Vector Spaces Courses and Certifications

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
• Self-Paced
• Free Video

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Certificate

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
• Self-Paced
• Free Online Course

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
• Self-Paced
• Paid Course

Foundations of Statistical Learning & Algorithms

Master fundamental mathematical concepts for machine learning through linear algebra, probability theory, and optimization techniques, focusing on practical applications and model evaluation methods.

• Coursera
• 21 hours 22 minutes
• Self-Paced
• Paid Course

Birla Institute Of Technology And Science–Pilani (BITS–Pilani)

Linear Algebra for Machine Learning & AI

Master the mathematical foundations of AI and ML through matrices, linear systems, eigenvalues, transformations, and programming to build essential analytical skills.

• Coursera
• 1 day 11 hours 51 minutes
• Self-Paced
• Paid Course

Create Embeddings, Vector Search, and RAG with BigQuery

Master building RAG pipelines in BigQuery to reduce AI hallucinations through vector search and embeddings, using Gemini and other generative AI models for improved accuracy.

• Coursera
• 2 hours 30 minutes
• Self-Paced
• Paid Course

Math 201: Linear Algebra

Master fundamental concepts of vector spaces, matrices, eigenvalues, and linear transformations to solve complex mathematical problems and build analytical thinking skills.

• Study.com
• 10 hours 24 minutes
• Self-Paced
• Paid Course

Linear Algebra

Master matrix theory and linear algebra, exploring systems of equations, vector spaces, determinants, eigenvalues, and applications in various disciplines. Gain practical skills for solving complex mathematical problems.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Linear Algebra and NxN Systems

Master algebra and MATLAB to solve large systems of differential equations, explore vector spaces, tackle eigenvalue problems, and model real-world phenomena.

• MITx Online
• 11 weeks, 5-8 hours/week
• Self-Paced
• Free Online Course