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
Orchestration Graph Concepts
Graph Chatbot
Related lectures (27)
Singular Value Decomposition
Explores Singular Value Decomposition and its role in unsupervised learning and dimensionality reduction, emphasizing its properties and applications.
The Label of Edges: Set
Explores edge labels, skills like aggregation and deduction, and the structure of contents.
Edges: Generalization
Delves into pedagogical ideas about edges, emphasizing the importance of transfer in education.
Abstraction in Education
Delves into levels of generalization in learning activities and the importance of transferring knowledge.
Latent Factor Analysis: Movie Genre Classification
Explores latent factor analysis for movie genre classification based on male versus female leads.
Orthogonal Projections and Reflections
Covers the analytical expression of orthogonal projections and reflections in 2D space.
The Label of Edges: Preparation
Explores the pedagogical reasons behind edge labels and main categories of ideas in preparation.
Singular Value Decomposition: Image Compression and Applications
Covers Singular Value Decomposition, focusing on its application in image compression and data representation.
Existence: Proof of Classification Theorem
Covers the proof of the Classification Theorem for finite abelian groups, demonstrating the existence of a decomposition into cyclic groups.
Generalized Integrals: Elementary Cases
Explores elementary cases of generalized integrals, convergence criteria, and the interpretation of integrals of type i and ii.
Vector Spaces: Structure and Bases
Covers vector spaces, bases, and decomposition of vectors in R³.
Game Development: Types and Elements
Covers the development of a game program in Java, emphasizing the importance of breaking down the problem into sub-problems.
Developing a Connect Four Game
Covers the development of a Connect Four game in C++.
Flexibility of Models & Bias-Variance Trade-Off
Delves into the trade-off between model flexibility and bias-variance in error decomposition, polynomial regression, KNN, and the curse of dimensionality.
LU Decomposition: Basics
MOOC: Numerical Analysis for Engineers
Covers the basics of LU decomposition, focusing on identifying coefficients of matrices A and LU.
Linear Systems: Direct Methods
Log in to Mediaspace to watch this video
Covers the formulation of linear systems, direct and iterative methods for solving them, and the cost of LU factorization.
Optimal Gain of Linear Systems
Log in to Mediaspace to watch this video
Explains optimal gain in linear systems and explores Cholesky decomposition, Orr mechanism, and lift-up mechanism in fluid dynamics.
Unsupervised Learning: Principal Component Analysis
Log in to Mediaspace to watch this video
Covers unsupervised learning with a focus on Principal Component Analysis and the Singular Value Decomposition.
Markov Chains Decomposition
Log in to Mediaspace to watch this video
Covers Markov chains decomposition, LLN proof, Inventory Model application, and average costs.
Gauss Elimination Algorithm
Log in to Mediaspace to watch this video
Introduces the Gauss elimination algorithm for solving linear systems with practical examples in Python.
Previous
Page 1 of 2
Next
