Mastering Python for Finance

相似文件 换一批

是 否 +2 论坛币

k人 参与回答

经管之家送您一份

应届毕业生专属福利!

求职就业群

赵安豆老师微信：zhaoandou666

经管之家联合CDA

送您一个全额奖学金名额~ !

立即领取

感谢您参与论坛问题回答

经管之家送您两个论坛币！

+2 论坛币

Mastering Python for Finance: Implement advanced state-of-the-art financial statistical applications using Python, 2nd Edition

Author: James Ma Weiming
Pub Date: 2019
ISBN: 978-1789346466
Pages: 426
Language: English
Format: EPUB

Take your financial skills to the next level by mastering cutting-edge mathematical and statistical financial applications
The second edition of Mastering Python for Finance will guide you through carrying out complex financial calculations practiced in the industry of finance by using next-generation methodologies. You will master the Python ecosystem by leveraging publicly available tools to successfully perform research studies and modeling, and learn to manage risks with the help of advanced examples.
You will start by setting up your Jupyter notebook to implement the tasks throughout the book. You will learn to make efficient and powerful data-driven financial decisions using popular libraries such as TensorFlow, Keras, Numpy, SciPy, and sklearn. You will also learn how to build financial applications by mastering concepts such as stocks, options, interest rates and their derivatives, and risk analytics using computational methods. With these foundations, you will learn to apply statistical analysis to time series data, and understand how time series data is useful for implementing an event-driven backtesting system and for working with high-frequency data in building an algorithmic trading platform. Finally, you will explore machine learning and deep learning techniques that are applied in finance.
By the end of this book, you will be able to apply Python to different paradigms in the financial industry and perform efficient data analysis.
What you will learn

• Solve linear and nonlinear models representing various financial problems
• Perform principal component analysis on the DOW index and its components
• Analyze, predict, and forecast stationary and non-stationary time series processes
• Create an event-driven backtesting tool and measure your strategies
• Build a high-frequency algorithmic trading platform with Python
• Replicate the CBOT VIX index with SPX options for studying VIX-based strategies
• Perform regression-based and classification-based machine learning tasks for prediction
• Use TensorFlow and Keras in deep learning neural network architecture
  

Mastering Python for Finance-2nd(2019).rar (18.32 MB, 需要: 1 个论坛币) 本附件包括：

• mastering-python-finance-state-art-2nd.epub
• 9781789346466_Code.zip

2019-7-3 15:03:55 上传

需要: 1 个论坛币  [购买]

扫码加我 拉你入群

请注明：姓名-公司-职位

以便审核进群资格，未注明则拒绝

谢谢分享

谢谢分享

cqiao 发表于 2019-7-3 15:04
Mastering Python for Finance: Implement advanced state-of-the-art financial statistical applications ...

感谢楼主分享！

谢谢分享

多谢分享

没有附件？

magicwinner 发表于 2019-7-4 22:42
没有附件？

不好意思，有附件，不知道为啥没显示。重新编辑了一下等审核。

magicwinner 发表于 2019-7-4 22:42
没有附件？

不好意思，有附件，不知道为啥没显示。重新编辑了一下等审核。

没看到附件