Matrices Courses and Certifications

Spring AI for beginners : Build GenAI LLM Apps in Easy Steps

438 ratings at Udemy

Master building AI-powered applications with Spring AI framework, from basic LLM integration to advanced features like RAG, embeddings, and multimodal models using OpenAI and open-source LLMs.

• Udemy
• 4 hours 11 minutes
• Self-Paced
• Paid Course

Linear Algebra for AI - Generative AI - Agentic AI

433 ratings at Udemy

Master Linear Algebra: Essential Math for AI , Data Science, Machine Learning, Deep Learning Applications , Agentic AI

• Udemy
• 1 day 4 hours 5 minutes
• Self-Paced
• Paid Course

Introducing vectors for engineering applications

2 ratings at OpenLearn

Applied mathematics is a key skill for practicing engineers and mathematical modelling is an ever-increasing field within engineering. This free course, Introducing vectors for engineering ...

• OpenLearn
• 5 hours
• Self-Paced
• Free Certificate

Newton's Laws of Motion - Fundamentals of Physics

Explore Newton's Laws of Motion: inertia, force and acceleration relationships, and action-reaction principles. Gain insights into fundamental physics concepts and their real-world applications.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Vectors in Multiple Dimensions - Fundamentals of Physics

Explore vector motion in multiple dimensions, covering properties, transformations, velocity vectors, and applications to circular and projectile motion. Gain a solid foundation in vector physics.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

QGIS 3: from Beginner to Advanced

383 ratings at Udemy

Learn skills that will make you stand out from the competition

• Udemy
• 3 hours 13 minutes
• Self-Paced
• Paid Course

Deep Learning for Natural Language Processing

377 ratings at Udemy

Master natural language processing fundamentals through word embeddings, sequence models, and transformer architectures like BERT and GPT, with hands-on applications in sentiment analysis and machine translation.

• Udemy
• 11 hours 12 minutes
• Self-Paced
• Paid Course

Facial Recognition: Eigenvectors and Covariance Matrices - Lecture 14

Explore facial recognition technology, from simple approaches to advanced techniques using eigenvectors and covariance matrices. Learn about challenges and solutions in this field.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

IAS | PCMI Park City Mathematics Institute

Wigner Random Matrices and the Semicircle Law

Explore Wigner's semicircle law through eigenvalues, graph theory, and Catalan numbers in random matrix theory with proofs and spectral analysis techniques.

• YouTube
• 3 hours 54 minutes
• Self-Paced
• Free Video

NCCR SwissMAP

Random Matrices and Universality 1 - Master Class in Mathematical Physics 2019-2020

Dive into advanced mathematical physics through comprehensive study of random matrix theory and universality principles in this intensive 21-hour master class series.

• YouTube
• 21 hours 1 minute
• Self-Paced
• Free Video

Alan Turing Institute

Learning Automata with Hankel Matrices - Borja Balle, Amazon Research Cambridge

Explore a unified framework for learning automata using Hankel matrices, covering query learning, spectral learning, and matrix completion algorithms with practical applications.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Simons Institute

Finding Low-Rank Matrices - From Matrix Completion to Recent Trends

Explore low-rank matrix recovery, from matrix completion to recent trends, covering theoretical foundations and applications in signal processing and machine learning.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

Insights into Mathematics

Maxel Theory - New Thinking About Matrices II - Data Structures Math Foundations

Exploring maxel theory as an extension of matrix theory, focusing on multiset views, distributive and associative laws, 1-maxels, and frames. Introduces new terminology and notation for a data structure-oriented approach.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Insights into Mathematics

Arrays and Matrices II - Data Structures in Mathematics Math Foundations

Explore matrices from traditional linear algebra to a novel data structure approach. Learn matrix multiplication, algebra, and a new perspective using pixels and maxels.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Linear Spaces of Matrices - Avi Wigderson

Explore linear spaces of matrices with Avi Wigderson, covering motivations, structural results, algorithms, and open problems in mathematics and computer science.

• YouTube
• 2 hours 13 minutes
• Self-Paced
• Free Video