{"product_id":"financial-data-science-with-python-an-integrated-approach-to-analysis-modeling-and-machine-learning-9781637428252","title":"Financial Data Science with Python: An Integrated Approach to Analysis, Modeling, and Machine Learning","description":"\u003cp\u003e • Author(s): Haojun Chen\u003cbr\u003e • Publisher: Business Expert Press\u003cbr\u003e • Publisher Imprint: Business Expert Press\u003cbr\u003e • BISAC: Finance - Financial Engineering\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan class=\"a-text-bold\"\u003eIn today's finance industry, data-driven decision-making is essential. \u003c\/span\u003e\u003cspan class=\"a-text-bold a-text-italic\"\u003eFinancial Data Science with Python: An Integrated Approach to Analysis, Modeling, and Machine Learning\u003c\/span\u003e\u003cspan class=\"a-text-bold\"\u003e bridges the gap between traditional finance and modern data science, offering a comprehensive guide for students, analysts, and professionals.\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eThis book equips readers with the tools to analyze complex financial data, build predictive models, and apply machine learning techniques to real-world financial challenges.\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eBeginning with foundational Python concepts, the author covers essential topics like data structures, object-oriented programming, and key libraries such as NumPy and Pandas. The book advances into more complex areas, including financial data processing, time series analysis with ARIMA and GARCH models, and both supervised and unsupervised machine learning methods tailored to finance. Practical techniques like regression, classification, and clustering are explored in a financial context.\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eA key feature is the hands-on approach. Through real-world examples, projects, and exercises, readers will apply Python to tasks like risk assessment, market forecasting, and financial pattern recognition. All code examples are provided in Jupyter Notebooks, enhancing interactivity.\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eWhether you're a student building foundational skills, a financial analyst enhancing technical expertise, or a professional staying competitive in a data-driven industry, this book offers the knowledge and tools to succeed in financial data science.\u003c\/span\u003e\u003c\/p\u003e","brand":"Business Expert Press","offers":[{"title":"Paperback","offer_id":45657217040535,"sku":"9781637428252","price":2657.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781637428252.webp?v=1768600279","url":"https:\/\/atlanticbooks.com\/products\/financial-data-science-with-python-an-integrated-approach-to-analysis-modeling-and-machine-learning-9781637428252","provider":"Atlantic Books","version":"1.0","type":"link"}