Data Analysis with Tableau and Python Training Course
Tableau serves as a leading business intelligence and data visualization platform, while Python is a versatile programming language that supports a broad spectrum of statistical and machine learning techniques. By leveraging Tableau's powerful visualization capabilities alongside Python's advanced machine learning functions, developers can efficiently construct sophisticated data analytics applications tailored to diverse business needs.
Through this instructor-led live training, attendees will acquire the skills necessary to merge Tableau and Python for executing advanced analytics. The integration process is facilitated via the TabPy API.
Upon completion of this training, participants will be equipped to:
- Integrate Tableau with Python using the TabPy API
- Analyze complex business scenarios through the combined power of Tableau and Python, achieving results with minimal Python code
Audience
- Developers
- Data scientists
Course Format
- 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
Open Training Courses require 5+ participants.
Data Analysis with Tableau and Python Training Course - Booking
Data Analysis with Tableau and Python Training Course - Enquiry
Data Analysis with Tableau and Python - Consultancy Enquiry
Testimonials (1)
workshops, practical examples
Martin Stuparek - Orange Slovensko, a.s.
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