339 тысяч подписчиков
246 видео
Introduction to Signal Processing: Discrete Time Fourier transform (Lecture 22)
Introduction to Signal Processing: Fourier Series Expansion of Signal (Lecture 14)
Deep Convolutional Neural Networks
Introduction to Signal Processing: LTI System Properties (Lecture 8)
Scientific Computing with Python: Logic, Loops & Iterations
UW GIT primer
Gaussian Elimination
Portable Video Studio: Connection Guide
Introduction to Signal Processing: Filters and Properties (Lecture 26)
Green's functions, Delta functions and distribution theory
Model selection: Information criteria
Introduction to Python: Logic FOR/IF
Chapter 9.3 - Finite Difference Methods: Fast Poisson Solvers and FFT
Introduction to Signal Processing: Difference Equations (Lecture 24)
Introduction to Signal Processing: Properties of Signals (Lecture 5)
Numerical Integration
Feature Selection and Data Mining
ROM introduction
Applied Linear Algebra: Iteration Methods
Applied Linear Algebra: Implementing Tensor Decompositions
Applied Linear Algebra: Tensor Decompositions
Numerical Differentiation
Introduction to Signal Processing: LTI Systems (Lecture 6)
Introduction to Signal Processing: Continuous LTI Systems (Lecture 7)
Regular perturbation theory
Chapter 10.2 - Time and Space Stepping Schemes: Explicit and Implicit Methods
Supervised Learning and Linear Discriminants
Introduction to Signal Processing: Input-Output with Fourier Series (Lecture 15)
Portable Video Studio: Components and Parts
Curve Fitting and Regression with L1 and L2 norms
Data-driven model discovery: Targeted use of deep neural networks for physics and engineering
Chapter 9.1 - Finite Difference Methods and Numerical Discretization
Linear Operators and their Adjoints
Introduction to Python: Root Finding Algorithm
Introduction to Signal Processing: Signal Convolutions and Multiplication (Lecture 23)
Introduction to Python: Matrices & Vectors
Introduction to Signal Processing: Exponential Signals (Lecture 3)
Supervised versus Unsupervised Learning
Introduction to Signal Processing: Convergence of Fourier Series (Lecture 12)
Applied Linear Algebra: QR Decomposition
