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Z-Transform - Practical Applications
3

Z-Transform - Practical Applications

Philip Salmony
26 min
Intermediate
Video
Application

Covering practical applications of the Z-transform used in digital signal processing, for example, stability analysis and frequency response of discrete-time systems. Theory, C code, and...

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Linear Algebra Review
3

Linear Algebra Review

J. Zico Kolter
Intermediate
Course
Theory

This short course is a quick review of linear algebra, intended for students who have already taken a previous course in linear algebra or have some experience with vectors and matrices. The...

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Why Digital Beamforming Is Useful for Radar
2

Why Digital Beamforming Is Useful for Radar

Mathworks - Brian Douglas
13 min
Intermediate
Video
Theory

Learn how you can use digital beamformers to improve the performance and functions of radar systems. The MATLAB Tech Talk series on radar covered how to use radar to determine range, range...

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Data-Driven Dynamical Systems Overview
2

Data-Driven Dynamical Systems Overview

Steve Brunton
21 min
Intermediate
Video
Theory

This video provides a high-level overview of this new series on data-driven dynamical systems. In particular, we explore the various challenges in modern dynamical systems, along with...

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System Identification: Koopman with Control
2

System Identification: Koopman with Control

Steve Brunton
10 min
Intermediate
Video
Theory

This lecture provides an overview of the use of modern Koopman spectral theory for nonlinear control. In particular, we develop control in a coordinate system defined by eigenfunctions of...

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Vibrational Control in Insect Flight
2

Vibrational Control in Insect Flight

Dynamics Uci - Taha, Kiani, Hendrick, and Greeter
7 min
Intermediate
Video
Application

Abstract: It is generally accepted among biology and engineering communities that insects are unstable at hover. However, existing approaches that rely on direct averaging do not fully...

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Koopman Spectral Analysis (Control)
2

Koopman Spectral Analysis (Control)

Steve Brunton
15 min
Intermediate
Video
Theory

In this video, we explore extensions of Koopman theory for control systems. Much of the excitement and promise of Koopman operator theory is centered around the ability to represent...

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Why Choose Model-Based Reinforcement Learning?
2

Why Choose Model-Based Reinforcement Learning?

Mathworks - Brian Douglas
15 min
Intermediate
Video
Theory

What is the difference between model-free and model-based reinforcement learning? Explore the differences and results as the learning models are applied to balancing a cart/pole system as an...

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RADAR Engineering
2

RADAR Engineering

Engineering Funda
200 min
Intermediate
Course
Theory

Radar technology is used widely today. The principles involved are very fundamental and every engineering student studies them at least once. This playlist covers Radar Engineering for an EE...

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Full Stack Deep Learning
1

Full Stack Deep Learning

Sergey Karayev, Josh Tobin, Pieter Abbeel
Intermediate
Course
Theory

There are many great courses to learn how to train deep neural networks. However, training the model is just one part of shipping a deep learning project. This course teaches full-stack...

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No! Not Laplace Transforms
1

No! Not Laplace Transforms

R. Russell Rhinehart
60 min
Intermediate
Course
Theory

In my 13-year industrial career, I never used Laplace transforms.  However, transfer functions and block diagram notation are efficient methods to describe dynamic behaviors, and are often...

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System Identification: Regression Models
1

System Identification: Regression Models

Steve Brunton
5 min
Intermediate
Video
Theory

This lecture provides an overview of modern data-driven regression methods for linear and nonlinear system identification, based on the dynamic mode decomposition (DMD), Koopman theory, and...

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Yann LeCun’s Deep Learning Course at CDS
1

Yann LeCun’s Deep Learning Course at CDS

Yann LeCun, Alfredo Canziani
Intermediate
Course
Theory

This course concerns the latest techniques in deep learning and representation learning, focusing on supervised and unsupervised deep learning, embedding methods, metric learning...

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PID Controller Implementation in Software
1

PID Controller Implementation in Software

Philip Salmony
20 min
Intermediate
Video
Application

How to implement a PID controller in software using C, discussing theory and practical considerations. Demonstration of PID controller code using a custom flight simulator.

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Projectile Motion Practice Problems
1

Projectile Motion Practice Problems

The Organic Chemistry Tutor
28 min
Intermediate
Video
Application

In this video, practice along questions on an important topic of Kinematics i.e Projectile Motion. Practicing would help you remember the concepts and also understand them better.

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Dynamic Mode Decomposition (Overview)
1

Dynamic Mode Decomposition (Overview)

Steve Brunton
18 min
Intermediate
Video
Theory

In this video, we introduce the dynamic mode decomposition (DMD), a recent technique to extract spatio-temporal coherent structures directly from high-dimensional data. DMD has been widely...

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