About this Course

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Intermediate Level
Approx. 23 hours to complete
English
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 23 hours to complete
English

Offered by

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Vanderbilt University

Syllabus - What you will learn from this course

Week
1

Week 1

23 minutes to complete

Introduction

23 minutes to complete
1 video (Total 3 min), 2 readings
1 video
2 readings
Syllabus10m
How to Get MATLAB10m
Week
2

Week 2

9 hours to complete

Data analysis in MATLAB

9 hours to complete
6 videos (Total 293 min)
6 videos
Statistical Data Analysis13m
Data Visualization51m
Dimensionality Reduction55m
Data Classification1h 39m
Data Prediction56m
8 practice exercises
Loading and Inspecting Datasets15m
Detecting Outliers15m
Histogram plots15m
Scatter plots15m
PCA15m
Smartphone activity classifier15m
Predicting Fuel Efficiency Using Regression Trees15m
Predicting Fuel Efficiency Using Gaussian Process Regression15m
Week
3

Week 3

6 hours to complete

Signal Analysis in Matlab

6 hours to complete
6 videos (Total 228 min)
6 videos
Signal Interpolation16m
Audio Analysis25m
Convolution Filtering35m
Signal Frequency Analysis1h 30m
Sampling and Aliasing19m
3 practice exercises
Reverse Audio15m
Spectrum plotting15m
Filter Quality Analysis15m
Week
4

Week 4

5 hours to complete

Image Analysis in Matlab

5 hours to complete
5 videos (Total 186 min)
5 videos
Image Resampling21m
Image Intensity & Color Distributions32m
Image Filtering58m
Image Segmentation54m
5 practice exercises
Cropping15m
Color Images15m
Motion15m
Convex Hull10m
Dilation and Erosion15m

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About the MATLAB Programming for Engineers and Scientists Specialization

MATLAB Programming for Engineers and Scientists

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