Financial Data Science with Python : An Integrated Approach to Analysis, Modeling, and Machine Learning

Language: English

Published by Business Expert Press, 2025

1637428251 / 9781637428252

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - In today's finance industry, data-driven decision-making is essential. Financial Data Science with Python: An Integrated Approach to Analysis, Modeling, and Machine Learning bridges the gap between traditional finance and modern data science, offering a comprehensive guide for students, analysts, and professionals.This book equips readers with the tools to analyze complex financial data, build predictive models, and apply machine learning techniques to real-world financial challenges.Beginning 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.A 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 Not Elektronisches Buch, enhancing interactivity.Whether 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.

Seller Inventory # 9781637428252

Title
Financial Data Science with Python : An Integrated Approach to Analysis, Modeling, and Machine Learning
Author
Haojun Chen
Publisher
Business Expert Press
Publication year
2025
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1637428251
ISBN 13
9781637428252
Item weight
407 grams
Dimensions
229x152x15 mm

AHA-BUCH GmbH

Einbeck, Germany

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AbeBooks seller since August 14, 2006

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