Description

Learn the basics and the advanced concepts of Tableau to create stunning and detailed visualizations. This course provides step-by-step guidance on how we can make data easier to understand and easier to interpret by using visualizations. We'll be working with Tableau 2020.3.

Visualizations provide us with a clearer understanding of data in a shorter span of time. They prove to be a powerful tool to make analyses and identify patterns. They also form an integral part of data storytelling by helping in creating narratives. Tableau's remarkable visualization capabilities make it a popular choice for data visualization. In this course, we will understand the capabilities of Tableau that makes it a popular software. Discover the basic tableau concepts and go over some basic charts that can be created easily using Tableau. We will then go over how we can create dashboards and stories to present contextual information of the data. Finally, we will learn some advanced features in Tableau, such as data modelling, controlling the granularity of the visualizations, and performing table calculations. By the end of the course, you will be able to use Tableau effectively and will be able to create sophisticated visualizations easily. All the resources and supportive files for this course are available at https://github.com/PacktPublishing/The-Complete-Tableau-Bootcamp-for-Aspiring-Data-Scientists

What You Will Learn

Explain the features of Tableau software
Describe the core concepts of Tableau
Create basic and advanced charts
Group and filter data
Create and format stories
Use the Level of Detail feature in Tableau
Use the data modeling features in Tableau

Audience

This course is designed by considering you are an absolute beginner; even the simplest concepts are explained in detail. No prior experience in data science or Tableau is needed for this course.

Anyone who's already working with Tableau and wants to refresh their knowledge will also find this course useful.

Approach

A practical, hands-on guide to Tableau. Covers all the basic concepts to build a solid foundation for learners with no prior experience in Tableau.

Key Features

Detailed step-by-step walkthrough of creating data visualizations * Create dashboards and stories in Tableau * Define the granularity of data using the Level of Detail feature

Github Repo

https://github.com/PacktPublishing/The-Complete-Tableau-Bootcamp-for-Aspiring-Data-Scientists

About the Author

Vivek P.

Vivek P. is a Tableau Certified Associate with more than 12 years of IT experience with different technologies. He is enthusiastic about working with technology and strongly believes in hands-on learning. His teaching methodology is also driven by this belief.

Course Outline

1. Getting Started with Tableau

1. Welcome to the Course

This video is a quick introduction to the course and what we are going to learn in this course.

2. What will be Cover in the Course

In this video, let's see what we are going to cover in this course.

3. Course Recourses

Let us see how to find the course resources for any video.

4. Tableau Introduction

In this video, let's get a quick introduction to Tableau.

5. Different Tableau Products

In this video, we'll see and encounter different Tableau products.

6. Software Installation

In this video, let's learn how to install the software.

7. Software Walkthrough (Tableau Desktop Public Edition)

In this video, let's take a quick walkthrough the software (Tableau Desktop Public Edition).

8. Download Files from Tableau Public

In this video, we'll see how to download files from Tableau Public.

2. Tableau Desktop Professional Edition

1. Section Introduction

In this video, we'll take a quick tour of the section.

2. Software Installation

In this video, let's learn how to install the software.

3. Software Walkthrough (Tableau Desktop)

In this video, let's take a quick walkthrough to the software (Tableau Desktop).

4. Create Live and Extract Connection

In this video, let's learn how to create live and extract connections.

5. Live Versus Extract Connection Type

In this video, let's learn the difference between live and extract connection types.

6. Tableau Reader, TWBX Versus TWB Files

In this video, let's learn the difference between Tableau Reader, TWBX, and TWB files.

3. Tableau Core Concepts

1. Dimensions and Measures

In this video, let's learn about dimensions and measures.

2. Update Data Types

In this video, let's learn how to update data types.

3. Discrete and Continuous Fields

In this video, let's learn about discrete and continuous fields.

4. Aggregation and Granularity

In this video, let's learn about aggregation and granularity.

5. Discrete Date Parts and Continuous Date Values

In this video, let's learn about discrete date parts and continuous date values.

6. Calculated Fields

In this video, let's learn about calculated fields.

7. Logical Expressions

In this video, let's learn about logical expressions.

8. Ratio Calculations

In this video, let's learn about ratio calculations.

4. Chart Types

1. Bar Chart and Stacked Bar Chart

In this video, let's learn about bar charts and learn how to create bar charts.

2. Line Chart

In this video, let us learn about the line chart.

3. Hands-On Exercise

In this video, we'll do a hands-on exercise to create a line chart.

4. Solution

In this video, we'll look at the solution for the line chart exercise.

5. Sorting - Computed and Manual

In this video, let's explore about two types of Sorting: computed and manual.

6. Filters - Dimension and Measure

In this video, let's explore about 2 types of filters: dimension and measure.

7. Reference Line and Trend Line

In this video, let's understand what the reference line and trend line are.

8. Scatter Plot

In this video, let's learn about the scatter plot.

9. Hierarchies

In this video, let's learn about hierarchies.

10. Cross Tabs and Highlight Tables

In this video, let's learn about cross tabs and highlight tables.

11. Heat Maps

In this video, let's explore heat maps.

12. Symbol Maps

In this video, let's look at symbol maps.

13. Filled Maps

In this video, let's learn about filled maps.

14. Context Filters

In this video, let's see context filters.

15. Histograms

In this video, let's learn about histograms.

5. More Chart Types

1. Pie Charts

In this video, let's learn about pie charts.

2. Tree Maps, Word Cloud, Packed Bubbles

In this video, let's explore tree maps, word cloud, and packed bubbles.

3. Viz in Tooltip

In this video, let's learn about Viz in Tooltip.

4. Dual Axis

In this video, let's see the dual axis.

5. Lollipop Chart

In this video, let's look at a lollipop chart.

6. Add Custom Shapes

In this video, let's add custom shapes.

7. Animations

In this video, let's learn how to add animations.

8. Show Me

In this video, let's understand the Show Me feature.

9. Date Filters

In this video, let's learn how to work with date filters.

10. Groups and Visual Groups

In this video, let's explore groups and visual groups.

11. Sets

In this video, let's understand the sets.

12. Parameters

In this video, let's see what parameters are.

6. Dashboard and Stories

1. Hands-On Exercises (Profit Analysis)

In this video, let's take hands-on exercises for profit analysis.

2. Solutions (Profit Analysis)

In this video, let's look at the solutions for the profit analysis exercise.

3. Hands-On Exercises (Sales Analysis)

In this video, let's take hands-on exercises for sales analysis.

4. Solutions (Sales Analysis)

In this video, let's look at the solutions for the sales analysis exercise.

5. Dashboard Introduction

In this video, let's take a quick introduction to the dashboard.

6. Create A Profit Analysis Dashboard

In this video, let's learn how to create a profit analysis dashboard.

7. Add Actions for Interactivity

In this video, let's learn how to add actions for interactivity.

8. Create Sales Analysis Dashboard

In this video, let's learn how to create a sales analysis dashboard.

9. Hands-On Exercise (Add Actions)

In this video, let's take a hands-on exercise to add actions.

10. Solution (Add Actions)

In this video, let's look at the solution for the adding actions exercise.

11. Use Dashboard Objects (Navigation and Download)

In this video, let's learn how to use dashboard objects for navigation and download.

12. Create Course Comparison Dashboard (Embed YouTube URL in Dashboard)

In this video, let's learn how to create a course comparison dashboard by embedding the YouTube URL in the dashboard.

13. Creating a Tableau Story

In this video, let's learn how to create a Tableau story.

14. Formatting a Story

In this video, let's learn how to format a story.

7. Understand Table Calculations

1. Create Custom Dates

In this video, let's learn how to create custom dates.

2. Table Calculations - Problem Statement

In this video, let's explore the problem statement for table calculations.

3. Table Calculations - Concepts

In this video, let's explore concepts for table calculations.

4. Table Calculations - Scope and Direction

In this video, let's explore the scope and direction for table calculations.

5. Table Calculations - Rank Calculation

In this video, let's explore the rank calculation for table calculations.

6. Table Calculations - Percent Total

In this video, let's learn the percent total for table calculations.

8. Level of Detail Expressions

1. Level of Details (LOD) Introduction

In this video, let's take a quick introduction to Level of Details (LOD).

2. Fixed - LOD

In this video, let's learn fixed LOD.

3. Fixed LOD - Cohort Analysis

In this video, let's learn fixed LOD - cohort analysis.

4. Include - LOD

In this video, let's learn include - LOD.

5. Exclude - LOD

In this video, let's learn exclude - LOD.

6. Exclude LOD - Another Example

In this video, let's see another example to exclude LOD.

7. Hands-On Exercise

In this video, let's take a hands-on exercise.

8. Solution

In this video, let's look at the solution.

9. Data Preparation (Introducing Relationships)

1. Data Model

In this video, let's learn about the data model.

2. Understand Joins

In this video, let us understand the joins.

3. Use Relationships Instead of Joins

In this video, let's learn how to use relationships instead of joins.

4. Cross-Database Joins

In this video, let's learn about cross-database joins.

5. Relationships with Calculations

In this video, let's learn about relationships with calculations.

6. Data Blending

In this video, let's explore data blending.

7. Use Relationships Instead of Blend

In this video, let's learn how to use relationships instead of blend.

8. Summarize Relationships, Joins, and Blends

In this video, let's summarize relationships, joins, and blends.

9. Understand Unions

In this video, let's understand unions.

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The Complete Tableau Bootcamp for Aspiring Data Scientists

By Packt

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