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

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
• Self-Paced
• Paid Course

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

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

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

Institute for Advanced Study

Sparse Matrices in Sparse Analysis - Anna Gilbert

Explore sparse matrices in compressive sensing, focusing on expander graphs and their applications. Learn about metric repair scenarios and algorithms for sparse signal recovery.

• YouTube
• 1 hour 2 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

Mecharithm - Robotics and Mechatronics

Rotation Matrices in Robotics - Fundamentals of Robotics

Explore rotation matrices in robotics: properties, uses, and applications. Learn implicit orientation representation, frame changes, and rotations with practical demonstrations for robotic systems.

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

CppNow

Taking Static Type-safety to the Next Level - Physical Units for Matrices

Explore advanced C++ techniques for implementing physical unit types in matrix operations, enhancing type safety and error prevention in robotics, graphics, and automated driving applications.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Conference Talk