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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

In this course, Andrew talks about dimensional reduction for machine learning.

Course Outcomes

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

Course Curriculum

1 Motivation i data compression


2 Motivation ii visualization


1 Principal component analysis problem formulation


2 Principal component analysis algorithm


1 Reconstruction from compressed representation


2 Choosing the number of principal components


3 Advice for applying pca


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Understanding Dimensional Reduction in Machine Learning

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