Kalman Filter Virtual Lab
Intermediate
Virtual Lab
Application
The Kalman Filter virtual laboratory contains interactive exercises that let you study linear and extended Kalman filter design for state estimation of a simple pendulum system. The virtual...
See More
Linear Algebra Review
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...
See More
Kalman Filter Simulink 2022A example
Intermediate
Virtual Lab
Demonstration
This model is intended to help illustrate how a Kalman filter can estimate the state of a system. The "real system" is a nonlinear model of the Temperature Control Lab by Prof. John...
See More
Virtual Labs for control education
Intermediate
Virtual Lab
Theory
This resource provides different links to virtual and remote labs that can be used for control education. Virtual and remote labs are very powerful tools for learning and teaching, that...
See More
RADAR Engineering
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...
See More
Full Stack Deep Learning
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...
See More
Yann LeCun’s Deep Learning Course at CDS
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...
See More
Control Loop Foundation Batch and Continuous Processes - Interactive Source ...
Intermediate
Virtual Lab
Application
Control Loop Foundation contains workshops that allow the reader to get hands on experience through this web interface. Once a lab is selected, then you may access workshop directions and...
See More
No! Not Laplace Transforms
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...
See More
Virtual Laboratory for Vibrations and Control Theory
Intermediate
Virtual Lab
Application
This virtual lab developed in Matlab Simscape provides an innovative tool for learning and teaching fundamentals of mechanical vibrations including mass-spring-damper systems.
See More
Teaching resources for a reinforcement learning course
Intermediate
Course
Theory
Teaching resources by Dimitri P. Bertsekas for reinforcement learning courses. The website has links for freely available textbooks (for instructional purposes), videolectures, and course...
See More
Essence of Linear Algebra: Understand the Geomterical Beauty in Linear Algeb...
140 min
Intermediate
Course
Application
Linear Algebra is a very important and fundamental topic needed in almost every field of STEM. While the linear part of it is easy to understand and perform operations on, the geometric...
See More