MATLAB and Simulink in Engineering Education

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MATLAB and Simulink in Engineering Education

MATLAB and Simulink in Engineering Education


Lessons

  1. Lecture 1: MATLAB and Simulink in Engineering

    1. MATLAB basics for budding engineer

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    2. Experimentation and Modeling in MATLAB

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    3. Design and Implementation

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  2. Lecture 2: MATLAB and Simulink in Engineering

    1. Project Based Learning (Arduino, Raspberry Pi)

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    2. Machine Learning and Data Analytics

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    1. Machine Learning and Data Analytics - Accessing, exploring, analyzing, and visualizing data in MATLAB

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    2. Common Machine Learning tasks such as feature selection and feature transformation

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    3. Using the Classification learner app and functions in the statistics and Machine Learning toolbox to perform

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    4. What is IoT?

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    5. Electrical Engineering using Simscape (Physical Modeling)

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    6. System Identification and Neural Network Based System Modeling Techniques and Electrical Engineering using SimPowersystems Control System design and analysis

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  4. Lecture 4: MATLAB and Simulink in Engineering

    1. Mechanical engineering concept using Simscape (Physical Modeling)

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    2. Multi body dynamics simulation using sim mechanics

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  5. Lecture 5: MATLAB and Simulink in Engineering

    1. Import Cad models using GetMechanics App

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    2. Implement control on low cost hardware - Arduino Demo of Magnetic Levitation System

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