5 Days of Matlab Simulink SimScape New 2023
What you’ll learn
Model and simulate Mechanical Systems Using Physical Modeling techniques in SimScape
Model and Simulate Systems in the Time Domain Using Simulink
Analyze Systems Response and Change Model Parameters Using Matlab Live Scripts
Understand the Basic Concepts of Control Systems and Develop their Own Controllers in Simulink
Understand Control System Theory, Develop PID controllers, and Tune Controllers in Simulink
Convert Systems from Time Domain to S-Domain Using Laplace Transform
Understand the Concept of Transfer Functions
Understand the Impact of Stiffness and Damping Coefficients on Second-Order Systems
Understand the Theory and Intuition Behind Artificial Intelligence, Machine Learning, Deep Learning, and Artificial Neural Networks
Train Artificial Intelligence Classifier Models in Matlab to Detect and Classify Diabetes and Cancer diseases
Understand classifier model Key Performance Indicators (KPIs) such as accuracy, Area Under Curve (AUC) and Receiver Operating Characteristic (ROC) Curve
Requirements
There is no prior experience required, even if you have never used MATLAB or Simulink before
Basic knowledge in Matlab
Description
Do you want to learn Matlab, Simulink, and Simscape in a practical, easy, fun, and engaging way?Do you want to build powerful simulation models in Simulink & Simscape but don’t know where to start?Are you an absolute beginner who want to break into modeling/simulation in Simulink and Simscape and looking for a course that has everything you need?If the answer is yes to any of these questions, then this course is for you!Simulink is a powerful MATLAB-based tool used to design and simulate mechanical, electrical, electromechanical, and hydraulic systems using a large comprehensive drag and drop library.This course is unique and exceptional in many ways. Every day, we will spend 1-2 hours together and learn how to build and simulate Matlab, Simulink and simscape models.The course is designed in a unique project-based learning approach, and you will learn by doing!The course includes several practice opportunities, quizzes, and final capstone projects.Students who enroll in this course will be able to:Model and simulate Mechanical Systems Using Physical Modeling techniques in SimScapeModel and Simulate Systems in the time domain using SimulinkAnalyze the system response and change model parameters using Matlab Live ScriptsUnderstand the basic concepts of control systems and develop their own controllers in SimulinkUnderstand control system theory, develop PID controllers, and tune controllers in SimulinkImpress future (or current) employers with your marketable skills in MATLAB/SimulinkConvert systems from the time domain to S-Domain Using Laplace TransformUnderstand the concept of transfer functionsUnderstand the impact of the stiffness and damping coefficients on second order systemsUnderstand the theory and intuition behind Artificial intelligence, deep learning, and neural networksTrain Artificial Intelligence models in Matlab to detect and classify diabetes and cancer diseasesUnderstand classifier model Key Performance indicators such as accuracy and ROC CurveUnderstand how to plot confusion matrices using MatlabLearn the difference between training, validation, and testing datasetSo who this course is for?The course is targeted towards anyone wanting to gain a fundamental understanding of Matlab, Simulink and simscape and solve practical real world business problems.In this course:(1) you will have a true practical project-based learning experience, we will build over 5 projects together(2) You will have access to all the codes, Simulink models and slides(3) You will get a certificate of completion that you can post on your LinkedIn profile to showcase your skills in Simulink and SimScape to employers.(4) All this comes with a 30-day money back guarantee so you can give a course a try risk free!Check out the preview videos and the outline to get an idea of the projects we will be covering.Enroll today and let’s harness the power of Matlab Simulink and SimScape together!
Overview
Section 1: Welcome Message
Lecture 1 Welcome Message
Lecture 2 Please download course package here:
Section 2: Day 1: Physical Modeling & Simulation Using MATLAB/Simscape
Lecture 3 Project Overview & Understand the Problem Statement
Lecture 4 Build Your First Matlab/Simulink/SimScape Model
Lecture 5 Simulate Matlab/Simulink/SimScape Model
Lecture 6 Final Capstone Project Overview
Lecture 7 Final Capstone Project Solution Part 1
Lecture 8 Final Capstone Project Solution Part 2
Section 3: Day 2: Modeling & Simulation (Time Domain) in Simulink
Lecture 9 Task 1. Understand the Problem Statement
Lecture 10 Task 2. Draw the Free Body Diagram & Derive Mathematical Equations
Lecture 11 Task 3A. Build Simulink Model (Whiteboard)!
Lecture 12 Task 3B. Build Simulink Model (Simulink)!
Lecture 13 Task 4. Simulate the Simulink Model
Lecture 14 Final Capstone Project Overview
Lecture 15 Final Capstone Project Solution Part 1
Lecture 16 Final Capstone Project Solution Part 2
Lecture 17 Final Capstone Project Solution Part 3
Lecture 18 Final Capstone Project Solution Part 4
Section 4: Day 3: Modeling Using Transfer Functions in MATLAB/Simulink
Lecture 19 Task 1. Understand the Problem Statement
Lecture 20 Task 2. Understand Laplace Transform
Lecture 21 Practice Opportunity
Lecture 22 Task 3. Obtain Transfer Functions for Mechanical Systems
Lecture 23 Task 4. Build Transfer Function Model in Simulink
Lecture 24 Task 5. Simulate the System Using Transfer Functions
Lecture 25 Final Capstone Project Question
Lecture 26 Final Capstone Project Solution Part 1
Lecture 27 Final Capstone Project Solution Part 2
Lecture 28 Final Capstone Project Solution Part 3
Lecture 29 Final Capstone Project Solution Part 4
Section 5: Day 4: Putting Everything Together! Time Domain, S-Domain & SimScape
Lecture 30 Task 1. Project Overview & Understand the Scope
Lecture 31 Task 2. Build Simulink & Simscape Models
Lecture 32 Task 3. Simulate the Model Using 3 Different Strategies
Lecture 33 Final Capstone Project Overview
Lecture 34 Final Capstone Project Solution Part 1
Lecture 35 Final Capstone Project Solution Part 2
Section 6: Day 5: Artificial Intelligence & Machine Learning In MATLAB/Simulink
Lecture 36 Task 1. Introduction to Artificial Intelligence and Machine Learning
Lecture 37 Task 2. Understand the Problem Statement and Business Case
Lecture 38 Task 3. Import Datasets
Lecture 39 Task 4. Understand the Intuition Behind AI ANN and DL
Lecture 40 Task 5. Understand AI Training Process
Lecture 41 Task 6. Train a Deep Neural Network to Classify Disease
Lecture 42 Task 7. Classification Models KPIs Overview
Lecture 43 Task 8. Assess Trained AI Model Performance
Lecture 44 Final Capstone Project Overview
Lecture 45 Final Capstone Project Solution
Beginners who want to learn Matlab, Simulink and Simscape Fundamentals and develop their own Models from scratch,Engineers and scientists who are curious about control systems and system modeling,Anyone who’s passionate about technology and want to build powerful simulation models,Control Systems Engineers wanting to learn how to build and tune PID Controllers,Anyone who want to learn about artificial intelligence and machine learning and want to learn practical real world applications using Matlab and simulink,Seasoned consultants wanting to transform businesses by leveraging Virtual tools
Course Information:
Udemy | English | 5h 56m | 6.42 GB
Created by: Dr. Ryan Ahmed, Ph.D., MBA
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