Vector Spaces Courses and Certifications

Mathematics for Machine Learning: PCA

3178 ratings at Coursera

Explore mathematical foundations of Principal Component Analysis (PCA) for dimensionality reduction. Learn statistics, inner products, orthogonal projections, and derive PCA from a geometric perspective.

• Coursera
• 20 hours 39 minutes
• On-Demand
• Paid Course

Wrath of Math

Isomorphic Vector Spaces and Isomorphisms - Linear Algebra

Explore isomorphic vector spaces and their properties, including examples and proofs. Learn how all n-dimensional spaces relate to R^n and understand key concepts in linear algebra.

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

Wrath of Math

General Linear Transformations on Vector Spaces

Explore general linear transformations on vector spaces, their properties, and examples. Learn to distinguish between linear and non-linear transformations in this comprehensive overview.

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

International Centre for Theoretical Sciences

Finite Dimensional Vector Spaces - An Overview

Comprehensive overview of finite dimensional vector spaces, exploring key concepts, properties, and applications in linear algebra and mathematical analysis.

• YouTube
• 1 hour 37 minutes
• On-Demand
• Free Video

ICTP-SAIFR

Infinite Dimensional Vector Spaces - Class 5 - Part 1

Dive into infinite dimensional vector spaces with Oscar Reula in this analytical exploration of partial differential equations, part of ICTP-SAIFR's minicourse on PDEs.

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

Fields Institute

There Is a Completely Separable Mad Family of Vector Spaces

Explore advanced set theory concepts through the construction and properties of completely separable maximal almost disjoint families in vector space contexts.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Vector Spaces

Explora espacios vectoriales, subespacios, independencia lineal, coordenadas, bases y dimensiones, y más en este detallado estudio de álgebra lineal.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

Vector Spaces

Explore vector spaces through 25 examples, covering subspaces, unions, spans, and theorems. Delve into dimensions, including infinite ones, and learn about Lagrange Interpolation and Zorn's Lemma.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Video

Embedding-Based Recommendation with Similarity Scoring

Master embedding-based music recommendations using vector transformations, cosine similarity, and clustering to build personalized suggestion systems.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Math For Video Games: The Fastest Way To Get Smarter At Math

1939 ratings at Udemy

Learn Math for Video Game Design & Coding through Solving fun Video Game Problems

• Udemy
• 13 hours 23 minutes
• On-Demand
• Paid Course

Land on Vector Spaces with Python

Explore linear algebra foundations using Python, focusing on matrices, eigenvalues, and applications in ecology, Markov Chains, and Google PageRank. Develop practical skills for data analysis and problem-solving.

• Independent
• 4 weeks, 8 hours a week
• On-Demand
• Free Online Course

Master Linear Algebra 2020: The Complete Study Of Spaces

387 ratings at Udemy

Learn How to Define Space And How it is Characterized And Measured. We Make Linear Algebra Math Fun And Easy.

• Udemy
• 11 hours 31 minutes
• On-Demand
• Paid Course

Linear Algebra and Geometry 2

300 ratings at Udemy

Much more about matrices; abstract vector spaces and their bases; linear transformations animated with MANIM

• Udemy
• 1 day 23 hours 9 minutes
• On-Demand
• Paid Course

Linear Algebra, Part 1

5 ratings at edX

This course is an introduction to linear algebra. You will discover the basic objects of linear algebra – how to compute with them, how they fit together theoretically, and how they can be used to solve real problems.

• edX
• 8 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Algèbre Linéaire (Partie 1)

2 reviews

Un MOOC francophone d'algèbre linéaire accessible à tous, enseigné de manière rigoureuse et ne nécessitant aucun prérequis.

• edX
• 4 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)