Machine Learning Essentials in MATLAB

Issued by MathWorks

Earners of this credential have completed a program of study focused on machine learning techniques in MATLAB. They have learned core concepts and essential skills to understand, apply, and modify classification and regression algorithms. They have also learned techniques to cluster and reduce the dimensionality of data. They are now able to use machine learning techniques in a variety of engineering and technical computing applications.

Type Learning
Level Foundational
Time Days

Additional Details

Skills

Cluster Analysis
Data Classification
Dimensionality Reduction
K-Nearest Neighbors Algorithm
Linear Regression
Machine Learning
Machine Learning Methods
MATLAB
Nonparametric Regression
Principal Component Analysis

Earning Criteria

Completed all required learning activities in an eligible program that includes coding practice and assessments
Completed activities requiring the writing of MATLAB code with feedback on syntax and implementation