Matrices Courses and Certifications

javidx9

Code-It-Yourself 3D Graphics Engine - Triangles and Projection - Part 1

Build a 3D graphics engine from scratch by projecting rotating, translated triangles from 3D coordinates onto a 2D screen.

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

3Blue1Brown

Visual Introduction to Transformers and GPTs - Deep Learning Chapter 5

Visual introduction to transformers and GPTs, covering key concepts like word embeddings, deep learning premise, and softmax. Explores the inner workings of these models with clear animations and explanations.

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

Wrath of Math

Elementary Linear Algebra - Complete Course

Master matrix operations, vector spaces, eigenvalues, and transformations through comprehensive lessons covering Gaussian elimination, determinants, orthogonality, and advanced topics.

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

Freya Holmér

Math for Game Developers 2022

Master essential mathematical concepts for game development including vectors, matrices, trigonometry, interpolation, and procedural animation techniques.

• YouTube
• 1 day 10 hours 6 minutes
• Self-Paced
• Free Video

Eddie Woo

Introduction to Complex Numbers

Discover the power of complex numbers, from imaginary units to polar forms, unlocking mathematical realities through geometric interpretations and elegant identities.

• YouTube
• 5 hours 46 minutes
• Self-Paced
• Free Video

Krista King

Vector Calculus - Introduction to Vectors, Vector Functions, and Vector Fields

Master vector calculus from 3D geometry through advanced theorems including dot/cross products, line integrals, Green's theorem, and surface integrals in this comprehensive playlist.

• YouTube
• 12 hours 10 minutes
• Self-Paced
• Free Video

Neso Academy

C++ Programming - Complete Course from Basics to Object-Oriented Programming

Master C++ programming from fundamentals to advanced OOP concepts including classes, vectors, functions, and file I/O through comprehensive hands-on tutorials.

• YouTube
• 10 hours 22 minutes
• Self-Paced
• Free Video

Coding Train

Neural Networks - The Nature of Code

Dive into neural networks from perceptrons to backpropagation with hands-on coding examples, matrix math, and practical projects like doodle classification.

• YouTube
• 8 hours 48 minutes
• Self-Paced
• Free Video

3Blue1Brown

Essence of Linear Algebra

Discover linear algebra fundamentals through stunning visual explanations covering vectors, transformations, matrices, eigenvalues, and geometric interpretations.

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

Career Certificate

Introductory Linear Algebra

Solve systems of linear equations with a row-reduction algorithm, explore linear independence and linear transformations, and apply the Invertible Matrix Theorem, partitioned matrices, and matrix factorizations.

• edX
• 6 weeks, 5-6 hours a week
• Self-Paced
• $498.00
• 2 courses

Vector Space - Linear Algebra

6 ratings

In this course, you will learn about Vector Space. These concepts are very important for Engineering and Basic Science students. This course is very useful for B.Sc./B.Tech students as well as for M.Sc./M.Tech. students who are preparing for NET, GATE an…

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

Dr Trefor Bazett

Rotation Matrices - Linear Algebra Fundamentals

Explore rotation matrices in linear algebra, covering geometric rotations, linearity properties, matrix composition, eigenvalues, and higher-dimensional applications.

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

CppNow

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

A C++ type system encodes sparse matrix structure at compile time, reducing storage and letting compilers remove unnecessary operations.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Conference Talk

LAFF – On Programming for Correctness

Learn to apply formal methods to systematically develop correct, loop-based programs, an essential skill for computer programmers.

• edX
• 7 weeks, 4-6 hours a week
• Self-Paced
• Free Online Course (Audit)

Foundations of Data Science

Learn the fundamental concepts in probability, statistics, optimization and linear algebra which form the foundations for data science.

• edX
• 7 weeks, 4-5 hours a week
• Self-Paced
• Free Certificate