$129.99
Certification
Industry recognized certification enables you to add this credential to your resume upon completion of all courses
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Instructor
Sarabjot Kaur
Instructor: Sarabjot Kaur
COMING SOON
COMING SOON
Prerequisites and Target Audience
What will students need to know or do before starting this course?
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Curriculum
Module 1: Methods for splitting the Data (Training, Validation, Testing)
Lecture 1
Module 2: Methods for Validating Models (N-fold cross validation, 5x2, Bootstrap)
Lecture 2
Module 3: Bias-Variance Tradeoff
Lecture 3
Module 4: Performance Assessment of Classifiers (Confusion Matrix, Precision, Recall, Sensitivity, Specificity, Error Rates, Odds Ratio, Kappa, ROC) and Regression Models (BIC, AIC, MDL and Variants)
Lecture 4
Module 5: Comparing Classification and Regression Models
Lecture 5
Module 6: Applications in Healthcare, Education, Financial Services, Retail, Travel
Lecture 6
