Matrices Courses and Certifications

NPTEL;  IIT Madras

Quantum Mechanics I

Comprehensive introduction to quantum mechanics, covering linear vector spaces, postulates, uncertainty principle, harmonic oscillators, angular momentum, wave mechanics, and perturbation theory.

• YouTube
• 1 day 12 hours
• Self-Paced
• Free Video

Abstract Algebra

Explore fundamental concepts of abstract algebra, including groups, rings, fields, and vector spaces, with a focus on definitions, examples, and key theorems.

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Madras

Linear Algebra

In this course, you will learn systems of linear equations, Matrices, Elementary row operations, Row-reduced echelon matrices. Vector spaces, Subspaces, Bases and dimension, Ordered bases and coordinates.

• YouTube
• 1 day 16 hours
• Self-Paced
• Free Video

NPTEL;  IIT Madras

Quantum Mechanics I

This course covers basic concepts of quantum mechanics and mathematical preliminaries, eigenvalues, expectation values, measurement and the uncertainty principle, time evolution of wavepackets, 1-dimensional potential well problems

• YouTube
• 1 day 12 hours
• Self-Paced
• Free Video

javidx9

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

Learn to build a 3D graphics engine from scratch, covering triangles, projection matrices, and basic rotation. Gain hands-on experience in creating a rotating cube using fundamental 3D graphics concepts.

• 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

Derek Banas

C++ Programming

Comprehensive C++ tutorial covering fundamental concepts, data structures, object-oriented programming, and advanced topics. Ideal for beginners and intermediate programmers seeking to master C++.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Caleb Curry

C++ Programming All-in-One Tutorial Series

Comprehensive C++ programming tutorial covering fundamental concepts, advanced topics, and practical applications. Ideal for beginners and intermediate learners seeking to master C++ development.

• YouTube
• 10 hours 28 minutes
• Self-Paced
• Free Video

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

Khan Academy

Linear Subspaces - Vectors and Spaces - Linear Algebra

Explore linear subspaces in Rn, a fundamental concept in linear algebra. Learn to visualize and understand multi-dimensional mathematical reasoning through vectors, matrices, and transformations.

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

Khan Academy

Linear Combinations and Span - Vectors and Spaces - Linear Algebra - Khan Academy

Explore linear combinations and spans of vectors in this Khan Academy video, enhancing your understanding of fundamental linear algebra concepts and their applications.

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

Professor Leonard

Calculus 3 - An Introduction to Vectors

Discover vector operations, including addition, subtraction, position vectors, unit vectors, and magnitude. Gain a solid foundation in vector mathematics for advanced calculus applications.

• YouTube
• 2 hours 38 minutes
• Self-Paced
• Free Video

RAG in Azure with OpenAI and ChatGPT LLM model

493 ratings at Udemy

Extending LLM models using Azure services and tools

• Udemy
• 1 hour 10 minutes
• Self-Paced
• Paid Course

CUDA Programming - High-Performance Computing with GPUs

3 ratings

Master CUDA programming for GPU-accelerated computing and deep learning. Covers ecosystem, setup, kernels, API, optimizations, Triton, PyTorch extensions, and practical MNIST implementation.

• freeCodeCamp
• 11 hours 55 minutes
• Self-Paced
• Free Video

2025 R Programming Bootcamp for Absolute Beginners

446 ratings at Udemy

R Programming course suitable for Absolute Beginners, no coding experience or a statistics background needed

• Udemy
• 1 hour 28 minutes
• Self-Paced
• Paid Course