Data Analysis with Tableau and Python Training Course
Tableau is a business intelligence and data visualisation tool. Python is a widely used programming language that supports a broad range of statistical and machine learning techniques. By combining Tableau's powerful data visualisation capabilities with Python's machine learning features, developers can rapidly create advanced data analytics applications tailored to various business needs.
In this instructor-led live training, participants will learn how to integrate Tableau and Python to perform advanced analytics. The integration between Tableau and Python is facilitated via the TabPy API.
By the conclusion of this training, participants will be able to:
- Integrate Tableau and Python using the TabPy API
- Leverage the Tableau-Python integration to analyse complex business scenarios with just a few lines of Python code
Audience
- Developers
- Data scientists
Format of the course
- A mix of lectures, discussions, exercises, and extensive 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 Behaviour Using a Predictive Model
Using Findings to Create an Efficient Conversion Funnel
Summary and Conclusion
Requirements
- Programming experience with Python
Open Training Courses require 5+ participants.
Data Analysis with Tableau and Python Training Course - Booking
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Data Analysis with Tableau and Python - Consultancy Enquiry
Testimonials (1)
workshops, practical examples
Martin Stuparek - Orange Slovensko, a.s.
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