Название: Python for Accounting and Finance: An Integrative Approach to Using Python for Research
Автор: Sunil Kumar
Издательство: Palgrave Macmillan
Год: 2024
Страниц: 502
Язык: английский
Формат: pdf (true)
Размер: 24.7 MB
This book is a comprehensive guide to the application of Python in accounting, finance, and other business disciplines. This book is more than a Python tutorial; it is an integrative approach to using Python for practical research in these fields. The book begins with an introduction to Python and its key libraries. It then covers real-world applications of Python, covering data acquisition, cleaning, exploratory data analysis, visualization, and advanced topics like Natural Language Processing (NLP), Machine Learning, predictive analytics, and Deep Learning. What sets this book apart is its unique blend of theoretical knowledge and real-world examples, supplemented with ready-to-use code. It doesn't stop at the syntax; it shows how to apply Python to tackle actual analytical problems. “Python for Accounting and Finance” uses case studies to illustrate how Python can enhance traditional research methods in accounting and finance, not only allowing the reader to gain a firm understanding of Python programming but also equipping them with the skills to apply Python to accounting, finance, and broader business research. Whether you are a PhD student, a professor, an industry professional, or a financial researcher, this book provides the key to unlocking the full potential of Python in research. One of the standout features of “Python for Accounting and Finance” is its focus on real-world case studies and practical examples, supplemented with ready-to-use codes for most of the activities involved for research in these disciplines.