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Hands-on Tableau-10: Data Science Case Studies In Tableau

Learn Tableau-10 practical for Data Science. Real-Life Data Visualization, Data analysis,analytics Exercises Projects.
Instructor:
TheMachineLearning.Org .
1,957 students enrolled
English [Auto]
Data Visualization, Data analysis
Connect Tableau to various Datasets: Excel and CSV files
Create various plots
Learn to create groups
Learn to create various types of sets
Learn to create dashboard
Learn to create Storyline

Learn data visualization through Tableau 10 and create opportunities for you or key decision makers to discover data patterns such as customer purchase behavior, sales trends, or production bottlenecks.

Tableau is an interactive, self-service reporting and analytics tool that enables faculty and staff to integrate and combine data from multiple sources into visualizations and be accessed in a single desktop environment using Tableau Desktop or through a shared dashboard.

In this course, we are going to provide students with knowledge of key aspects of Tableau. We are going to build 5 projects from scratch using real-world dataset, here’s a sample of the projects we will be working on:

  • Sales performance analysis

  • Earthquake and geospatial data analysis

  • Rossman store data visualization

  • Top 10 Startup investment analysis

  • Exploratory data analysis of H1B visa data

Introduction

1
Introduction
2
Products in Tableau
3
Installing Tableau

Case Study: 1 Sales Performance Analysis

1
Introduction & Loading Worksheets
2
Region wise sales
3
Revenue by representative
4
Units sold by region
5
Revenue by region and Top performer
6
Return orders visualization
7
Geoprahical data visualization
8
Upload project in Tableau public

Case Study:2 Earthquake and Geospatial data analysis

1
Introduction
2
Location of earthquakes
3
Magnitude vs depth of earthquakes
4
Highest occurences of earthquakes
5
Creating Dashboard

Case Study:3 Rossman Store Data Visualization

1
Introduction
2
Top performing stores in terms of revenue
3
Sales trend of rossmann store
4
Customer visits vs sales
5
Customer visits during promotion
6
Creating dashboard

Case Study 4: Top 10 Startup investment analysis

1
Introduction and joining data
2
Segmenting data by creating groups
3
Create static set to select best startups
4
Create dynamic set to select best startups
5
Combine set to compare Revenue vs expences
6
Creating Top-N range parameter

Exploratory data analysis of H1B visa data

1
Intro and loading data
2
Grouping state abbrevations
3
Most popular states and job titles
4
Visa classes and job titles bubble chart
5
Median salaries across different job titles
6
Outliers in job salaries whiskers plot
7
Removing Outliers
8
Maximum and Minimum salary trend
9
Underpaid wage visa rejection
10
Underpaid and Best sponser companies
11
Prepare Storyline
You can view and review the lecture materials indefinitely, like an on-demand channel.
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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Certificate of Completion

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