# Time Series Preparation[¶](https://knowledge.dataiku.com/latest/kb/analytics-ml/time-series/ts-prep/index.html#time-series-preparation "Permalink to this headline")

Before modeling and forecasting time series data, you often need to prepare it in specific ways. This is made easier by the Time Series Preparation plugin.

Tip

You can also validate your knowledge of this area in the Dataiku Academy course Time Series Preparation, an optional course in the ML Practitioner learning path.

## Concepts[¶](https://knowledge.dataiku.com/latest/kb/analytics-ml/time-series/ts-prep/index.html#concepts "Permalink to this headline")

* Concept: Time Series Preparation

* Concept: Resampling

* Concept: Time Series Interval Extraction Pt 1

* Concept: Time Series Interval Extraction Pt 2

* Concept: Time Series Interval Extraction Pt 3

* Concept: Time Series Windowing Pt 1

* Concept: Time Series Windowing Pt 2

* Concept: Time Series Windowing Pt 3

* Concept: Time Series Extrema Extraction

## Tutorials[¶](https://knowledge.dataiku.com/latest/kb/analytics-ml/time-series/ts-prep/index.html#tutorials "Permalink to this headline")

* Hands-On Tutorial: Visualizing Time Series Data

* Hands-On Tutorial: Resampling Time Series Data

* Hands-On Tutorial: Interval Extraction

* Hands-On Tutorial: Time Series Windowing

* Hands-On Tutorial: Extrema Extraction
