Dissecting Time Series and Sequential Data

In this chapter, we will cover the following recipes:

• Transforming data into a time series format
• Slicing time series data
• Operating on time series data
• Extracting statistics from time series data
• Building HMMs for sequential data
• Building CRFs for sequential text data
• Analyzing stock market data
• Using RNNs to predict time series data