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MATLAB Documentation page: idLinear mapping object
Intermediate
Article / Blog
Application
This is the Mathworks documentation page for the idLinear mapping object.
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Intro to Data Science: Overview
6 min
Beginner
Video
Theory
This lecture provides an introductory overview to data science. I will discuss the high-level goals of this lecture series, and how data science is about asking and answering questions with...
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Singular Value Decomposition (SVD): Overview
6 min
Beginner
Video
Theory
This video presents an overview of the singular value decomposition (SVD), which is one of the most widely used algorithms for data processing, reduced-order modeling, and high-dimensional...
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Robotic Car - How to read Gyro Datasheets (Part 2)
14 min
Beginner
Video
Theory
Have you ever been lost trying to understand the information in a gyro datasheet? This video should help! In this second part I explain the purpose of a buffer for a MEMS gyro and explain...
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3D Kinematics, Free Falling, Reference Frames
53 min
Intermediate
Video
Theory
Walter Lewin is one of the most reputed professors and was a former lecturer at MIT. His free to watch series on YouTube titled 8.01 is an excellent one for undergrads and high school...
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What are Transfer Functions? | Control Systems in Practice
10 min
Beginner
Video
Theory
This video introduces transfer functions - a compact way of representing the relationship between the input into a system and its output. It covers why transfer functions are so popular and...
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Passivity-Based Control to Guarantee Stability | Control Systems in Practice...
15 min
Beginner
Video
Theory
Learn about passivity-based control to guarantee closed-loop stability of feedback systems. Consider different ways to assess the stability of systems other than looking at gain and phase...
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Model Identification and Adaptive Control - From Windsurfing to Telecommunic...
Beginner
Book
Theory
This book is based on a workshop entitled: "Model Identification and Adaptive Control: From Windsurfing to Telecommunications" held in Sydney, Australia, on December 16, 2000. The workshop...
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Control Bootcamp: Overview
19 min
Beginner
Video
Theory
Overview lecture for bootcamp on optimal and modern control. In this lecture, we discuss the various types of control and the benefits of closed-loop feedback control.
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System Identification: Dynamic Mode Decomposition with Control
11 min
Intermediate
Video
Theory
This lecture provides an overview of dynamic mode decomposition with control (DMDc) for full-state system identification. DMDc is a least-squares regression technique based on the singular...
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Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields...
Beginner
Book
Theory
From the reviews: "This book is concerned with the application of methods from dynamical systems and bifurcation theories to the study of nonlinear oscillations. Chapter 1 provides a review...
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Toys for Control Education
Intermediate
App
Theory
Teaching materials for control engineering education that run in web browsers. Speed control, position control, step response of 2nd order system, pole and impulse response, and rocket.
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Neural Network Overview
7 min
Beginner
Video
Theory
This lecture gives an overview of neural networks, which play an important role in machine learning today.
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Process Control is Inventory Control
10 min
Beginner
Article / Blog
Application
You change the inventory of heat to change temperature. You change the inventory of material to change level. Understanding how the inventory relates to the controlled variable is...
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Základy automatizácie a teórie systémov – videokurz (Slovak)
Beginner
Article / Blog
Theory
Pozrite si videokurz zo základov teórie systémov a automatizácie. Náš kurz má 7 lekcií.
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Autonomous Navigation, Part 5: What Is Extended Object Tracking?
17 min
Beginner
Video
Theory
In many practical scenarios, there are other objects that may need to be observed and tracked in order to effectively navigate within an environment. This video will show extended object...
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Control Valve Problems
20 min
Intermediate
Article / Blog
Application
Control valve problems can severely affect control loop performance and, unless eliminated, they can make controller tuning a challenging (sometimes impossible) task. Some problems are quite...
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Control Design Onramp with Simulink
60 min
Beginner
Software
Demonstration
Learn the basics of feedback control design in Simulink®. Adjust the gains of a PID controller to change the dynamics of a physical system and get the closed-loop system behavior that you...
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MATLAB Command: resid
Intermediate
Article / Blog
Application
This MATLAB command is part of the system identification toolbox and provides a way to compute and test residuals.
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Control Systems in Practice, Part 1: What Control Systems Engineers Do
14 min
Beginner
Video
Theory
This video walks through the phases of a typical project and describes what it means to be a control systems engineer. It covers the concept formulation phase, in which your job is to help...
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Pathfinding with A*
60 min
Beginner
Article / Blog
Application
An interactive visual explanation of the A* pathfinding algorithm. This resource uses motivating examples from computer games.
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![Principal Component Analysis (PCA) 1 [Python]](/sites/default/files/styles/search_resulkts/public/2020-12/hqdefault_23.jpg?itok=ugDPjF_z "Principal Component Analysis (PCA) 1 [Python]")
Principal Component Analysis (PCA) 1 [Python]
7 min
Intermediate
Video
Application
This video describes how the singular value decomposition (SVD) can be used for principal component analysis (PCA) in Python (part 1).
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My Sole Advise to Data Scientists on Coursera & Quora
Beginner
Article / Blog
Theory
This blog post by Tarry Singh answers questions including "How do I get started in the field on Machine Learning, Deep Learning or Artificial Intelligence" and "How do I advance from the...
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Gain a better understanding of Root Locus Plots using Matlab
19 min
Beginner
Video
Theory
In this video I go through various ways to use Matlab to plot and visualize the root locus.
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The Radar Range Equation - radartutorial.eu
Beginner
Article / Blog
Theory
This article describes the radar range equation. The radar range equation represents the physical dependences of the transmit power, which is the wave propagation up to the receiving of the...
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