Linear Systems Courses and Certifications

Steve Brunton

Koopman Observable Subspaces and Finite Linear Representations of Nonlinear Dynamics for Control

Explore Koopman operator theory for simulating and controlling nonlinear dynamical systems using linear representations, with applications in optimal control and system analysis.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Simons Institute

Dealing with Linear Constraints via Random Permutation

Explore linear constraint optimization using random permutation techniques, focusing on ADMM variants, spectral analysis, and convergence rates for large-scale problems.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Steve Brunton

Linear Systems - Control Bootcamp

Analyze ordinary differential equations using eigenvalues and eigenvectors, laying the foundation for linear control theory in this comprehensive mathematical exploration.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Applied Algebraic Topology Network

Linear Obstacles in Linear Systems and Ways to Avoid Them

Explore topology in control theory, focusing on obstacle-avoiding paths and cohomology rings using homotopy limits. Gain insights into theoretical computer science applications.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Simons Institute

Sketching and Projecting

Explore sketching and projecting methods for linear systems and linear discriminant analysis, focusing on stochastic gradient approaches to achieve efficient solutions with reduced computational burden.

• YouTube
• 53 minutes
• On-Demand
• Free Video

GERAD Research Center

Linear Stochastic Graphon Systems with Q-Noise

Explore linear stochastic graphon systems with Q-noise, extending classical theory to large networks. Learn about LQG control problems, finite rank operators, and Nash Equilibrium approximations in graphon-based systems.

• YouTube
• 53 minutes
• On-Demand
• Free Video

Beijing Jiaotong University

信号与系统

Master the fundamentals of signal processing and system analysis, covering time-domain analysis, Fourier, Laplace, and Z transforms. Learn practical applications using MATLAB for system modeling and simulation.

• XuetangX
• On-Demand
• Free Online Course

Instituto de Matemática Pura e Aplicada

Sistemas Lineares e Problemas - Parte 2

Aprofunde-se em sistemas lineares e problemas matemáticos com o Professor Eduardo Wagner. Aprimore suas habilidades de ensino e expanda seu conhecimento em matemática do ensino médio.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Bases Matemáticas: Álgebra

55 reviews

En este curso se tratan los sistemas de ecuaciones, las matrices y cómo usarlas para resolverlos.

• edX
• 4 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

Differential Equations

Explore the language of nature through differential equations, covering topics from Euler's method to Fourier series and Laplace transforms, with applications in science and engineering.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Kalman Filter Boot Camp (and State Estimation)

Explore Kalman filters for state estimation in dynamic systems, covering theory, implementation in Octave, and practical applications. Gain hands-on experience with this powerful tool for solving complex estimation problems.

• Coursera
• 22 hours 5 minutes
• On-Demand
• Free Online Course (Audit)

Control Bootcamp

2 reviews

Rapid overview of optimal control concepts, covering controllability, observability, LQR, and Kalman filter. Applies main approaches to simple Matlab examples for practical understanding.

• YouTube
• 11 hours
• On-Demand
• Free Video

Math is Everywhere: Applications of Finite Math

1350 ratings at Udemy

Computer fonts, Angry Birds, March Madness, and Google - sound like fun? Indeed, math influences the world around us.

• Udemy
• 5 hours 26 minutes
• On-Demand
• Free Online Course

Digital Signal Processing (DSP) From Ground Up™ in Python

743 ratings at Udemy

Practical DSP in Python : Over 70 examples, FFT,Filter Design, IIR,FIR, Window Filters,Convolution,Linear Systems etc

• Udemy
• 13 hours
• On-Demand
• Paid Course

Digital Signal Processing (DSP) From Ground Up™ in C

616 ratings at Udemy

Practical DSP in C : FFT, Filter Design, Convolution, IIR, FIR, Hamming Window, Linear Systems, Chebyshev filters etc

• Udemy
• 8 hours
• On-Demand
• Paid Course