Matrix Multiplication Courses and Certifications

Simons Institute

Secure Distributed Matrix Multiplication

Explore information-theoretic methods for secure distributed matrix multiplication, focusing on trustworthy machine learning applications and techniques.

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

Tom Rocks Maths

Oxford Linear Algebra - Linear Transformations Explained

Explore linear transformations with Oxford mathematician Dr Tom Crawford, covering definitions, properties, and examples in R3, including matrix multiplication and differentiation.

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

NDC Conferences

Empowering the Quantum Revolution with Q#

Explore quantum computing's revolutionary potential and learn to develop quantum solutions using Microsoft's Quantum Development Kit and Q# programming language.

• YouTube
• 1 hour 1 minute
• On-Demand
• Conference Talk

deeplizard

CNN Weights - Learnable Parameters in PyTorch Neural Networks

Explore PyTorch's inner workings, including OOP concepts, convolutional and linear layer weight tensors, and matrix multiplication for deep learning in neural networks.

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

Simons Institute

Fine-Grained Complexity - Lecture 1

Explore cutting-edge research in fine-grained complexity theory with MIT expert Virginia Vassilevska Williams, delving into advanced algorithmic concepts and their applications.

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

CppNow

C++ Compile-Time Sparse Matrices for Linear Algebra and Tracking Applications

Explore compile-time sparse matrices in C++ for efficient linear algebra and tracking applications, optimizing memory usage and performance through advanced type system techniques.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Conference Talk

Insights into Mathematics

Applications of 2x2 Matrices - Wild Linear Algebra A6

Explores 2x2 matrices, focusing on coordinate changes, linear equations, vector operations, and determinants. Covers fundamental concepts and applications in linear algebra.

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

Insights into Mathematics

Maxel Theory - New Thinking About Matrices - Data Structures Math Foundations 168

Exploring maxel theory and its impact on linear algebra, focusing on pixel geometry and matrix multiplication for new insights into matrix algebra.

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

TheIACR

Time-Optimal Interactive Proofs for Circuit Evaluation

Explore time-optimal interactive proofs for circuit evaluation, covering regular and irregular circuits, parallel computation, and matrix multiplication, with insights on practical applications and future directions.

• YouTube
• 21 minutes
• On-Demand
• Conference Talk

GOTO Conferences

Deep Learning - What is it and What It Can Do For You

Explore deep learning fundamentals, architectures, and applications in AI, from basics to advanced concepts like CNNs and RNNs, with practical insights for implementation and future possibilities.

• YouTube
• 51 minutes
• On-Demand
• Conference Talk

Sundeep Saradhi Kanthety

Strassen's Matrix Multiplication Algorithm - Concept and Time Complexity

Explore Strassen's Matrix Multiplication algorithm, its concept, and time complexity in the context of Divide & Conquer strategies for efficient matrix operations.

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

Chris Hay

Python Apple MLX Tutorial: Introduction to Machine Learning on Apple Silicon

Learn MLX framework for Apple Silicon: GPU operations, transformers, language models, and generative AI concepts. Applicable to PyTorch and NumPy users.

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

Dot Physics

Angular Momentum and Moment of Inertia Tensor for 3 Masses - Python Tutorial

Calculate center of mass, moment of inertia tensor, and angular velocity vector for three masses using Python. Includes code implementation and mathematical concepts.

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

Centre International de Rencontres Mathématiques

Designing and Exploiting Fast Algorithms for Polynomial Matrices - Lecture 2

Explorez les algorithmes rapides pour les matrices polynomiales et leurs applications dans cette conférence approfondie sur l'algèbre informatique.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Video

Excellence Academy

Matrices: Addition, Subtraction, and Multiplication - JAMB Preparation

Master matrix operations: addition, subtraction, and multiplication for JAMB Mathematics. Enhance problem-solving skills with practical examples and expert guidance.

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