The Complete Tableau Bootcamp 2024

سرفصل های دوره

Complete Tableau Training: Learn How to Analyze Real-world Business Data

1. Introduction to Tableau

1. Why use Tableau Make your data make an impact

2. Lets download Tableau Public

3.1 3. GDP-Data.xls

3. Connecting data in Tableau

4.1 4. GDP-Data.xls

4. Exploring Tableaus interface

5.1 6. GDP-Data.xls

5. Lets create our first chart in Tableau!

6.1 7. Tesla-sales-data.xlsx

6. Duplicating a sheet

7.1 8. Tesla-sales-data.xlsx

7. Creating a table

8.1 9. Tesla-sales-data.xlsx

8. Creating custom fields

9.1 10. Tesla-sales-data.xlsx

9. Creating a custom field and adding calculations to a table

10. Adding totals and subtotals

11. Adding a custom calculation

12. Inserting a filter

13. Working with joins in Tableau

2. Creating a Tableau Dashboard

1.1 14. Audiobook-reviews.xlsx

1.2 14. Audiobook-sales.xlsx

1. Introduction to the exercise

2.1 15. Audiobook-reviews.xlsx

2.2 15. Audiobook-sales.xlsx

2. Lets create a dashboard - Visualizing the three charts we want to create

3.1 16. Audiobook-reviews.xlsx

3.2 16. Audiobook-sales.xlsx

3. Using Joins in Tableau

4.1 17. Audiobook-reviews.xlsx

4.2 17. Audiobook-sales.xlsx

4. Performing a Numbers Check - Attempt #1

5.1 18. Audiobook-reviews.xlsx

5.2 18. Audiobook-sales.xlsx

5. Blending Data in Tableau

6.1 19. Audiobook-reviews.xlsx

6.2 19. Audiobook-sales.xlsx

6. Performing a Numbers Check - Attempt #2

7.1 20. Audiobook-reviews.xlsx

7.2 20. Audiobook-sales.xlsx

7. First chart

8.1 21. Audiobook-reviews.xlsx

8.2 21. Audiobook-sales.xlsx

8. Second chart

9.1 22. Audiobook-reviews.xlsx

9.2 22. Audiobook-sales.xlsx

9. Third Chart

10.1 23. Audiobook-reviews.xlsx

10.2 23. Audiobook-sales.xlsx

10. Creating and Formatting a Dashboard

11.1 24. Audiobook-reviews.xlsx

11.2 24. Audiobook-sales.xlsx

11. Adding Interactive Filters for Improved Analysis

12. Interactive filters - fix

3. Introduction To The Sign-Up Flow Optimization Analysis Case Study

1. Motivation

2. Understanding the 365s Sign-Up Process

3. Basic Terminology

4. Defining the Key Aspects of the Sign-Up Process

5. Sketching the Story

4. SQL Data Retrieving

1. Types of Data Access

2. Getting to know the Database

3.1 signup flow database.zip

3.2 signups conversion rate.zip

3. SQL Query 1 Sign-Up Conversion Rate

4. SQL Query 2 Sign-Up Types and Errors - Part 1

5.1 signup types mod.zip

5. SQL Query 2 Sign-Up Types and Erros - Part 2

6.1 login types mod.zip

6. SQL Query 3 Login Types and Errors - Homework.html

5. Tableau Dashboard Sheets And Creating The Story

1.1 signup conversion rate.csv

1. SQL and Tableau

2.1 signup conversion rate.csv

2.2 visitor-to-free.zip

2.3 visitor-to-registered.zip

2. Sign-Up Conversion Rate

3. Device and Operating System Distribution

4.1 devices.zip

4.2 signup types mod.rar

4. Preferred Devices Horizontal Bar Chart

5.1 operating systems.zip

5.2 signup types mod.rar

5. Preferred Operating System Horizontal Bar Chart

6.1 error messages.zip

6.2 sign-up types.zip

6.3 signup types mod.rar

6. Sign-Up Types and Errors Bar Chart

7.1 login errors.zip

7.2 login types mod.rar

7.3 login types.zip

7. Login Types and Errors Bar Charts - Homework.html

8. Creating Dashboards Getting Familiar with the Canvas

9. Sign-Up Conversion Rates Sheet Swapping with Parameters

10. Sign-Up Conversion Rates Containers

11. Preferred Sign-Up Devices and Operating Systems

12. Sign-Up Types and Errors

13.1 login types dashboard.zip

13. Login Types and Errors - Homework.html

14.1 html color codes.pdf

14. Formatting the Tableau Story - Part 1

15.1 signup flow story.zip

15. Formatting the Tableau Story - Part 2

6. Analysis Report and AB Testing

1. Dashboard Application for an Analysis Report

2. Current State of Affairs Observing Story Point 1 - Conversion Rate

3. Current State of Affairs Observing Story Point 2 - Sign-Up Types

4. Current State of Affairs Observing Story Point 2 - Success Rate

5. Current State of Affairs Observing Story Point 3 - Login Types

6. Business Objective

7. Hypothesis and Opportunity Sizing - Part 1

8. Hypothesis and Opportunity Sizing - Part 2

9.1 Analysis Report.pdf

9. Actionable Insights Based on the Analysis

10. Understanding the Fundamentals of AB Testing

11. Setting Up an AB Test Confidence, Significance, and p-values

12. Setting Up an AB Test Minimum Detectable Effect and Statistical Power

13. Running an AB Test Execution and Analysing the Results

14. Discussion on the Observations

7. Discussion And Further Analysis Of A Website Sign-Up Flow

1. Conclusions and Recommendations

8. Introduction to The Customer Churn Analysis Case Study

1. Introduction to the business case

2. Basic Terminology - Net Revenue, Refunds, New vs Recurring Revenue

3. Types of customers

4. Basic Terminology - Customer Churn and Customer Retention

5. Defining key questions for the customer churn analysis

6. Creating an outline of the dashboard

7.1 customer churn.zip

7. Query 1 - Net Revenue

8.1 365revenue query.zip

8.2 365revenue.csv

8. How to export data from Workbench

9.1 365 user resurrections.zip

9.2 365 user upgrades.zip

9.3 365cohort orders annual.zip

9.4 365cohort orders monthly.zip

9.5 churn active passive course.zip

9. Query 2 - User Resurrections and how to export data from Workbench

9. Creating a Customer Churn Story in Tableau

1.1 365revenue.csv

1. Bar Chart - Net Revenue and Refunds

2. Charts Formatting Styling Tips for Business Dashboards in Tableau

3.1 365 customer churn revenue refunds.zip

3.2 365user churn.csv

3. Customer ChurnLine Chart in Tableau

4.1 365 customer churn churn rates.zip

4. Telling a Story with Data Create a Dashboard to Add to the Tableau Story

5. New vs Recurring RevenueCombination Charts in Tableau

6.1 365 customer churn new vs recurring revenue.zip

6. Revenue by CountryMap Charts in Tableau

7. Top 10 Countries by RevenueTables in Tableau

8. Chart Formatting and Creating the Dashboard in Tableau

9.1 365 customer churn user resurrections.zip

9.2 365user resurrections.csv

9. User Resurrections - Bubble Chart in Tableau

10. User Resurrections Bar Chart in Tableau

11.1 365user upgrades.csv

11. Assignment 2 User Upgrades Bubble and Bar Chart.html

12. Creating a date filter for page one of the report.html

13. Building the Tableau Dashboard - Page 5

14.1 365 customer churn user resurrections.zip

14.2 365user cohort annual.csv

14. Annual Subscribers - Order Frequency Combination Chart in Tableau

15. Annual Subscribers Cohort Analysis Table in Tableau

16.1 365user cohort monthly.csv

16. Assignment 3 Monthly subscribers.html

17.1 365 customer churn annual cohorts.zip

17. Building the Tableau Dashboard Page 6

18.1 365 customer churn.zip

18. Dashboard Interpretation Net Revenue and Refunds

19. Dashboard Interpretation Churn Rates

20. Dashboard Interpretation New vs Recurring Revenue

21. Dashboard Interpretation Maps and Revenue by Country Top 10

22. Dashboard Interpretation Maps and Revenue by Country Average Order Value (AO

23. Dashboard Interpretation User Upgrades

24. Dashboard Interpretation User Resurrections

25. Dashboard Interpretation Order Frequency Table and Cohort Analysis Annual Su

26. Dashboard Interpretation Order Frequency Tables and Cohort Analysis Monthly

27. What more is out there

10. Introduction To The Customer Engagement Analysis Case Study

1. The Case Study

2. The Case Study.html

3. Defining the Key Questions (Part 1)

4. Defining the Key Questions (Part 1).html

5. Defining the Key Questions (Part 2)

6. Defining the Key Questions (Part 2).html

7. Sketching the Dashboard (Part 1)

8. Sketching the Dashboard (Part 2)

11. Retrieving Relevant Data From The Database

1.1 customer behavior.xlsx

1.2 customer engagement.zip

1. Importing and Presenting the Database

2. SQL Query Activity by Dates (Part 1)

3. SQL Query Activity by Dates (Part 2)

4. SQL Query Activity by Dates (Part 3)

5. SQL Query Activity by Dates (Part 3).html

6.1 Assignment 1.pdf

6.2 dashboard queries.zip

6.3 tableau datasources.zip

6. Assignment 1.html

12. Building The Dashboard Introduction To Dashboards

1.1 demo dashboard.zip

1. Fixing the Size of the Dashboard

2. The Horizontal, Vertical, and Blank Objects

3. The Text, Image, and Navigation Objects

4. Creating an Item Hierarchy

5. Tiled versus Floating Layout

1.1 2. engagement - workbook 1.zip
3.1 2. sheet instructions.pdf
3. Assignment 7.html
4.1 2. engagement - workbook 2.zip
5. Assignment 8.html

13. Building The Dashboard The Overview Page

1.1 images.zip

1.2 tableau datasources.zip

1. Creating the KPIs (Part 1)

2. Creating the KPIs (Part 2)

3. Assignment 2.html

4.1 1. overview - workbook 1.zip

4. Horizontal Bar Chart Overall Minutes Watched

5. Formatting the Horizontal Bar Chart

6. Assignment 3.html

7.1 1. overview - workbook 2.zip

7. Swapping Between Charts Using a Parameter

8. Donut Chart Ratings

9. Assignment 4.html

10.1 1. overview - workbook 3.zip

10. Creating the First Page of the Dashboard (Part 1)

11. Assignment 5.html

12. Creating the First Page of the Dashboard (Part 2)

13. Assignment 6.html

14.1 1. overview - workbook 4.zip

14. Creating the First Page of the Dashboard (Part 3)

14. Building The Dashboard The Engagement And Onboarding Page

1.1 2. engagement - workbook 1.zip

1. Line Chart Number of Engaged Students (Choosing the Engagement Period)

2. Line chart Onboarded to Registered Students (Choosing the Engagement Period)

3.1 2. sheet instructions.pdf

3. Assignment 7.html

4.1 2. engagement - workbook 2.zip

4. Line and Bar Charts - Number of Engaged Students (Choosing the Month and Year)

5. Assignment 8.html

6.1 2. engagement - workbook 3.zip

6. Creating the Second Page of the Dashboard

7.1 2. dashboard instructions 1.pdf

7.2 2. dashboard instructions 2.pdf

7.3 2. dashboard instructions 3.pdf

7. Assignment 9.html

8.1 2. engagement - workbook 4.zip

8. Configuring the Navigation Buttons

9. Assignment 10.html

15. Building The Dashboard The Engagement By Cohorts Page

1. What is a Cohort Analysis

2.1 3. cohorts - workbook 1.zip

2.2 student engagement.zip

2. Cohort Tables Retention of Student Engagement

3. Retention Curves Retention of Student Engagement

4.1 3. sheet instructions 1.pdf

4.2 3. sheet instructions 2.pdf

4. Assignment 11.html

5.1 3. cohorts - workbook 2.zip

5. Creating the Third Page of the Dashboard

6.1 3. dashboard instructions.pdf

6. Assignment 12.html

7.1 3. cohorts - workbook 3.zip

7.2 info.zip

7. Creating a Hover Tooltip

8. Assignment 13.html

16. Building The Dashboard The Exams And Certificates Page

1.1 4. exams - workbook 1.zip

1. Horizontal Stacked Bar Chart Number of Exams Attempted

2.1 4. sheet instructions 1.pdf

2. Assignment 14.html

3.1 4. exams - workbook 2.zip

3. Bar Charts Certificates Issuance and Career Track Funnel

4.1 4. sheet instructions 2.pdf

4.2 4. sheet instructions 3.pdf

4. Assignment 15.html

5.1 4. exams - workbook 3.zip

5. Creating the Fourth Page of the Dashboard

6. Assignment 16.html

17. Building The Dashboard The Content Consumption Page

1.1 5. learning - workbook 2.zip

1. Combo Chart F2P Conversion Rate and Subscription Duration.html

2.1 5. learning - workbook 1.zip

2. Combo Charts Minutes Watched and Minutes Watched per User

18. Discussion And Insights

1. Interpreting the Data (Platform Engagement)

2. Interpreting the Data (Onboarding and Retention)

3. Interpreting the Data (Content Consumption)

4. Interpreting the Data (F2P CR and Subscription Duration)

5. Interpreting the Data (Courses Engagement)

6. Interpreting the Data (Exams)

7. Interpreting the Data (Certificates)

8. Further Steps and Improvement

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تولید کننده: Udemy