If you enjoyed this book, you may be interested in these other books by Packt:

Hands-On Python for Finance
Krish Naik

ISBN: 978-1-78934-637-4

• Clean financial data with data preprocessing
• Visualize financial data using histograms, color plots, and graphs
• Perform time series analysis with pandas for forecasting
• Estimate covariance and the correlation between securities and stocks
• Optimize your portfolio to understand risks when there is a possibility of higher returns
• Calculate expected returns of a stock to measure the performance of a portfolio manager
• Create a prediction model using recurrent neural networks (RNN) with Keras and TensorFlow

Mastering Python for Finance - Second Edition
James Ma Weiming

ISBN: 978-1-78934-646-6

• 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