Financial Modeling for Algorithmic Trading using Python, A practical guide to implementing financial analysis strategies using Python
- NEW
- Created by Packt Publishing
- English
- English [Auto-generated]
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What you'll learn
- How to use Numpy, Pandas, and matplotlib to manipulate, analyze, and visualize financial data
- Understand the Time Value of Money applications and project selection
- Make use of Monte Carlo method to simulate portfolio ending values, value options, and calculate Value at Risk
- Understand complex financial terminology and methodology in simple ways
- Featuring a premiere on Ensemble Learning with Bagging & Boosting
- How to apply your skills to real world cryptocurrency trading such as Bitcoin and Ethereum
- Building high-frequency trading robots
- Implementing backtesting econometrics for trading strategies evaluation
- Get hands-on with financial forecasting using machine learning with Python, Keras, scikit-learn, and pandas