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MathWorks

Robotics Education - MATLAB and Simulink Robotics Arena

4 rewiews
Learn how to use MATLAB and Simulink with platforms like VEX Robotics, LEGO and other educational robotics kits. MathWorks experts share knowledge on elementary concepts in robotics for beginners.
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16 Lesons
3 hours 30 minutes
On-Demand
Free-Video
MathWorks

Mechatronics with MATLAB and Simulink

3 rewiews
Learn to develop mechatronic systems using MATLAB and Simulink. Explore simulation techniques, interdisciplinary design challenges, and rapid deployment to hardware for robotics, vehicles, and more.
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11 Lesons
3 hours 30 minutes
On-Demand
Free-Video
NPTEL

Structural Dynamics

2 rewiews
The objective of the course is to understand the behavior of structures especially building to various dynamic loads: such as wind, earthquake, machine vibration and ambient vibration.
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67 Lesons
12 hours
On-Demand
Free-Video
NPTEL

Basic Electrical Technology

2 rewiews
Comprehensive exploration of electrical technology fundamentals, covering circuits, components, analysis methods, transformers, DC machines, three-phase systems, and motors for a solid foundation in electrical engineering.
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39 Lesons
1 day 15 hours
On-Demand
Free-Video
Great Learning

Matlab Tutorial

2 rewiews
Learn MATLAB basics for data analysis, control systems, and signal processing. Covers variables, operations, scripts, functions, and linear algebra in a beginner-friendly tutorial.
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13 Lesons
1 hour 35 minutes
On-Demand
Free-Video
Steve Brunton

Singular Value Decomposition

2 rewiews
Comprehensive exploration of Singular Value Decomposition, covering mathematical foundations, applications in data processing, and implementation in MATLAB and Python for various real-world scenarios.
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43 Lesons
7 hours
On-Demand
Free-Video

An Introduction to CFD Using MATLAB

2 rewiews
Learn how to solve fundamental problems in fluid dynamics using Matlab.
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32 Lesons
11 hours
On-Demand
Free-Video
Ross Dynamics Lab

Kalman Filter for Beginners - Recursive Filters & MATLAB Examples

2 rewiews
Explore recursive filters, including average, moving average, and low-pass filters, with practical MATLAB examples. Learn the foundations of Kalman filtering for enhanced estimation and data analysis skills.
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9 Lesons
49 minutes
On-Demand
Free-Video
Indian Institute of Technology Madras

Optical Engineering

2 rewiews
This course in optical engineering covers topics such as geometric optics, refraction, image formation, aberrations, Gaussian beams, and interferometry.
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44 Lesons
1 day 3 hours
On-Demand
Free-Video
Cal Poly Pomona

Modeling and Simulation of Dynamic Systems

1 rewiews
Learn MATLAB techniques for solving ODEs, analyzing spring-mass-damper systems, and applying Laplace transforms in dynamic system modeling and simulation.
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13 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Image Processing in MATLAB

1 rewiews
Learn essential image processing techniques in MATLAB, from basic operations to advanced filters and edge detection. Gain practical skills for manipulating, analyzing, and enhancing digital images efficiently.
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37 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Deep Learning Using Matlab

1 rewiews
Explore deep learning concepts and implement neural networks, including CNNs, using MATLAB for practical applications in image classification and beyond.
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9 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Steve Brunton

Control Bootcamp - Kalman Filter Example in Matlab

1 rewiews
Explore Kalman Filter implementation on inverted pendulum using Matlab, covering theory and practical application in dynamical systems and control engineering.
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7 Lesons
22 minutes
On-Demand
Free-Video
Steve Brunton

Taylor Series and Power Series Made Easy - Review of Calculus

1 rewiews
Comprehensive review of Taylor and Power Series with visual aids and coding examples in Python and Matlab. Covers definitions, expansions for sine and cosine, and practical implementations.
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5 Lesons
29 minutes
On-Demand
Free-Video

Digital Signal Processing - MATLAB Helper

1 rewiews
Explore Digital Signal Processing with MATLAB: from impulse responses to Fourier transforms, filter designs, and spectral analysis. Gain practical skills for real-world DSP applications.
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11 Lesons
30 minutes
On-Demand
Free-Video
University of Colorado Boulder

Software - Mathematica, MATLAB, Aspen Plus

0 rewiews
Learn to use Mathematica, MATLAB, and Aspen Plus for engineering computing through comprehensive screencasts covering interactive simulations, data analysis, programming, and chemical process modeling.
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42 Lesons
3 hours 30 minutes
On-Demand
Free-Video
University of Colorado Boulder

Numerical Analysis

0 rewiews
Explore differential equations, numerical integration, and root-finding methods using software tools. Learn practical techniques for solving complex mathematical problems in engineering and science.
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18 Lesons
1 hour 30 minutes
On-Demand
Free-Video
University of Central Florida

Face Recognition Techniques and Applications - Lecture 14

0 rewiews
Explore face recognition techniques, from simple approaches to advanced methods like PCA and Linear Discriminant Analysis. Learn about eigenvectors, image compression, and scatter matrices.
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13 Lesons
1 hour 11 minutes
On-Demand
Free-Video
University of Central Florida

Matlab Tutorial

0 rewiews
Learn MATLAB basics for computer vision: variables, vectors, matrices, image operations, filters, and more. Practical tutorial for beginners and intermediate users.
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25 Lesons
1 hour
On-Demand
Free-Video
University of Central Florida

Filtering in Computer Vision - Lecture 2

0 rewiews
Learn about image filtering techniques, including noise reduction, derivatives, convolution, and Gaussian filters. Explore practical applications in computer vision using MATLAB.
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29 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Cal Poly Pomona

Numerical Modeling

0 rewiews
Learn to solve linear and nonlinear algebraic equations using various numerical methods and MATLAB, including Gaussian elimination, Newton-Raphson, and secant methods for practical engineering applications.
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15 Lesons
1 hour 30 minutes
On-Demand
Free-Video
MathWorks

Modeling, Simulation and Control - MATLAB and Simulink Robotics Arena

0 rewiews
Explore robotics modeling, simulation, and control using MATLAB and Simulink. Learn from experts and student teams about walking robots, reinforcement learning, mobile robots, swarms, manipulators, and underwater vehicles.
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17 Lesons
4 hours 30 minutes
On-Demand
Free-Video
MathWorks

Perception - MATLAB and Simulink Robotics Arena

0 rewiews
Explore robotics perception using MATLAB and Simulink, covering computer vision, deep learning, and signal processing for enhanced environmental understanding in autonomous systems.
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9 Lesons
2 hours 30 minutes
On-Demand
Free-Video
MathWorks

Implementation: MATLAB and Simulink Robotics Arena

0 rewiews
Explore robotics software solutions using MATLAB and Simulink, covering middleware, code generation, and hardware deployment. Learn ROS integration, distributed computing, deep learning, and programming for various platforms.
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9 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Jonathan Walters

Numerical Analysis With Matlab

0 rewiews
Learn iterative methods, interpolation, and numerical integration techniques with Matlab implementations for solving complex mathematical problems.
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3 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Joseph Delgadillo

MATLAB for Absolute Beginners

0 rewiews
Comprehensive introduction to MATLAB, covering basic syntax, data analysis, signal processing, image manipulation, and probability concepts with practical exercises and real-world applications.
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31 Lesons
4 hours 30 minutes
On-Demand
Free-Video

ECLR

0 rewiews
Learn MATLAB basics, functions, data handling, and advanced techniques like GMM estimation. Explore EVIEWS for econometric analysis.
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8 Lesons
5 hours
On-Demand
Free-Video

Statistics

0 rewiews
Comprehensive statistics screencasts for engineers, covering data analysis, regression, distributions, hypothesis testing, and advanced topics with practical applications in MATLAB, Excel, and POLYMATH.
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50 Lesons
5 hours
On-Demand
Free-Video
Ross Dynamics Lab

Moment of Inertia Matrix and Principal Axis Frame - MATLAB Example Calculation

0 rewiews
Explore moment of inertia matrix calculation, principal axis frame, and their significance in rigid body dynamics. Includes MATLAB demonstration for practical application in spacecraft attitude control.
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6 Lesons
35 minutes
On-Demand
Free-Video
Ross Dynamics Lab

Euler Angle Simulation with MATLAB - Integrating the Rotational Kinematic Differential Equations

0 rewiews
Simulate rigid body orientation using Euler angles and MATLAB. Learn to integrate kinematic differential equations, visualize results, and explore alternative attitude coordinates like quaternions.
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10 Lesons
44 minutes
On-Demand
Free-Video
Ross Dynamics Lab

Quaternions for Rotation, Axis-Angle, Euler Parameters - MATLAB Examples - Rodrigues Rotation Formula

0 rewiews
Explore quaternions, axis-angle representation, and Euler parameters for 3D rotations. Learn to calculate and convert between different rotation formats using MATLAB examples and tutorials.
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10 Lesons
46 minutes
On-Demand
Free-Video
Ross Dynamics Lab

Worked Example of 2 Particle System - MATLAB Tutorial - Implications of Energy and Momentum Conservation

0 rewiews
Detailed analysis of a two-particle spring system, exploring conservation laws and using MATLAB to solve complex dynamics problems in space vehicle motion.
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8 Lesons
1 hour
On-Demand
Free-Video
Derek Banas

MATLAB Tutorial

0 rewiews
Comprehensive guide to MATLAB programming, covering data types, functions, OOP, and visualization. Ideal for beginners and intermediate users seeking to master MATLAB's capabilities.
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20 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Steve Brunton

Sparsity and Compression

0 rewiews
Explore sparsity and compression techniques, from compressed sensing to robust regression, with practical applications in image processing, signal analysis, and machine learning.
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23 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Steve Brunton

Data-Driven Control with Machine Learning

0 rewiews
Explore machine learning techniques for data-driven control, covering system identification, model reduction, and advanced control strategies like MPC and reinforcement learning.
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46 Lesons
11 hours
On-Demand
Free-Video

Matlab Tutorial

0 rewiews
Comprehensive guide to MATLAB, covering user interface, arithmetic, variables, complex numbers, vectors, matrices, calculus, and plotting. Ideal for beginners and intermediate users.
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61 Lesons
9 hours
On-Demand
Free-Video

Neural Networks Examples in MATLAB

0 rewiews
Explore practical applications of neural networks in MATLAB, including image processing, classification, and prediction tasks using various deep learning architectures.
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9 Lesons
2 hours 30 minutes
On-Demand
Free-Video

MATLAB Face Detection, Tracking and Recognition

0 rewiews
Learn to implement face detection, tracking, and recognition in MATLAB using various techniques including CNN models like GoogleNet and SqueezeNet for real-time applications.
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6 Lesons
1 hour 30 minutes
On-Demand
Free-Video

MATLAB Tutorials

0 rewiews
Learn MATLAB from beginner to advanced: data analysis, machine learning, app design, and programming. Comprehensive tutorials cover core concepts and practical applications.
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10 Lesons
13 hours
On-Demand
Free-Video
Ross Dynamics Lab

Cislunar Space - 3-Body Model of Orbital Dynamics Beyond the Geosynchronous Belt

0 rewiews
Explore orbital dynamics beyond geosynchronous orbit using the 3-body model. Learn about Lagrange points, manifolds, and resonances in cislunar space, with practical MATLAB exercises and real-world applications.
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36 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Steve Brunton

Numerical Integration - Discrete Riemann Integrals and Trapezoid Rule

0 rewiews
Explore numerical integration techniques including Riemann integrals, trapezoidal rule, and Simpson's rule. Learn to approximate definite integrals with Python and MATLAB implementations.
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5 Lesons
30 minutes
On-Demand
Free-Video
Steve Brunton

Numerical Differentiation - Second Derivatives and Differentiating Data

0 rewiews
Explore numerical computation of second derivatives and data differentiation with Python and Matlab examples, covering finite difference schemes and practical applications.
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5 Lesons
42 minutes
On-Demand
Free-Video
Steve Brunton

Numerical Differentiation with Finite Difference Derivatives

0 rewiews
Learn techniques for approximating derivatives numerically using finite difference schemes. Explore error analysis with Taylor series and see practical implementations in MATLAB and Python.
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7 Lesons
37 minutes
On-Demand
Free-Video
Steve Brunton

Non-Normal Linear Systems and Transient Energy Growth - Bypass Transition to Turbulence

0 rewiews
Explore non-normal linear systems and their role in turbulence, including examples, code demonstrations, and applications in fluid dynamics and bypass transition.
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7 Lesons
30 minutes
On-Demand
Free-Video
Steve Brunton

More Examples of Second Order Differential Equations

0 rewiews
Explore advanced examples of second-order ODEs, including characteristic polynomials, initial conditions, and matrix systems. Learn to solve, plot, and interpret results using MATLAB.
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6 Lesons
32 minutes
On-Demand
Free-Video
Steve Brunton

Engineering Math Pre-Req - Quick and Dirty Introduction to Matlab

0 rewiews
High-level introduction to essential Matlab commands for engineering math, covering arithmetic, loops, matrices, plotting, and solving equations and differential equations.
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6 Lesons
35 minutes
On-Demand
Free-Video
Steve Brunton

Second-Order ODE: Spring-Mass-Damper

0 rewiews
Comprehensive tutorial on solving second-order ODEs for damped harmonic oscillators, covering derivation, solution methods, and practical implementation in Matlab and Python.
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7 Lesons
33 minutes
On-Demand
Free-Video
Steve Brunton

Gentle Introduction to Modeling with Matrices and Vectors - A Probabilistic Weather Model

0 rewiews
Explore probabilistic weather modeling using matrices and vectors, with practical examples in Python and MATLAB. Learn to represent and update weather states mathematically.
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7 Lesons
41 minutes
On-Demand
Free-Video

Learn MATLAB in Arabic Step by Step

0 rewiews
تعلم MATLAB خطوة بخطوة باللغة العربية، من العمليات الحسابية البسيطة إلى النمذجة والتحكم المتقدم، مع التركيز على التطبيقات العملية والواجهات الرسومية.
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18 Lesons
3 hours 30 minutes
On-Demand
Free-Video

MATLAB Tutorials for Beginners

0 rewiews
Learn MATLAB basics to advanced concepts: signal processing, visualization, and programming. Hands-on tutorials cover operations, plotting, signal generation, and functions for engineering and scientific applications.
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35 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Robert Feranec

How to Design and Simulate PCB Antenna

0 rewiews
Learn to design and simulate PCB antennas for WiFi or Bluetooth using MATLAB Antenna toolbox. Covers creation, simulation, optimization, and exporting of inverted F coplanar antennas.
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10 Lesons
1 hour 38 minutes
On-Demand
Free-Video
Steve Brunton

Fast Fourier Transforms and Audio

0 rewiews
Explore Fast Fourier Transforms and their application in audio processing, covering theory, implementation in MATLAB, and practical examples like noise filtering and spectrograms.
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10 Lesons
48 minutes
On-Demand
Free-Video
Steve Brunton

ODE for Particle Trajectories in a Time-Varying Vector Field

0 rewiews
Explore particle trajectories in time-varying vector fields through ODE analysis, featuring MATLAB code examples and practical applications in engineering mathematics.
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20 Lesons
49 minutes
On-Demand
Free-Video
Steve Brunton

Numerical Solutions to PDEs Using FFT

0 rewiews
Explore numerical solutions to partial differential equations using Fast Fourier Transform, with practical examples and MATLAB code for efficient implementation and analysis.
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1 Lesons
50 minutes
On-Demand
Free-Video
Mecharithm - Robotics and Mechatronics

Forward Kinematics in Robotics Using Screw Theory - Matlab Code & Great Demos

0 rewiews
Learn forward kinematics using screw theory and product of exponentials formula. Explore applications on planar, UR5e, and SCARA robots with MATLAB demonstrations and practical examples.
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6 Lesons
25 minutes
On-Demand
Free-Video
IEEE Signal Processing Society

Optimization in Signal Processing and Machine Learning

0 rewiews
Explore optimization in signal processing with Prof. John Wright, covering topics like overcomplete dictionaries, nonconvex optimization, and blind deconvolution.
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22 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Hans Feichtinger- Fourier Analysis via the Banach Gelfand Triple

0 rewiews
Explore Gabor analysis foundations using MATLAB, focusing on finite Abelian groups and matrix analysis methods. Learn to apply abstract harmonic analysis concepts to signal processing problems.
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20 Lesons
59 minutes
On-Demand
Free-Video
Churchill CompSci Talks

Adaptive Filters

0 rewiews
Explore digital adaptive filters, their algorithms, and applications in noise removal, echo cancellation, and signal processing, with Matlab demonstrations and real-world examples.
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8 Lesons
29 minutes
On-Demand
Free-Video
Ross Dynamics Lab

Trajectory Types Near L1, L2, and L3 in the Three Body Problem - Theory and MATLAB Examples

0 rewiews
Explore trajectory types near Lagrange points in the three-body problem. Learn analytical solutions, MATLAB simulations, and applications to Earth-Moon and Sun-Jupiter systems. Gain insights into orbital dynamics and space mission design.
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9 Lesons
48 minutes
On-Demand
Free-Video
Ross Dynamics Lab

Earth-Moon-Spacecraft 3-Body Orbital Motion in Cislunar Space

0 rewiews
Explore orbital dynamics in cislunar space using the restricted 3-body model. Learn about Lagrange points, periodic orbits, and manifolds with MATLAB demonstrations and real-world applications.
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28 Lesons
1 hour 27 minutes
On-Demand
Free-Video
Ross Dynamics Lab

Kalman Filter for Beginners - Estimation and Prediction Process & MATLAB Example

0 rewiews
Explore Kalman Filter estimation and prediction processes, system modeling, and MATLAB examples. Learn practical applications for dynamic attitude estimation in aerospace engineering.
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10 Lesons
51 minutes
On-Demand
Free-Video
Confreaks

WISCANet - Easy Radio Networks with GNU Radio and Friends

0 rewiews
Explore WISCANet: Simplify SDR network implementation for large-scale experiments using GNURadio and other programming languages. Learn about flexible multi-channel phase coherence and open-source capabilities.
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1 Lesons
14 minutes
On-Demand
Free-Video
Prof. Ryan C. Cooper

ME3255 - Homework 01 Review and Tips/Tricks

0 rewiews
Learn essential tips and tricks for ME3255 homework, enhancing problem-solving skills and understanding of mechanical engineering concepts.
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1 Lesons
34 minutes
On-Demand
Free-Video
ADC - Audio Developer Conference

Practical Digital Signal Processing Workshop

0 rewiews
Explore digital audio signal processing, from continuous acoustic to discrete digital signals. Learn sampling theory, filtering, and time-frequency domain transformations through practical methods and hands-on exercises.
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24 Lesons
2 hours 14 minutes
On-Demand
Free-Video
ADC - Audio Developer Conference

Point to Point Modeling: An Automatic Circuit Solving Library

0 rewiews
Explore an automatic circuit solving library for simulating analog audio circuits. Learn to implement and analyze component-level circuits for real-time plugins and mobile apps.
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1 Lesons
44 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Topological Learning and Its Application to Multimodal Brain Network Integration

0 rewiews
Explore topological learning for integrating multimodal brain networks, focusing on a novel framework using persistent homology and Wasserstein distance-based loss for efficient computations in neuroimaging studies.
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16 Lesons
49 minutes
On-Demand
Free-Video
Steve Brunton

Solving Systems of Differential Equations with Eigenvalues and Eigenvectors

0 rewiews
Learn to solve systems of linear ODEs using eigenvalues and eigenvectors. Covers problem setup, solution methods, and intuitive interpretation, with code examples in Python and MATLAB.
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6 Lesons
22 minutes
On-Demand
Free-Video
Steve Brunton

Hankel Alternative View of Koopman Analysis

0 rewiews
Decomposing chaos into linear systems with intermittent forcing using HAVOK analysis. Explores eigen-time-delay coordinates for regression models, offering new insights into complex dynamical systems.
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17 Lesons
47 minutes
On-Demand
Free-Video
Steve Brunton

Laplace Transform and ODEs with Forcing and Transfer Functions

0 rewiews
Explore Laplace transforms, ODEs, and transfer functions in engineering mathematics, focusing on spring-mass-damper systems and frequency response analysis.
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10 Lesons
49 minutes
On-Demand
Free-Video
Steve Brunton

FFT and Image Compression

0 rewiews
Explore FFT-based image compression techniques, including natural image analysis, compression algorithms, and practical examples for efficient data representation.
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6 Lesons
44 minutes
On-Demand
Free-Video
Steve Brunton

Fourier Series

0 rewiews
Explore Fourier Series: representation of functions, L2 integral norm, and MATLAB examples. Gain practical insights into engineering mathematics with real-world applications.
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7 Lesons
50 minutes
On-Demand
Free-Video
Steve Brunton

Vectorized Integration and the Lorenz Equation

0 rewiews
Explore vectorized integration and the Lorenz equation, focusing on chaos, turbulence, and uncertainty in engineering mathematics, with practical MATLAB implementations.
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18 Lesons
48 minutes
On-Demand
Free-Video
Steve Brunton

Runge-Kutta Integration of ODEs and the Lorenz Equation

0 rewiews
Explore Runge-Kutta integration methods for ODEs and delve into the fascinating Lorenz equation, uncovering its chaotic behavior and applications in engineering mathematics.
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11 Lesons
49 minutes
On-Demand
Free-Video
Steve Brunton

Matrix Systems of First Order Equations Using Eigenvectors and Eigenvalues

0 rewiews
Explore matrix systems of first-order equations, diagonalization techniques, and higher-order linear ODEs. Learn to solve complex differential equations using eigenvectors and eigenvalues.
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5 Lesons
48 minutes
On-Demand
Free-Video
Steve Brunton

Overview of Engineering Mathematics

0 rewiews
Explore engineering mathematics through weather modeling, covering fluid dynamics, disease networks, and systems of equations using MATLAB.
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12 Lesons
41 minutes
On-Demand
Free-Video
Steve Brunton

Numerical Integration of Chaotic Dynamics - Uncertainty Propagation & Vectorized Integration

0 rewiews
Explore chaos and uncertainty propagation in dynamical systems through numerical integration. Learn efficient vectorization techniques in Python and MATLAB for faster computations.
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1 Lesons
20 minutes
On-Demand
Free-Video
Steve Brunton

Coding a Fourth-Order Runge-Kutta Integrator in Python and Matlab

0 rewiews
Learn to implement a 4th-order Runge-Kutta integrator in Python and Matlab, and apply it to simulate the chaotic Lorenz 1963 system. Gain practical coding skills for numerical integration.
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1 Lesons
37 minutes
On-Demand
Free-Video
Steve Brunton

Numerical Integration of ODEs with Forward Euler and Backward Euler in Python and Matlab

0 rewiews
Explore Forward and Backward Euler integration methods for ODEs using Python and Matlab. Compare stability, error, and implementation on a spring-mass-damper system with analytic solutions.
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1 Lesons
31 minutes
On-Demand
Free-Video
Steve Brunton

Linearizing Around a Fixed Point - Control Bootcamp

0 rewiews
Explore linearization of nonlinear systems around fixed points, demonstrated with a simple pendulum example using both manual calculations and MATLAB implementation.
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1 Lesons
31 minutes
On-Demand
Free-Video
Steve Brunton

Numerical Solution to Laplace's Equation in Matlab - Intro to Fourier Series

0 rewiews
Explore numerical solutions to Laplace's Equation using MATLAB and get introduced to Fourier Series in this engineering mathematics lecture, with practical code examples and comprehensive notes provided.
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1 Lesons
49 minutes
On-Demand
Free-Video
Steve Brunton

Numerical Solutions to ODEs - Forward and Backward Euler

0 rewiews
Explore numerical methods for solving ordinary differential equations, focusing on Forward and Backward Euler techniques in engineering mathematics applications.
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1 Lesons
50 minutes
On-Demand
Free-Video
Steve Brunton

Numerical Integration and Numerical Solutions to ODEs

0 rewiews
Explore numerical methods for integration and solving ordinary differential equations, enhancing your computational skills in engineering mathematics.
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1 Lesons
47 minutes
On-Demand
Free-Video
Steve Brunton

Numerical Differentiation Using Finite Difference

0 rewiews
Explore numerical differentiation techniques using finite difference methods, with practical applications in engineering mathematics and accompanying Matlab code examples.
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1 Lesons
50 minutes
On-Demand
Free-Video
Steve Brunton

Degenerate Systems of Equations and Non-Normal Energy Growth

0 rewiews
Explore degenerate equation systems and non-normal energy growth in engineering mathematics, focusing on key concepts and practical applications in dynamic systems analysis.
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1 Lesons
50 minutes
On-Demand
Free-Video
Steve Brunton

Eigenvalues, Eigenvectors, and Dynamical Systems

0 rewiews
Explore eigenvalues, eigenvectors, and dynamical systems in engineering mathematics, focusing on their applications and significance in solving complex problems.
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1 Lesons
47 minutes
On-Demand
Free-Video
Steve Brunton

Higher-Order ODEs, Characteristic Equation, Matrix Systems of First Order ODEs

0 rewiews
Explore higher-order linear ODEs, characteristic equations, and matrix systems of first-order equations in engineering mathematics, with accompanying notes and MATLAB code.
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1 Lesons
49 minutes
On-Demand
Free-Video
Steve Brunton

Taylor Series and Solutions to First and Second Order Linear ODEs

0 rewiews
Explore Taylor series and solutions to linear ODEs, enhancing your understanding of engineering mathematics with practical applications and MATLAB code examples.
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1 Lesons
53 minutes
On-Demand
Free-Video
NHR@FAU

The Linear Algebra Mapping Problem and How Programming Languages Solve It

0 rewiews
Explore the Linear Algebra Mapping Problem and its solutions in programming languages. Gain insights into high-performance computing and matrix operations for scientific applications.
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1 Lesons
57 minutes
On-Demand
Free-Video
MITCBMM

Calcium Imaging Data Cell Extraction

0 rewiews
Learn advanced techniques for extracting neuronal signals from calcium imaging data using CNMF-E, a matrix factorization approach. Improve signal quality and detection in microendoscopic recordings of deep brain activity.
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16 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Steve Brunton

Second Order Harmonic Oscillator, Characteristic Equation, Ode45 in MATLAB

0 rewiews
Explore second-order harmonic oscillators, characteristic equations, and ode45 in MATLAB through practical examples and hands-on coding for engineering mathematics applications.
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9 Lesons
52 minutes
On-Demand
Free-Video
Chemometrics & Machine Learning in Copenhagen

Classical and Generalized Least Squares

0 rewiews
Explore advanced least squares techniques for analytical chemistry, including applications in microplastics detection and spectral analysis of biological samples.
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24 Lesons
52 minutes
On-Demand
Free-Video
Nvidia

Deep Learning in MATLAB: From Algorithm Design to Embedded Deployment on NVIDIA Jetson

0 rewiews
Explore deep learning in MATLAB, from transfer learning to GPU deployment on NVIDIA Jetson. Learn algorithm design, CUDA compilation, and performance optimization for embedded systems.
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17 Lesons
59 minutes
On-Demand
Free-Video
Steve Brunton

Solving PDEs in Matlab Using FFT

0 rewiews
Learn to solve partial differential equations efficiently using Fast Fourier Transform in MATLAB, enhancing your engineering mathematics skills for advanced problem-solving.
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1 Lesons
50 minutes
On-Demand
Free-Video
Ross Dynamics Lab

Trajectories with Prescribed Itineraries in the Three-Body Problem - MATLAB Tutorial

0 rewiews
Learn to generate trajectories with prescribed itineraries in the planar CR3BP using numerical methods. Includes MATLAB tutorial for computing periodic orbits, invariant manifolds, and Poincaré sections.
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13 Lesons
48 minutes
On-Demand
Free-Video
Chemometrics & Machine Learning in Copenhagen

ExpertPLS - A MATLAB Toolbox for Spectral Preprocessing Selection

0 rewiews
Automated MATLAB toolbox for spectral preprocessing selection, quantifying noise and scatter effects to optimize PLS models efficiently and objectively, surpassing trial-and-error methods.
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14 Lesons
53 minutes
On-Demand
Free-Video
Yannic Kilcher

Deep Learning for Symbolic Mathematics

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Explore neural networks solving complex mathematical problems like symbolic integration and differential equations, outperforming traditional Computer Algebra Systems.
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7 Lesons
24 minutes
On-Demand
Free-Video
Chemometrics & Machine Learning in Copenhagen

Multi-Way Analysis - The Algorithm

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Explore the alternating least squares algorithm for multi-way analysis, focusing on PARAFAC modeling in chemometrics. Learn about notation, potential problems, and alternative approaches.
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5 Lesons
22 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Essentials of Math Modeling - Introduction to Regression and Statistical Ideas

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Explore linear regression, data transformations, and statistical concepts in mathematical modeling. Learn MATLAB examples, sensitivity analysis, and problem-solving techniques for real-world applications.
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17 Lesons
1 hour 51 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Essentials of Math Modeling - Session 5 - Probabilistic Models

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Explore probabilistic models, including Markov chains and Metropolis-Hastings algorithm, with practical exercises and problem-solving sessions using MATLAB for mathematical modeling applications.
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8 Lesons
1 hour 49 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Essentials of Math Modeling - Intro to Data Analysis Using MATLAB and Excel

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Learn data analysis techniques using MATLAB and Excel, covering SI models, plotting, data importing, and problem-solving with real-world examples from mathematical modeling challenges.
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9 Lesons
1 hour 54 minutes
On-Demand
Free-Video