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Conduct a Choice-Based Conjoint Analysis for Netflix with Python
Introduction
Project Introduction (2:02)
Project FAQ
Project Resources / Materials
Exercise: Meet Your Classmates and Instructor
Set Your Learning Streak Goal
Let's Do It!
Problem Statement (3:20)
Choice-Based Conjoint Analysis (6:33)
Python - Directory and Libraries (3:14)
Python - Preparing Data (2:32)
Technical Process (1:53)
Python - Regression Model (3:58)
Python - Retrieving Partworths (5:55)
Python - Customizing Visualization (6:25)
Python - Looking at Specific Drivers (5:16)
Python - Lollipop Chart (8:38)
Python - Feature Coefficients (5:46)
Python - Feature Importance (2:29)
Python - Preparing Relative Importances (2:56)
Python - Plotting Tree Maps (7:05)
Project Update (3:14)
Interaction Terms (3:32)
Python - Interaction Terms (5:44)
Python - Interaction Terms Results (12:44)
Next Steps (4:35)
Limitations of Conjoint Analysis (1:23)
Where To Go From Here?
Review This Project!
Limitations of Conjoint Analysis
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