Interactive Statistics

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

Tip

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

Concepts

• Concept | Statistics worksheets
• Concept | Statistics cards
• Concept | Categorical and numerical variables in a statistics worksheet
• Concept | Factor and response roles in a statistics card
• Concept | Statistics cards for fit curves and distributions
• Concept | Correlation matrices in statistical worksheets
• Concept | Principal Component Analysis (PCA)
• Concept | Hypothesis testing
• Concept | Hypothesis test categories
• Concept | Grouping variables in statistical testing
• Concept | Adjustment methods for hypothesis test cards

Tutorials

• Tutorial | Compute statistics (Core Designer part 5)
• Tutorial | Explore the interactive statistics interface
• Tutorial | Perform univariate and bivariate analysis with a statistics card
• Tutorial | Fit univariate and bivariate distributions
• Tutorial | Model the relationship between two variables with a statistics card
• Tutorial | Create a correlation matrix
• Tutorial | Analyze effects of dimensionality reduction with the PCA card
• Tutorial | Perform statistical tests