Predictive Customer Analytics
Build predictive machine learning and forecasting models in Excel to build customer decision and customer behavior
4.42 (44 reviews)
4 568
students
3.5 hours
content
Feb 2025
last update
$64.99
regular price
What you will learn
Discover how to preprocess customer data for predictive modeling using Excel.
Master the application of linear regression in Excel to predict customer behavior.
Explore the use of logistic regression for customer churn prediction and retention strategies.
Analyze customer data using clustering techniques to segment customer groups.
Build sales forecasting models using Excel’s Solver and time series analysis.
Implement XLSTAT for advanced statistical analysis in customer predictions.
Develop and run logistic regression models using Excel Macros for automation.
Predict future customer behavior with additive and multiplicative time series models.
Interpret the results of regression and clustering models to make actionable business decisions.
Evaluate the effectiveness of your predictive models in improving customer retention and business strategies.
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6246515
udemy ID
21/10/2024
course created date
31/10/2024
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