Data Analysis with Tableau and Python Training Course
Tableau is a business intelligence and data visualization tool. Python is a widely used programming language which provides support for a wide variety of statistical and machine learning techniques. Tableau's data visualization power and Python's machine learning capabilities, when combined, help developers rapidly build advanced data analytics applications for various business use cases.
In this instructor-led, live training, participants will learn how to combine Tableau and Python to carry out advanced analytics. Integration of Tableau and Python will be done via the TabPy API.
By the end of this training, participants will be able to:
- Integrate Tableau and Python using TabPy API
- Use the integration of Tableau and Python to analyze complex business scenarios with few lines of Python code
Audience
- Developers
- Data scientists
Format of the course
- Part lecture, part discussion, exercises and heavy hands-on practice
Course Outline
Introduction
Overview of Tableau and the TabPy API
Exploring Use Cases of TabPy for Data Scientists
Installing and Setting Up TabPy
Setting Up Tableau Desktop with Python
Configuring a TabPy Connection on Tableau
Passing Expressions to Python
Running Python Scripts on Tableau
Estimating the Probability of Customer Churn Using Logistic Regression
Getting Sentiment Scores for Reviews of Products Sold
Scoring User Behavior using a Predictive Model
Using Findings to Create an Efficient Conversion Funnel
Summary and Conclusion
Requirements
- Programming experience with Python
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Testimonials (1)
Real world knowledge from someone in the industry
Matthew Cerbas - Shield Consulting Solutions, Inc.
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