Matrix Multiplication Courses and Certifications

Sundeep Saradhi Kanthety

Matrix Multiplication - C Programming

Learn to implement matrix multiplication in C, covering algorithm design, memory allocation, and efficient coding techniques for handling multi-dimensional arrays.

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

Simons Institute

Breakthroughs - A Refined Laser Method and Faster Matrix Multiplication

Explore advanced techniques in matrix multiplication, including the refined Laser method, to enhance computational efficiency and speed in mathematical operations.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Alfredo Canziani

Matrix Multiplication, Signals, and Convolutions

Explore matrix multiplication, natural signals, and convolutions in deep learning. Includes practical demonstrations using IPython and PyTorch.

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

TabletClass Math

Matrix Multiplication - How to Multiply Matrices and Avoid Errors

Master matrix multiplication techniques and avoid common errors in this concise tutorial. Learn essential skills for middle school, high school, and college-level mathematics.

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

Introduction to Linear Algebra for Machine Learning

Master essential linear algebra concepts and operations needed for machine learning, from vectors and matrices to determinants and linear dependency, with hands-on Python implementation.

• CodeSignal
• On-Demand
• Free Certificate

Multivariable Calculus

Explore advanced calculus concepts for multivariable functions, including vector analysis, partial derivatives, multiple integrals, and theorems. Gain practical skills through lectures, problem-solving, and interactive applets.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Dynamic Programming, Greedy Algorithms

161 ratings at Coursera

Explore algorithm design techniques like divide-and-conquer, dynamic programming, and greedy algorithms. Learn about intractability and optimization problem-solving using linear/integer programming solvers.

• Coursera
• 1 day 13 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

First Order Optical System Design

318 ratings at Coursera

Explore optical system design, from eyewear to telescopes. Learn first-order design techniques, use industry-standard software, and develop intuition for complex optical systems.

• Coursera
• 21 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

CUDA Crash Course

1 review

Comprehensive introduction to CUDA programming, covering vector operations, matrix multiplication, memory optimization, and performance tuning for GPU-accelerated computing.

• YouTube
• 7 hours
• On-Demand
• Free Video

NPTEL;  IIT Bombay

Basic Linear Algebra

Linear Algebra is a basic course for students intended to go for Engineering studies and higher studies in Mathematics. We will cover the basic tools needed in these branches.

• YouTube
• 16 hours
• On-Demand
• Free Video

Linear Algebra

Comprehensive exploration of linear algebra concepts, from basic operations to advanced topics like eigenvalues, with practical applications and problem-solving techniques.

• YouTube
• 7 hours
• On-Demand
• Free Video

Introduction to Quantum Computing for Everyone

33 ratings at edX

Explore quantum computing fundamentals, from applications to algorithms, gaining intuitive understanding of qubits, superposition, entanglement, and quantum circuits without complex mathematics.

• edX
• 5 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Parallel and Concurrent Programming with Java 2

146 ratings at LinkedIn Learning

Take a deeper dive into the key mechanisms for writing concurrent and parallel programs. Discover how to parallelize a sequential program.

• LinkedIn Learning
• 2 hours 14 minutes
• On-Demand
• Free Trial Available

Python Parallel and Concurrent Programming Part 2

124 ratings at LinkedIn Learning

Write more effective programs that execute multiple instructions simultaneously. Learn advanced techniques for parallel and concurrent programming in Python.

• LinkedIn Learning
• 2 hours 19 minutes
• On-Demand
• Free Trial Available

Matrix Algebra

Master essential matrix algebra concepts, from basic operations to advanced techniques like Gauss elimination, matrix inversion, and Cramer's Rule.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video