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Intro to Data Science: Overview
1

Intro to Data Science: Overview

Steve Brunton
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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So You Want to be a Systems Engineer
1

So You Want to be a Systems Engineer

Gentry Lee, posted by Pythonista
53 min
Beginner
Video
Theory

A presentation by Gentry Lee on what qualities and characteristics make a great systems engineer. At the time of the presentation, Gentry Lee was the Chief Engineer for the Solar System...

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Kalman and Bayesian Filters in Python
1

Kalman and Bayesian Filters in Python

rlabbe
Beginner
Software
Application

Introductory text for Kalman and Bayesian filters. All code is written in Python, and the book itself is written using Juptyer Notebook so that you can run and modify the code in your...

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MATLAB Discovery Page - Anomaly Detection
1

MATLAB Discovery Page - Anomaly Detection

Mathworks
Beginner
Article / Blog
Theory

Anomaly detection is the process of identifying events or patterns that differ from expected behavior. Anomaly detection can range from simple outlier detection to complex machine learning...

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Neural Network Overview
1

Neural Network Overview

Steve Brunton
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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Control Design Onramp with Simulink
1

Control Design Onramp with Simulink

MathWorks
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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The Braitenberg Vehicles
1

The Braitenberg Vehicles

Brian Douglas
15 min
Beginner
Video
Theory

This video explores the world of simple logical robots as described by Valentino Braitenberg in his book Vehicles, Experiments in Synthetic Psychology. With very simple linkages between...

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Sprint - Test Flight 8 and Data Review
1

Sprint - Test Flight 8 and Data Review

Joe Barnard - BPS Space
17 min
Beginner
Video
Application

This video is part of a series that details the design, build, and test of Sprint - a thrust vector controlled model rocket by Joe Barnard of BPS Space.

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What Is a Control System and Why Should I Care?
1

What Is a Control System and Why Should I Care?

Dr. Daniel Y. Abramovitch, Agilent Technologies, American Automatic Control Council Education Committe Chair
25 min
Beginner
Video
Demonstration

This is a 25 minute abbreviated version of the Part 1 & Part 2 talk.  It goes through the basic ideas while skipping some of the details and examples of the longer talks.   The talk abstract...

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Pathfinding with A*
1

Pathfinding with A*

Amit Patel
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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Process Dynamics and Control Course
1

Process Dynamics and Control Course

Dr. John Hedengren
Beginner
Course
Theory

This course focuses on a complete start to finish process of physics-based modeling, data driven methods, and controller design. Although some knowledge of computer programming is required...

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