Zherlitsyn, Dmytro

Python for Finance: Data analysis, financial modeling, and portfolio management (English Edition)

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ISBN 13:
9789355516893
author:
Zherlitsyn, Dmytro
format:
Paperback
publisher:
BPB Publications
language:
English
Publication Year:
2024
Pages:
386
Dimensions:
23.5 x 19.1 x 2 centimetres (0.6
Genre:
Computers, Programming, Python,
Condition:
New
Availability:
Item usually sent within 5 working days
£32.95

Description

Python for Finance: Mastering Data Analysis and Modeling with Python Dmytro Zherlitsyn's comprehensive guide to using Python in finance, covering essential concepts in financial analysis methods and models. This book introduces time-series analysis, graphical analysis, technical and fundamental analysis, asset pricing and portfolio theory, investment and trade strategies, risk assessment and prediction, and financial ML practices. You'll learn how to apply Python programming language and its ecosystem libraries, such as Pandas, NumPy, SciPy, Statsmodels, Matplotlib, Seaborn, Scikit-learn, Prophet, and other data science tools, to real-world financial scenarios. Practical examples and real-world applications are included to help you implement these concepts immediately. Key topics covered include financial market dynamics, asset profitability metrics estimation, trend prediction, strategy evaluation, portfolio optimization, and risk management. You'll also gain skills in data analysis techniques using Python programming language for data preparation, visualization, and manipulation in the world of financial data.

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