u003e\u003cp\u003eUsing the recipes in this book, you will become proficient in financial data analysis, be it for personal or professional projects. You will also understand which potential issues to expect with such analyses and, more importantly, how to overcome them.\u003c\/p\u003e\u003ch4\u003eWhat you will learn\u003c\/h4\u003e\u003cul\u003e\n\u003cli\u003ePreprocess, analyze, and visualize financial data\u003c\/li\u003e\n\u003cli\u003eExplore time series modeling with statistical (exponential smoothing, ARIMA) and machine learning models\u003c\/li\u003e\n\u003cli\u003eUncover advanced time series forecasting algorithms such as Meta's Prophet\u003c\/li\u003e\n\u003cli\u003eUse Monte Carlo simulations fo\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":67659357782383,"sku":"9781803243191","price":406.8,"currency_code":"BRL","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0921\/9384\/9711\/files\/1803243198.jpg?v=1791091881","url":"https:\/\/internacional.umlivro.com.br\/products\/python-for-finance-cookbook-second-edition","provider":"UmLivro Internacional","version":"1.0","type":"link"}