Using Statistical Functions in Tableau: Tableau Desktop Guide (2026)

Progress 8 / 10

📑 Table of Contents

Introduction to Tableau and Business Intelligence

1 What is Tableau and Why it is Used in Business Intelligence
2 History and Evolution of Tableau
3 Tableau vs Other Business Intelligence Tools
4 Overview of Tableau Products
5 Key Features of Tableau
6 Real World Use Cases of Tableau
7 Benefits of Using Tableau for Data Analysis
8 Understanding Tableau Data Analysis Workflow
9 Tableau Career Opportunities
10 Complete Tableau Learning Roadmap for Beginners

Tableau Installation and Interface Overview

11 How to Download Tableau Desktop
12 Installing Tableau Desktop Step by Step
13 How to Activate Tableau Desktop
14 Tableau Home Screen Overview
15 Understanding the Tableau Workspace
16 Understanding the Data Pane in Tableau
17 Using the Analytics Pane in Tableau
18 Worksheets, Dashboards and Stories in Tableau
19 Navigation Tools in Tableau
20 How to Save Tableau Workbooks

Connecting Data Sources in Tableau

21 Introduction to Data Connections in Tableau
22 Connecting Excel Data to Tableau
23 Connecting CSV Files in Tableau
24 Connecting SQL Databases in Tableau
25 Connecting Google Sheets to Tableau
26 Live vs Extract Connections in Tableau
27 Understanding the Tableau Data Source Page
28 Using Data Joins in Tableau
29 Combining Data using Union in Tableau
30 Data Blending in Tableau

Tableau Data Preparation and Cleaning

31 Introduction to Data Preparation in Tableau
32 Understanding Data Types in Tableau
33 Changing Data Types in Tableau
34 Renaming Fields in Tableau
35 Splitting Columns in Tableau
36 Pivoting Data in Tableau
37 Removing Duplicate Data in Tableau
38 Handling Null Values in Tableau
39 Data Formatting in Tableau
40 Data Cleaning Best Practices in Tableau

Basic Charts and Visualizations in Tableau

41 Introduction to Charts and Visualizations in Tableau
42 Creating Bar Charts in Tableau
43 Creating Line Charts in Tableau
44 Creating Pie Charts in Tableau
45 Creating Area Charts in Tableau
46 Creating Scatter Plots in Tableau
47 Creating Table Charts in Tableau
48 Creating Highlight Tables in Tableau
49 Creating Dual Axis Charts in Tableau
50 Formatting Charts in Tableau

Advanced Data Visualization Techniques

51 Introduction to Advanced Visualizations in Tableau
52 Creating Heat Maps in Tableau
53 Creating Tree Maps in Tableau
54 Creating Geographic Maps in Tableau
55 Creating Bubble Charts in Tableau
56 Creating Gantt Charts in Tableau
57 Creating Waterfall Charts in Tableau
58 Advanced Scatter Plots in Tableau
59 Using Trend Lines in Tableau
60 Advanced Visualization Best Practices

Tableau Calculated Fields and Formulas

61 Introduction to Calculated Fields in Tableau
62 Creating Calculated Fields in Tableau
63 Using String Functions in Tableau
64 Using Date Functions in Tableau
65 Using Logical Functions in Tableau
66 Aggregate Functions in Tableau
67 Understanding Table Calculations in Tableau
68 Creating Running Totals in Tableau
69 Moving Average Calculations in Tableau
70 Calculated Field Best Practices in Tableau

Tableau Filters, Parameters and Sets

71 Introduction to Filters in Tableau
72 Types of Filters in Tableau
73 Using Dimension Filters in Tableau
74 Using Measure Filters in Tableau
75 Using Date Filters in Tableau
76 Using Context Filters in Tableau
77 Introduction to Parameters in Tableau
78 Creating Parameters in Tableau
79 Introduction to Sets in Tableau
80 Dynamic Sets and Interactive Filtering in Tableau

Building Interactive Dashboards in Tableau

81 Introduction to Dashboards in Tableau
82 Creating Your First Dashboard in Tableau
83 Understanding Dashboard Layout in Tableau
84 Using Containers in Tableau Dashboards
85 Adding Filters to Tableau Dashboards
86 Using Dashboard Actions in Tableau
87 Highlight Actions in Tableau Dashboards
88 Using URL Actions in Tableau
89 Designing Responsive Dashboards in Tableau
90 Dashboard Design Best Practices in Tableau

Tableau Storytelling and Data Presentation

91 Introduction to Data Storytelling in Tableau
92 Understanding Tableau Story Feature
93 Creating Story Points in Tableau
94 Using Story Navigation in Tableau
95 Highlighting Insights in Tableau Stories
96 Using Annotations in Tableau Dashboards
97 Designing Presentation Ready Dashboards
98 Executive Reporting with Tableau
99 Building Story Driven Dashboards
100 Best Practices for Data Presentation in Tableau

Advanced Tableau Analytics

101 Introduction to Advanced Analytics in Tableau
102 Understanding Trend Analysis in Tableau
103 Using Forecasting in Tableau
104 Clustering Analysis in Tableau
105 Using Reference Lines and Bands
106 Using Distribution Analysis in Tableau
107 Outlier Detection in Tableau
108 Using Statistical Functions in Tableau
109 Predictive Analytics Using Tableau
110 Advanced Analytics Best Practices in Tableau

Tableau Performance Optimization

111 Introduction to Tableau Performance Optimization
112 Understanding Tableau Query Performance
113 Reducing Data Volume for Better Performance
114 Using Data Extracts for Faster Dashboards
115 Optimizing Calculations in Tableau
116 Optimizing Dashboard Layout for Performance
117 Optimizing Filters for Better Performance
118 Improving Data Source Performance
119 Using Performance Recording in Tableau
120 Best Practices for Tableau Performance Optimization

Real World Tableau Projects

121 Introduction to Real World Tableau Projects
122 Sales Performance Dashboard Project
123 Customer Segmentation Analysis Project
124 Marketing Campaign Analysis Dashboard
125 Financial Performance Dashboard Project
126 HR Analytics Dashboard Project
127 Supply Chain Analytics Project
128 E-commerce Analytics Dashboard
129 Healthcare Analytics Dashboard Project
130 Building a Complete Business Intelligence Dashboard

Tableau Server and Tableau Online

131 Introduction to Tableau Server and Tableau Online
132 Understanding Tableau Server Architecture
133 Publishing Dashboards to Tableau Server
134 Publishing Dashboards to Tableau Online
135 Managing Users and Permissions in Tableau Server
136 Working with Projects in Tableau Server
137 Scheduling Data Refresh in Tableau Server
138 Embedding Tableau Dashboards in Websites
139 Tableau Server Security and Authentication
140 Best Practices for Deploying Tableau Server

Tableau Desktop Certified Associate Exam Preparation

141 Introduction to Tableau Desktop Certified Associate Exam
142 Understanding Tableau Exam Structure
143 Key Topics Covered in Tableau Certification
144 Tableau Exam Preparation Strategy
145 Common Tableau Certification Questions
146 Tableau Dashboard Design for Certification
147 Practicing Tableau Calculations for Exams
148 Tableau Data Visualization Questions
149 Tableau Practice Exam Tips
150 Final Preparation Guide for Tableau Certification

Using Statistical Functions in Tableau

Intermediate Topic 8 of 10

Statistical Functions

Tableau supports multiple statistical functions to analyze datasets.

Examples

AVG()
MEDIAN()
STDEV()
VAR()

These functions help summarize and interpret data more effectively.

Outlier Detection in Tableau Predictive Analytics Using Tableau

Full Stack Java Development

Python Training

📑 Table of Contents

🎓 Want Live Training?

Statistical Functions

Examples

Get Newsletter

CONTACT

COMPANY

PROGRAMS

TRENDING COURSES