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Trainer Name

Andrew Ng

Skill Area

Digital Technologies and Digital Transformation

Reviews

4.4 (6 Rating)

Course Requirements

Knowledge in IT and machine learning

Course Description

Andrew will share with you the uses and functions of octave matlab. Sign up now.

Course Outcomes

By completing this course you will be able to develop a better understanding of the application of machine learning.

Course Curriculum

1 Deciding what to try next


2 Evaluating a hypothesis


3 Model selection and train validation test sets


1 Diagnosing bias vs variance


2 Regularization and bias variance


3 Learning curves


4 Deciding what to do next revisited


1 Prioritizing what to work on


2 Error analysis


1 Error metrics for skewed classes


2 Trading off precision and recall


1 Data for machine learning


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Applying Machine Learning with Andrew

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