Time Series

Dataiku offers many visual and/or coding tools for working with time series data. The resources below will help guide you in your time series goals, whether you are preparing time series data, ready for forecasting, or just looking to get started.

Tip

To validate your knowledge of this area, register for the Time Series Analysis & Forecasting or Times Series Preparation courses, optional parts of the ML Practitioner learning path, on the Dataiku Academy.

Concepts

• Concept | Introduction to time series
• Concept | Time series data types and formats
• Concept | Time series components
• Concept | Objectives of time series analysis
• Concept | Time series analysis with interactive statistics
• Concept | Time series preparation
• Concept | Time series resampling
• Concept | Time series interval extraction
• Concept | Time series windowing
• Concept | Time series extrema extraction
• Concept | Time series forecasting

Tutorials

• Tutorial | Time series analysis
• Tutorial | Time series forecasting (visual ML)
• Tutorial | Time series preparation
• Tutorial | Forecasting time series data with R and Dataiku
• Tutorial | Deep learning for time series
• Tutorial | Export preprocessed data (for time series models)

Examples

• Example | Time series forecasting