# Interactive Visual Statistics[¶](https://knowledge.dataiku.com/latest/kb/analytics-ml/statistics.html#interactive-visual-statistics "Permalink to this headline")

Learn how to use Dataiku’s native tools for visual statistics.

Tip

To validate your knowledge of this area, register for the Interactive Visual Statistics course, part of the ML Practitioner learning path, on the Dataiku Academy.

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

* Concept: Statistics Worksheet

* Concept: Statistics Card

* Concept: Categorical and Numerical Variables

* Concept: Factor and Response

* Concept: Fit Curves and Distributions

* Concept: Correlation Matrix

* Concept: Principal Component Analysis (PCA)

* Concept: Hypothesis Testing

* Concept: Test Categories

* Concept: Grouping Variable

* Concept: Adjustment Method

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

* Hands-On Tutorials: Interactive Visual Statistics

* How-To: Perform Statistical Analysis on Time Series Data
