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 linear regressions in machine learning. Sign up now.

Course Outcomes

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

Course Curriculum

1 Matrices and Vectors


2 Addition and Scalar Multiplication


3 Matrix Vector Multiplication


4 Matrix Multiplication


5 Matrix Multiplication Properties


6 Inverse and Transpose


1 Multiple Features


2 Gradient Descent for Multiple Variable


3 Gradient Descent in Practice feature Scaling


4 Gradient Descent in Learning Rate


5 Features and Polynomial Regression


1 Normal Equation


2 Normal Equation Noninvertible


Learner Feedback

Understanding Machine Learning

5

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