Data Analysis with Tableau and Python Training Course
Tableau is a prominent business intelligence and data visualisation tool. Python, a highly popular programming language, supports an extensive range of statistical and machine learning techniques. By merging Tableau's powerful visualisation capabilities with Python's machine learning prowess, developers can swiftly construct sophisticated data analytics applications tailored to diverse business requirements.
During this instructor-led live training, participants will acquire the skills to integrate Tableau and Python to perform advanced analytics. This integration will be facilitated through the TabPy API.
Upon completion of this training, participants will be capable of:
- Integrating Tableau and Python via the TabPy API
- Employing the combined power of Tableau and Python to analyse complex business scenarios using minimal Python code
Audience
- Developers
- Data scientists
Format of the course
- A blend 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 Behavior using a Predictive Model
Using Findings to Create an Efficient Conversion Funnel
Summary and Conclusion
Requirements
- Programming experience with Python
Need help picking the right course?
southafrica@nobleprog.co.za or +27 (0)10 005 5793
Data Analysis with Tableau and Python Training Course - Enquiry
Testimonials (1)
workshops, practical examples
Martin Stuparek - Orange Slovensko, a.s.
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