Predictive Modeling and Data Analysis with Minitab and Excel
Learn predictive modeling and data analysis techniques using Minitab and Excel. Master regression, correlation and ANOVA
4.50 (8 reviews)
4 808
students
15.5 hours
content
Mar 2024
last update
$19.99
regular price
What you will learn
Introduction to predictive modeling using Minitab and Excel.
Non-linear regression analysis and interpretation.
Understanding ANOVA and control charts for data analysis.
Implementation of regression models for predictive analytics.
Exploring datasets and deriving descriptive statistics.
Interpretation of correlation techniques and their practical applications.
Hands-on experience with scatter plots, regression equations, and model fitting.
Utilizing data analysis tools for hypothesis testing and predictive modeling in Excel.
Application of T-tests, ANOVA, and regression analysis in real-world scenarios.
Comprehensive understanding of variable clustering, subset selection, and regression modeling techniques.
Generating predictive values and interpreting model outputs effectively.
Practical insights into customer complaints analysis, financial modeling, and demographic studies.
Enhancing decision-making skills through predictive analytics and data-driven insights.
Advanced techniques in predictive modeling using Minitab, including non-linear regression and ANOVA.
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5630278
udemy ID
27/10/2023
course created date
02/11/2023
course indexed date
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