Tableau A-Z: Hands-On Tableau Training for Data Science from Udemy

Learn data visualization through Tableau and create opportunities for you or key decision-makers to discover data patterns such as customer purchase behavior, sales trends, or production bottlenecks.

You'll learn all of the features in Tableau that allow you to explore, experiment with, fix, prepare, and present data easily, quickly, and beautifully.

Use Tableau to Analyze and Visualize Data So You Can Respond Accordingly

Connect Tableau to a Variety of Datasets
Analyze, Blend, Join, and Calculate Data
Visualize Data in the Form of Various Charts, Plots, and Maps

Convert Raw Data Into Compelling Data Visualizations Using Tableau

Because every module of this course is independent, you can start in whatever section you wish, and you can do as much or as little as you like.

Each section provides a new data set and exercises that will challenge you so you can learn by immediately applying what you're learning.

Content is updated as new versions of Tableau are released. You can always return to the course to further hone your skills, while you stay ahead of the competition.

Contents and Overview

This course begins with Tableau basics. You will navigate the software, connect it to a data file, and export a worksheet, so even beginners will feel completely at ease.

To be able to find trends in your data and make accurate forecasts, you'll learn how to work with data extracts and timeseries.

Also, to make data easier to digest, you'll tackle how to use aggregations to summarize information. You will also use granularity to ensure accurate calculations.

In order to begin visualizing data, you'll cover how to create various charts, maps, scatterplots, and interactive dashboards for each of your projects.

You'll even learn when it's best to join or blend data in order to work with and present information from multiple sources.

Finally, you'll cover the latest and most advanced features of data preparation in Tableau 10, where you will create table calculations, treemap charts, and storylines.

By the time you complete this course, you'll be a highly proficient Tableau user. You will be using your skills as a data scientist to extract knowledge from data so you can analyze and visualize complex questions with ease.

You'll be fully prepared to collect, examine, and present data for any purpose, whether you're working with scientific data or you want to make forecasts about buying trends to increase profits.

What's inside

Learning objectives

Install tableau desktop
Connect tableau to various datasets: excel and csv files
Create barcharts
Create area charts
Create maps
Create scatterplots
Create piecharts
Create treemaps
Create interactive dashboards
Create storylines
Understand types of joins and how they work
Work with data blending in tableau
Create table calculations
Work with parameters

Create dual axis charts
Create calculated fields
Create calculated fields in a blend
Export results from tableau into powerpoint, word, and other software
Work with timeseries data (two methods)
Creating data extracts in tableau
Understand aggregation, granularity, and level of detail
Adding filters and quick filters
Create data hierarchies
Adding actions to dashboards (filters & highlighting)
Assigning geographical roles to data elements
Advanced data preparation (including latest updates in tableau)
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Install tableau desktop
Connect tableau to various datasets: excel and csv files
Create barcharts
Create area charts
Create maps
Create scatterplots
Create piecharts
Create treemaps
Create interactive dashboards
Create storylines
Understand types of joins and how they work
Work with data blending in tableau
Create table calculations
Work with parameters
Create dual axis charts
Create calculated fields
Create calculated fields in a blend
Export results from tableau into powerpoint, word, and other software
Work with timeseries data (two methods)
Creating data extracts in tableau
Understand aggregation, granularity, and level of detail
Adding filters and quick filters
Create data hierarchies
Adding actions to dashboards (filters & highlighting)
Assigning geographical roles to data elements
Advanced data preparation (including latest updates in tableau)
Show more
Show less

Syllabus

It's super easy to get Started

Welcome Challenge!

Welcome! What is Tableau & Course Overview

Installation

Exercise - Get Excited!

Get the Datasets here

Extra Resources

Tableau Basics: Your First Bar chart

The Business Challenge - Who Gets the Annual Reward?

Connecting Tableau to a Data File - CSV File

Navigating Tableau

Creating Calculated Fields

Adding Colors

Adding Labels and Formatting

Exporting Your Worksheet

Get The Viz

Tableau Basics

Time series, Aggregation, and Filters

Section Intro

Working with Data Extracts in Tableau

Working with Time Series

Understanding Aggregation, Granularity, and Level of Detail

Creating an Area Chart & Learning About Highlighting

Adding a Filter and Quick Filter

Timeseries, Aggregation, and Filters

Maps, Scatterplots, and Your First Dashboard

Relationships vs Joins (v. 2020.2 update)

Joining Data in Tableau

Creating a Map, Working with Hierarchies

Creating a Scatter Plot, Applying Filters to Multiple Worksheets

Let's Create our First Dashboard!

Adding an Interactive Action - Filter

Adding an Interactive Action - Highlighting

Joining, Blending and Relationships; PLUS: Dual Axis Charts

Understanding how LEFT, RIGHT, INNER, and OUTER Joins Work

Joins With Duplicate Values

Joining on Multiple Fields

The Showdown: Joining Data v.s. Blending Data in Tableau

Data Blending in Tableau

Dual Axis Chart

Creating Calculated Fields in a Blend (Advanced Topic)

New challenge and dataset!

The Data Model (v2020.2 update)

Working with Relationships in Tableau (v2020.2 update)

Section Recap

Joining and Blending Data, PLUS: Dual Axis Charts

Table Calculations, Advanced Dashboards, Storytelling

Downloading the Dataset and Connecting to Tableau

Mapping: how to Set Geographical Roles

Creating Table Calculations for Gender

Creating Bins and Distributions For Age

Leveraging the Power of Parameters

How to Create a Tree Map Chart

Creating a Customer Segmentation Dashboard

Advanced Dashboard Interactivity

Analyzing the Customer Segmentation Dashboard *

Creating a Storyline

Advanced Data Preparation

What Format Your Data Should Be In

Data Interpreter

Pivot

Splitting a Column into Multiple Columns

MetaData Grid

Fixing Geographical Data Errors in Tableau

Clusters, Custom Territories, Design Features

The Challenge: Startup Expansion Analytics

Custom Territories Via Groups

Custom Territories Via Geographic Roles

Adding a Highlighter

Clustering In Tableau

Cross-Database Joins

Modeling With Clusters

Saving Your Clusters

New Mobile Features

What's new in Tableau

Data From PDF Files

Connecting to PDF

Connecting to Spatial Files

Joining to Spatial Files

Putting it All Together

Step and Jump Line Chart

Viz in Tooltip

Conclusion

Course overview and roadmap download

THANK YOU Video

EXTRA: Interview With A Graduate Of This Course

Some Additional Resources!!

Congratulations!! Don't forget your Prize :)

Huge Congrats for completing the challenge!

Bonus: How To UNLOCK Top Salaries (Live Training)

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Explores Tableau, which is standard in data visualization and can be useful for inventory management, financial tracking, and data analysis

Taught by Kirill Eremenko, SuperDataScience Team, and Ligency Team, who are all recognized for their work in data science and data visualization

Develops skills in data visualization through Tableau, including creating various charts, maps, scatterplots, and dashboards, which are core skills for data scientists, analysts, and business intelligence professionals

Begins with Tableau basics and progresses to advanced data preparation, ensuring a strong foundation for beginners and intermediate learners alike

Provides hands-on labs and interactive materials, including exercises and challenges, to reinforce learning and provide practical application of skills

Covers a comprehensive range of Tableau features, including data preparation, visualization, and dashboard creation, providing a well-rounded understanding of the software

Reviews summary

Clear and comprehensive tableau training

According to students, this comprehensive course on Tableau is a great way to advance data science skills. Students say explanations are clear and the assignments are engaging, but they note that some topics are missing.

Covers Tableau in depth, making it easy to understand concepts.

"This course provides an in-depth overview of Tableau."

"The lessons are well-structured and easy to follow."

Some advanced Tableau topics are missing from the course.

"A few advanced topics are missing, but they may be covered in a more advanced course."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Tableau A-Z: Hands-On Tableau Training for Data Science with these activities:

Tableau Concepts Review

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This activity ensures that you refresh your understanding in Tableau concepts and refresh your mind before proceeding with the course.

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Review the Tableau documentation.
Watch videos or tutorials on Tableau concepts.
Take a Tableau practice quiz.

Review Data Analysis Fundamentals

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Reinforce essential data analysis concepts to strengthen your foundation for this course.

Browse courses on Data Analysis

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Review notes or textbooks on data analysis concepts.
Work through practice problems or exercises.
Participate in online forums or discussion groups to engage with other learners.

Seek Mentorship from Tableau Experts

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Connect with experienced Tableau users to gain valuable guidance and support.

Browse courses on Tableau

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Attend industry events or online forums to network with Tableau professionals.
Reach out to individuals on LinkedIn or other social media platforms.
Ask for advice, feedback, and insights on your Tableau journey.

Nine other activities

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Show all 12 activities

Volunteer with Data-Driven Organizations

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Apply your Tableau skills while making a positive impact on your community.

Browse courses on Data Analysis

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Identify organizations that utilize Tableau for data analysis and visualization.
Contact the organizations and inquire about volunteer opportunities.
Assist with data analysis, visualization, and reporting projects.

Join a Tableau Study Group

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Connect with peers, share knowledge, and support each other's learning journey in Tableau.

Browse courses on Tableau

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Find or form a study group with other Tableau learners.
Meet regularly to discuss course material, work on projects together, and share resources.
Provide feedback and support to fellow group members.

Tableau Practice Exercises

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Improve your proficiency in Tableau by completing guided exercises and challenges.

Browse courses on Tableau

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Follow along with online tutorials or guided exercises.
Create different types of charts, maps, and dashboards using Tableau.
Experiment with different data sources and visualizations.

Tableau Calculations Workout

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This activity will help you practice your Tableau calculations and ensure that you are comfortable using them.

Browse courses on Calculations

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Download the Tableau Calculations Workout workbook.
Open the workbook and start working through the exercises.
Check your answers against the provided solutions.

Create a Sample Data Dashboard

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Apply your Tableau skills by creating a custom data dashboard to visualize a dataset.

Browse courses on Data Visualization

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Gather and prepare a dataset for visualization.
Explore and analyze the data using Tableau.
Design and create a dashboard that effectively communicates insights.
Share your dashboard with others for feedback and discussion.

Develop a Tableau Portfolio

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Showcase your Tableau skills and demonstrate your expertise through a portfolio.

Browse courses on Tableau

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Collect your best Tableau visualizations and dashboards.
Create a website or online portfolio to display your work.
Include descriptions and explanations for each visualization.
Share your portfolio with potential employers or clients.

Explore Advanced Tableau Techniques

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Expand your Tableau expertise by exploring advanced techniques and features.

Browse courses on Tableau

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Search for and enroll in online courses or tutorials.
Learn about table calculations, custom territories, and data blending.
Apply advanced techniques to real-world datasets.

Tableau Dashboard Project

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This activity will allow you to apply your Tableau skills to create a dashboard that visualizes data in a meaningful way.

Browse courses on Data Visualization

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Choose a dataset to use for your dashboard.
Create a Tableau workbook and connect to your data.
Create visualizations to represent your data.
Design and layout your dashboard.
Publish your dashboard and share it with others.

Participate in Tableau Competitions

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Challenge yourself and showcase your Tableau skills by participating in competitions.

Browse courses on Tableau

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Identify and register for relevant Tableau competitions.
Analyze the competition data and develop a visualization strategy.
Create a compelling and impactful data visualization.
Submit your entry and receive feedback from judges and fellow participants.

Career center

Learners who complete Tableau A-Z: Hands-On Tableau Training for Data Science will develop knowledge and skills that may be useful to these careers:

Data Scientist

Tableau is a useful data visualization software that Data Scientists use to analyze data quickly and efficiently. This course covers many features and techniques for using the software for data visualization, which will be helpful to data scientists. Furthermore, this course places a special emphasis on using Tableau for data science, including how to prepare data, create interactive dashboards, and tell stories with data. This course may be particularly useful for Data Scientists who want to improve their data visualization skills or who are new to using Tableau.

See salaries and explore the career path for Data Scientist

Machine Learning Engineer

Tableau is a useful data visualization software that Machine Learning Engineers use to analyze data quickly and efficiently. This course covers many features and techniques for using the software for data visualization, which will be helpful to machine learning engineers. Furthermore, this course places a special emphasis on using Tableau for data science, including how to prepare data, create interactive dashboards, and tell stories with data. This course may be particularly useful for Machine Learning Engineers who want to improve their data visualization skills or who are new to using Tableau.

See salaries and explore the career path for Machine Learning Engineer

Business Analyst

Tableau is a useful data visualization software that Business Analysts use to analyze data quickly and efficiently. This course covers many features and techniques for using the software for data visualization, which will be helpful to business analysts. Furthermore, this course places a special emphasis on using Tableau for data science, including how to prepare data, create interactive dashboards, and tell stories with data. This course may be particularly useful for Business Analysts who want to improve their data visualization skills or who are new to using Tableau.

See salaries and explore the career path for Business Analyst

Operations Research Analyst

Tableau is a useful data visualization software that Operations Research Analysts use to analyze data quickly and efficiently. This course covers many features and techniques for using the software for data visualization, which will be helpful to operations research analysts. Furthermore, this course places a special emphasis on using Tableau for data science, including how to prepare data, create interactive dashboards, and tell stories with data. This course may be particularly useful for Operations Research Analysts who want to improve their data visualization skills or who are new to using Tableau.

See salaries and explore the career path for Operations Research Analyst

Statistician

Tableau is a useful data visualization software that Statisticians use to analyze data quickly and efficiently. This course covers many features and techniques for using the software for data visualization, which will be helpful to statisticians. Furthermore, this course places a special emphasis on using Tableau for data science, including how to prepare data, create interactive dashboards, and tell stories with data. This course may be particularly useful for Statisticians who want to improve their data visualization skills or who are new to using Tableau.

See salaries and explore the career path for Statistician

Data Architect

Tableau is a useful data visualization software that Data Architects use to analyze data quickly and efficiently. This course covers many features and techniques for using the software for data visualization, which will be helpful to data architects. Furthermore, this course places a special emphasis on using Tableau for data science, including how to prepare data, create interactive dashboards, and tell stories with data. This course may be particularly useful for Data Architects who want to improve their data visualization skills or who are new to using Tableau.

See salaries and explore the career path for Data Architect

Software Engineer

Tableau is a useful data visualization software that Software Engineers use to analyze data quickly and efficiently. This course covers many features and techniques for using the software for data visualization, which will be helpful to software engineers. Furthermore, this course places a special emphasis on using Tableau for data science, including how to prepare data, create interactive dashboards, and tell stories with data. This course may be particularly useful for Software Engineers who want to improve their data visualization skills or who are new to using Tableau.

See salaries and explore the career path for Software Engineer

Data Analyst

Tableau is a useful data visualization software that Data Analysts use to analyze data quickly and efficiently. This course covers many features and techniques for using the software for data visualization, which will be helpful to data analysts. Furthermore, this course places a special emphasis on using Tableau for data science, including how to prepare data, create interactive dashboards, and tell stories with data. This course may be particularly useful for Data Analysts who want to improve their data visualization skills or who are new to using Tableau.

See salaries and explore the career path for Data Analyst

Database Administrator

Tableau is a useful data visualization software that Database Administrators use to analyze data quickly and efficiently. This course covers many features and techniques for using the software for data visualization, which will be helpful to database administrators. Furthermore, this course places a special emphasis on using Tableau for data science, including how to prepare data, create interactive dashboards, and tell stories with data. This course may be particularly useful for Database Administrators who want to improve their data visualization skills or who are new to using Tableau.

See salaries and explore the career path for Database Administrator

Financial Analyst

Tableau is a useful data visualization software that Financial Analysts use to analyze data quickly and efficiently. This course covers many features and techniques for using the software for data visualization, which will be helpful to financial analysts. Furthermore, this course places a special emphasis on using Tableau for data science, including how to prepare data, create interactive dashboards, and tell stories with data. This course may be particularly useful for Financial Analysts who want to improve their data visualization skills or who are new to using Tableau.

See salaries and explore the career path for Financial Analyst

Data Engineer

Tableau is a useful data visualization software that Data Engineers use to analyze data quickly and efficiently. This course covers many features and techniques for using the software for data visualization, which will be helpful to data engineers. Furthermore, this course places a special emphasis on using Tableau for data science, including how to prepare data, create interactive dashboards, and tell stories with data. This course may be particularly useful for Data Engineers who want to improve their data visualization skills or who are new to using Tableau.

See salaries and explore the career path for Data Engineer

Business Intelligence Analyst

Tableau is a useful data visualization software that Business Intelligence Analysts use to analyze data quickly and efficiently. This course covers many features and techniques for using the software for data visualization, which will be helpful to business intelligence analysts. Furthermore, this course places a special emphasis on using Tableau for data science, including how to prepare data, create interactive dashboards, and tell stories with data. This course may be particularly useful for Business Intelligence Analysts who want to improve their data visualization skills or who are new to using Tableau.

See salaries and explore the career path for Business Intelligence Analyst

Market Research Analyst

Tableau is a useful data visualization software that Market Research Analysts use to analyze data quickly and efficiently. This course covers many features and techniques for using the software for data visualization, which will be helpful to market research analysts. Furthermore, this course places a special emphasis on using Tableau for data science, including how to prepare data, create interactive dashboards, and tell stories with data. This course may be particularly useful for Market Research Analysts who want to improve their data visualization skills or who are new to using Tableau.

See salaries and explore the career path for Market Research Analyst

Big Data Engineer

Tableau is a useful data visualization software that Big Data Engineers use to analyze data quickly and efficiently. This course covers many features and techniques for using the software for data visualization, which will be helpful to big data engineers. Furthermore, this course places a special emphasis on using Tableau for data science, including how to prepare data, create interactive dashboards, and tell stories with data. This course may be particularly useful for Big Data Engineers who want to improve their data visualization skills or who are new to using Tableau.

See salaries and explore the career path for Big Data Engineer

Data Visualization Engineer

Tableau is a useful data visualization software that Data Visualization Engineers use to analyze data quickly and efficiently. This course covers many features and techniques for using the software for data visualization, which will be helpful to data visualization engineers. Furthermore, this course places a special emphasis on using Tableau for data science, including how to prepare data, create interactive dashboards, and tell stories with data. This course may be particularly useful for Data Visualization Engineers who want to improve their data visualization skills or who are new to using Tableau.

See salaries and explore the career path for Data Visualization Engineer