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

This course teaches how to use Dataiku DSS’s tools for visual statistics.

See the full version of this course on the Academy.

* Interactive Visual Statistics <https://academy.dataiku.com/interactive-visual-statistics-1>`\_ is part of the learning path leads to the ML Practitioner certificate.

## Lessons[¶](https://knowledge.dataiku.com/latest/courses/statistics/index.html#lessons "Permalink to this headline")

* Basics 102: Interactive Visual Statistics

+ Lessons

* Hands-On: Explore the Interactive Statistics Interface

+ Prerequisites

+ Create Your Project

+ The Statistics Interface

* Concept Summary: Univariate and Bivariate Analysis

+ Categorical and Numerical Variables

+ Factor and Response

* Hands-On: Perform Univariate and Bivariate Analysis

+ Univariate Analysis

+ Bivariate Analysis

* Concept: Fit Curves and Distributions

+ Distribution Fitting

+ Curve Fitting

* Hands-On: Fit Univariate and Bivariate Distributions

+ Univariate Distributions

+ Bivariate Distributions

* Hands-On: Model the Relationship Between Two Variables

* Concept: Correlation Matrix

+ Correlation Coefficients

+ Correlation Matrix Card

* Hands-On: Create a Correlation matrix

* Concept: Principal Component Analysis (PCA)

+ PCA

+ Principal Component Analysis Card

* Hands-On: Analyze Effects of Dimensionality Reduction

+ Perform PCA

* Concept Summary: Statistical Testing

+ Hypothesis Testing

+ Test Categories

+ Grouping Variable

+ Adjustment Method

* Hands-On: Perform Statistical Tests

+ One-sample Student t-test

+ Categorical Chi-square Independence Test

+ Summary

* Wrap Up: Interactive Visual Statistics

+ Congratulations!

+ Learn More
