Skip to main content
Graph
Search
fr
en
Login
Search
All
Categories
Concepts
Courses
Lectures
MOOCs
People
Quizes
Exercises
Publications
Startups
Units
Show all results for
Home
Lecture
State Space Models: Expressivity and Transformers
Graph Chatbot
Related lectures (54)
Viscoelastic Materials: Models and Transformations
Log in to Mediaspace to watch this video
Explores viscoelastic materials, transforms, and models in materials science.
Matrix Algebra: Properties and Operations
Log in to Mediaspace to watch this video
Explores matrix algebra properties, bases, transformations, and applications in linear algebra.
Untitled
Log in to Mediaspace to watch this video
Eigenvalues and Diagonalization
Log in to Mediaspace to watch this video
Covers eigenvalues, eigenvectors, and diagonalization of matrices.
Signals & Systems II: Statistical Properties and Optimal Detectors
Log in to Mediaspace to watch this video
Explores conditional probabilities, characteristic functions, and optimal detectors in signals and systems.
Linear Equations: Consistency and Solutions
Log in to Mediaspace to watch this video
Explores the consistency and general solutions of linear equation systems using matrices and elementary row operations.
Gradient Descent
Log in to Mediaspace to watch this video
Covers the concept of gradient descent, a universal algorithm used to find the minimum of a function.
Signals & Systems I: Fourier Integral Series
Log in to Mediaspace to watch this video
Explores the Fourier integral series, convergence, non-periodic signals, symmetry relations, and practical applications in signals & systems.
Canonical Correlation Analysis: Exercises Solutions
Log in to Mediaspace to watch this video
Presents solutions to exercises on Canonical Correlation Analysis, exploring correlation, Gram matrices, kernel matrices, and vector properties.
Deformation Analysis in Elastic Solids
Log in to Mediaspace to watch this video
Explores manipulation of 3D arrays, barycenters, shape matrices, Jacobians, eigendecomposition, and visualization in elastic solids.
Image Processing II: Optimal Transforms and Applications
Log in to Mediaspace to watch this video
Explores optimal transforms, image applications, linear algebra, and 2nd-order statistics in image processing.
Untitled
Log in to Mediaspace to watch this video
Machine Learning Fundamentals: Overfitting and Regularization
Log in to Mediaspace to watch this video
Covers overfitting, regularization, and cross-validation in machine learning, exploring polynomial curve fitting, feature expansion, kernel functions, and model selection.
Supervised Learning Essentials
Log in to Mediaspace to watch this video
Introduces the basics of supervised learning, focusing on logistic regression, linear classification, and likelihood maximization.
Previous
Page 3 of 3
Next