Matrices Courses and Certifications

Mathematics for Machine Learning: Linear Algebra

9 ratings

Explore linear algebra fundamentals and their applications in machine learning, covering vectors, matrices, eigenvalues, and practical implementations in Python for data-driven tasks.

• Coursera
• 18 hours 50 minutes
• Self-Paced
• Paid Course

The Organic Chemistry Tutor

Gaussian Elimination & Row Echelon Form

Learn Gaussian elimination to solve 3x3 linear equation systems using matrix operations. Convert to augmented matrices, apply row operations, and use back substitution to find solutions.

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

Introduction to linear equations and matrices

6 ratings at OpenLearn

In this free course, matrices are used as a concise way of representing systems of linear equations which occur frequently in mathematics. Section 1 looks at simultaneous linear equations in two ...

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

eHowEducation

Advanced Math - Comprehensive Topics in Mathematics

Explore diverse mathematical concepts from parabolas and matrices to fractals and Boolean logic through practical examples and real-world applications.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

CodeHelp - by Babbar

Introduction to 2D Arrays in C++ - LeetCode Questions

Comprehensive tutorial on 2D arrays in C++, covering creation, input/output, searching, and solving LeetCode problems. Includes practical coding examples and problem-solving strategies for matrix operations.

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

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
• Self-Paced
• Free Video

TrevTutor

Linear Algebra - Complete Course on Systems, Vectors, Matrices, and Transformations

Master fundamental concepts from systems of equations to eigenvalues through comprehensive video tutorials covering matrices, transformations, vector spaces, and diagonalization.

• YouTube
• 9 hours
• Self-Paced
• Free Video

Sequence Models

31272 ratings at Coursera

Master sequence models for NLP tasks, including RNNs, LSTMs, and transformers. Apply these techniques to speech recognition, language modeling, and machine translation.

• Coursera
• 1 day 13 hours 7 minutes
• Self-Paced
• Paid Course

Wrath of Math

There's No Way This Is Loss - Matrix Multiplication and Meme Explanation

Explore the humorous connection between matrix multiplication and the "is this loss?" meme, learning about linear transformations while uncovering a mathematical joke with unexpected results.

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

Vectors and Matrices

Discover how vectors describe movement in space through game programming and logo design, covering addition, scaling, transformations, polar coordinates, and dot products.

• Brilliant
• Self-Paced
• Paid Course

Dr Trefor Bazett

The Gaussian Algorithm Visualized: Geometric Interpretation and Linear Transformations

Visualize the Gaussian algorithm's geometric meaning in linear algebra, exploring plane rotations and linear transformations to simplify systems of equations.

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

Insights into Mathematics

Maxel Algebra II - Data Structures in Mathematics

Exploring maxel algebra as an extension of matrix algebra, focusing on diagonal maxels and their role in projecting and restricting maxels, revealing nested matrix algebra structures.

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

Introduction to R

8 ratings

Master the basics of data analysis in R, including vectors, lists, and data frames, and practice R with real data sets.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available