
Course Introduction: Interactive Visual Statistics 2 min
 The Interactive Statistics Interface

Concept: Statistics Worksheet 1 min
Concept: Statistics Worksheet

Concept: Statistics Card 1 min
Concept: Statistics Card

Concept Summary: The Interactive Visual Statistics Interface 1 min
Concept Summary: The Interactive Visual Statistics Interface

HandsOn: Explore the Interactive Statistics Interface 1 min

Quiz: The Interactive Visual Statistics Interface 2 min
 Univariate and Bivariate Analysis

Concept: Categorical and Numerical Variables 1 min

Concept: Factor and Response 1 min

Concept Summary: Univariate and Bivariate Analysis 1 min

HandsOn: Perform Univariate Analysis 1 min

HandsOn: Perform Bivariate Analysis 1 min

Quiz: Univariate and Bivariate Analysis 2 min
 Fit Curves and Distributions

Concept: Fit Curves and Distributions 2 min

Concept Summary: Fit Curves and Distributions 1 min

HandsOn: Fit Univariate Distributions 1 min

HandsOn: Fit Bivariate Distributions 0 min

HandsOn: Model the Relationship Between Two Variables 0 min

Quiz: Fit Curves and Distributions 2 min
 Correlation Matrix

Concept: Correlation Matrix 2 min

Concept Summary: Correlation Matrix 1 min

HandsOn: Create a Correlation Matrix 0 min

Quiz: Correlation Matrix 2 min
 Principal Component Analysis

Concept: Principal Component Analysis 2 min

Concept Summary: Principal Component Analysis 1 min

HandsOn: Analyze Effects of Dimensionality Reduction 1 min

Quiz: Principal Component Analysis 2 min
 Statistical Testing

Concept: Hypothesis Testing 1 min

Concept: Test Categories 2 min

Concept: Grouping Variable 1 min

Concept: Adjustment Method 1 min

Concept Summary: Statistical Testing 3 min

HandsOn: Perform OneSample Location Tests 1 min

HandsOn: Perform OneSample Distribution Tests 0 min

HandsOn: Perform TwoSample Location Tests 0 min

HandsOn: Perform TwoSample Distribution Tests 0 min

HandsOn: Perform NSample Location Tests 0 min

HandsOn: Perform Tests on Categorical Variables 0 min

Quiz: Statistical Testing 2 min
 Wrap Up

Course Checkpoint: Interactive Visual Statistics 5 min

Tell Us What You Think 1 min

Course Complete 1 min
Interactive Visual Statistics
Learn how to use tools for visual statistics in Dataiku DSS.
The Interactive Visual Statistics course is designed to provide a handson overview of statistical analysis in Dataiku DSS and to equip you to perform exploratory data analysis (EDA). Completion of this course will enable you to move on to more advanced courses. Throughout the course, we will perform EDA on wine quality datasets. Each section of the course begins with short video lessons that teach key concepts. The handson lessons that follow provide detailed instructions for you to practice working in the interactive statistics interface and implement common tasks in descriptive and inferential statistics. You'll also get to perform curve and distribution fitting, analyze the effects of dimensionality reduction, and more. 
Learning Objectives
At the end of this course, you will be able to:
1  Implement EDA using both descriptive and inferential statistics
2  Perform curve and distribution fitting
3  Explore pairwise correlations in a correlation matrix
3  Analyze the effects of implementing dimensionality reduction
Course Properties
Course Title  Interactive Visual Statistics 
Target Audience 
Anyone interested in performing statistical analysis using the interactive visual statistics interface in Dataiku DSS 
Access Level 
Free / included with registration 
Estimated Time for Completion 
68 Minutes 
Completion Criteria 
Pass the course checkpoint with 80% 
Supplemental Materials (Y/N) 
NONE 
Knowledge Prerequisite(s) 
Some prior knowledge of hypothesis tests, EDA, correlation, probability distributions, and PCA You can also take the optional Intro to Statistical Analysis course when it becomes available. 
Technical Prerequisite(s) 
Dataiku DSS  Latest version (FREE EDITION is enough) 
Start by watching the Course Introduction: Interactive Visual Statistics video and by looking at some key concepts: Statistics Worksheet and Statistics Card.