Book

Mastering Python for Finance

This book enables you to develop financial applications by harnessing Python’s strengths in data visualization, interactive analytics, and scientific computing. You will be using popular libraries such as TensorFlow, Keras, scikit-learn, and so on to extend the functionalities of your financial applications by using smart machine learning techniques.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
14h12m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 14h12m total length

1. Overview of Financial Analysis with Python
2. The Importance of Linearity in Finance
3. Nonlinearity in Finance
4. Numerical Methods for Pricing Options
5. Modeling Interest Rates and Derivates
6. Statistical Analysis of Time Series Data
7. Interactive Financial Analytics with VIX
8. Building an Algorithmic Trading Platform
9. Implementing a Backtesting System
10. Machine Learning for Finance
11. Deep Learning for Finance

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