Fourier Analysis
Comprehensive exploration of Fourier analysis, covering series, transforms, and applications. Includes practical implementations in MATLAB and Python for signal processing, PDEs, and image compression.
Linear Algebra
Comprehensive exploration of linear algebra concepts, including SVD, Fourier analysis, and compressed sensing, with practical applications and coding examples in MATLAB and Python.
Koopman Analysis
Explore advanced techniques in dynamical systems analysis, including Koopman theory, spectral analysis, and applications to control and chaos in various scientific domains.
Dynamical Systems
Explore advanced techniques in dynamical systems analysis, including SINDy, Koopman theory, and deep learning applications for modeling complex nonlinear systems.
Reinforcement Learning
Explora el Aprendizaje por Refuerzo, desde métodos básicos hasta redes neuronales y aplicaciones en dinámica de fluidos y control, en esta serie de 3.5 horas por Steve Brunton.
Sparsity and Compression
Explore sparsity and compression techniques, from compressed sensing to robust regression, with practical applications in image processing, signal analysis, and machine learning.
Data-Driven Control with Machine Learning
Explore machine learning techniques for data-driven control, covering system identification, model reduction, and advanced control strategies like MPC and reinforcement learning.
Advanced Linear Algebra
Comprehensive exploration of advanced linear algebra concepts, including least squares approximation, error-correcting codes, functional calculus, affine transformations, and stochastic maps, with practical applications.
Embedded C Programming Style - Files
Learn best practices for organizing and structuring header and source files in embedded C programming, including naming conventions, templates, and specific rules for each file type.
Embedded C Programming Style - Structures
Learn best practices for using structures in Embedded C, including naming conventions, data hiding, object orientation, and bitfields to enhance code organization and efficiency.
Embedded C Programming Style - Tutorial 3 - Variables
Learn best practices for variable usage in embedded C, covering pointers, booleans, globals, and keywords like const, static, and volatile.
Windows IoT Roadmap - Future Developments and Investments
Explore Windows IoT's future, recent investments, and new capabilities for intelligent edge solutions. Learn about security, optimization, and emerging technologies in this comprehensive roadmap session.
Create a Custom Neural Voice "Lite" for Brands and Characters - The AI Show Episode 56
Explore Custom Neural Voice "Lite" for creating natural-sounding synthetic voices with just 5 minutes of speech data. Learn about its applications and see demos of this innovative AI technology.
Wireless Fundamentals - CCNA 200-301 Complete Course
Explore wireless LAN fundamentals including Wi-Fi standards, radio frequency, and service sets. Learn about signal behavior, RF bands, channels, and AP operational modes.
Music Theory
Learn music theory:1) Lessons 1-27 = first semester Music Theory I course2) Lessons 28-47 = second semester Music Theory II course3) Ask Dr. B About Music Theory = I answer questions from subscribers
Quantum Mechanics
Explore quantum mechanics through engaging topics like wave-particle duality, fusion, uncertainty principle, and quantum computing, with real-world applications and thought experiments.
CATIA V5 Tutorials for Beginners
Step-by-step tutorials covering CATIA V5 basics to advanced topics, including part modeling, assembly, drafting, and sheet metal design. Hands-on exercises for practical skill development.
Fusion 360 Tutorial for Beginners
Learn Autodesk Fusion 360 from scratch: master sketching, 3D modeling, and advanced features through hands-on exercises and practical tutorials suitable for beginners.
AutoCAD 3D Tutorial for Beginners
Master AutoCAD 3D modeling with comprehensive tutorials covering essential commands, mechanical drawing techniques, and practical exercises for creating complex 3D designs and technical drawings.
Learn Autodesk Fusion 360 in 30 Days for Complete Beginners
Master Fusion 360 through hands-on projects, from basic modeling to advanced techniques like sculpting and rendering. Ideal for beginners in 3D design, CAD, and 3D printing.
Fusion 360 for 3D Printing
Learn 3D modeling for 3D printing with Fusion 360, covering topics like iPhone cases, hinged boxes, molds, cookie cutters, and more. Gain practical skills for creating custom 3D-printable designs.