Global Certificate in Regression Analysis: Mastery in Analytics
-- ViewingNowThe Global Certificate in Regression Analysis: Mastery in Analytics is a comprehensive course that empowers learners with the essential skills needed to excel in data analysis. This program focuses on regression analysis, a critical technique in predictive modeling and statistical forecasting.
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โข Unit 1: Introduction to Regression Analysis
โข Unit 2: Simple Linear Regression
โข Unit 3: Multiple Linear Regression
โข Unit 4: Assumptions and Diagnostics in Regression Analysis
โข Unit 5: Model Selection and Validation
โข Unit 6: Advanced Regression Techniques (e.g., Ridge, Lasso, and Elastic Net regression)
โข Unit 7: Time Series Analysis and Regression
โข Unit 8: Logistic Regression
โข Unit 9: Non-linear Regression
โข Unit 10: Real-world Applications and Case Studies in Regression Analysis
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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