Weiming, James Ma

Mastering Python for Finance - Second Edition: Implement advanced state-of-the-art financial statistical applications using Python

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ISBN 13:
9781789346466
author:
Weiming, James Ma
format:
Paperback
publisher:
Packt Publishing Limited
language:
English
Publication Year:
2019
Pages:
426
Dimensions:
23.5 x 19.1 x 2.2 centimetres (0
Genre:
Computers, General, Computers,
Condition:
New
Availability:
Item usually sent within 5 working days
£41.50

Description

Mastering Python for Finance is a comprehensive guide to advanced financial statistical applications using Python. You'll learn how to build state-of-the-art infrastructure for modeling, visualization, trading, and more, empowering your financial applications with machine learning and deep learning techniques. By mastering the Python ecosystem, you'll be able to carry out complex financial calculations practiced in the industry, including research studies and risk management. You'll start by setting up your Jupyter notebook and learn to make efficient data-driven financial decisions using popular libraries such as TensorFlow, Keras, Numpy, SciPy, and scikit-learn. With this book, you'll gain a solid foundation in applying statistical analysis to time series data, understanding the value of event-driven backtesting systems, and building algorithmic trading platforms. By the end of the book, you'll be able to apply Python to different paradigms in the financial industry and perform efficient data analysis.

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