eBook - ePub

Financial Data Science with Python

Name: Financial Data Science with Python
Author: Haojun Chen

An Integrated Approach to Analysis, Modeling, and Machine Learning

Haojun Chen,

English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Financial Data Science with Python

An Integrated Approach to Analysis, Modeling, and Machine Learning

Haojun Chen,

About this book

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 Notebooks, 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.

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Yes, you can access Financial Data Science with Python by Haojun Chen in PDF and/or ePUB format, as well as other popular books in Business & Financial Engineering. We have over one million books available in our catalogue for you to explore.