Time Series Preparation

Curriculum120 min

• Time Series Preparation
• Concept | Time series preparation
• Tutorial | Get started
• Tutorial | Visualize time series data
• Resampling
• Concept | Time series resampling
• Tutorial | Resample time series data
• Interval Extraction
• An overview of time series interval extraction
• The motivation for interval extraction of time series
• The mechanics of the interval extraction recipe
• Using the interval extraction recipe in Dataiku
• Tutorial | Extract intervals from time series data
• Windowing
• An overview of time series windowing
• An introduction to time series windowing parameters
• Time series window shape
• Demo
• Tutorial | Compute window aggregations over time series data
• Extrema Extraction
• Concept | Time series extrema extraction
• Tutorial | Extract extrema from time series data
• Decomposition
• Time series components
• Tutorial | Decompose time series data
• Wrap Up
• Course checkpoint | Time Series Preparation
• Tell us what you think | Time Series Preparation 1 min
• Course complete | Time Series Preparation