R Programming Crash Course
Comprehensive introduction to R programming, covering installation, data types, data manipulation with dplyr, visualization with ggplot2, and practical data analysis techniques for beginners.
MATLAB Tutorial
Comprehensive guide to MATLAB programming, covering data types, functions, OOP, and visualization. Ideal for beginners and intermediate users seeking to master MATLAB's capabilities.
Linear Algebra
Comprehensive exploration of linear algebra concepts, from matrices and vector spaces to eigenvalues and transformations, with practical applications and in-depth explanations.
Matlab Tutorial
Comprehensive guide to MATLAB, covering user interface, arithmetic, variables, complex numbers, vectors, matrices, calculus, and plotting. Ideal for beginners and intermediate users.
Python Tutorial for Beginners
Comprehensive Python programming tutorial covering basics to advanced concepts, including OOP, file handling, and web development with Django. Ideal for beginners and intermediate learners.
Matrices & Determinants - IIT JEE Mathematics
Comprehensive study of matrices and determinants for IIT JEE Mathematics, covering key concepts, problem-solving techniques, and exam preparation through lectures, quizzes, and mock tests.
Structure and Matrices in Julia Programming - Lecture 3
Explore matrices, sparse structures, and SVD for image compression and computational thinking in Julia, with practical applications in machine learning and linear algebra.
Engineering Math Pre-Req - Quick and Dirty Introduction to Matlab
High-level introduction to essential Matlab commands for engineering math, covering arithmetic, loops, matrices, plotting, and solving equations and differential equations.
Gentle Introduction to Modeling with Matrices and Vectors - A Probabilistic Weather Model
Explore probabilistic weather modeling using matrices and vectors, with practical examples in Python and MATLAB. Learn to represent and update weather states mathematically.
Basic 2D Transformations in Computer Graphics
Learn essential 2D transformations in computer graphics, including translation, rotation, scaling, and shearing. Understand their mathematical foundations and practical applications in graphics programming.
On the Unreasonable Effectiveness of Compressive Imaging - Ben Adcock, Simon Fraser University
Explores compressive imaging's effectiveness, discussing compressed sensing theory, optimal sampling strategies, and practical applications in data science and imaging technology.
Spaces and Cross Product - Math for Game Devs Part 2
Explore spaces, dot and cross products, matrices, and transformations in game development math. Includes practical assignments and solutions for radial triggers, look-at triggers, and space transformations.
Trigonometry in Elliptic Geometry II - Universal Hyperbolic Geometry - NJ Wildberger
Explore elliptic trigonometry laws, including Spread, Cross, and Dual cross, using linear algebra. Learn proofs for Thales', Pythagoras', and Triple Quad formulas in elliptic geometry.
How to Construct the True Complex Numbers I - Famous Math Problems
Exploring the construction of true complex numbers using field theory and linear algebra, challenging traditional approaches and introducing novel concepts for a modern understanding.
Integral Vectors and Matrices via Vexels and Maxels II - Data Structures Math Foundations
Explores integral vectors and matrices using vexels and maxels, extending the concept to cover the entire plane and its implications for linear algebra and analysis.
Arrays and Matrices - Data Structures in Mathematics Math Foundations | NJ Wildberger
Introduction to arrays and matrices as 2D data structures, exploring definitions, examples, and extending to 3D arrays. Distinguishes between arrays and matrices, offering a novel approach to linear algebra.
Change of Coordinates and Determinants - Wild Linear Algebra A
Explore change of coordinates, linear equations, vectors, matrices, and determinants in linear algebra. Gain insights into fundamental concepts and their applications through examples and exercises.
The Geometry of a System of Linear Equations - Wild Linear Algebra A
Explore the geometry of linear equations through a novel approach using properties instead of infinite sets. Gain insights into subspaces, kernel, and linear transformations with practical examples.
The Stern-Brocot Tree, Matrices and Wedges - Real Numbers and Limits Math Foundations
Explore the Stern-Brocot tree's matrix and geometric representations, including wedges, for a deeper understanding of fractions and their relationships in mathematics.
Precalculus 2 - Systems of Equations, Polynomials, and Real-World Applications
Master essential precalculus concepts for calculus preparation, including real-world problem-solving, systems of equations, polynomials, and advanced algebraic techniques.
Linear Algebra Fundamentals - Vectors, Matrices, and Operations
Comprehensive introduction to linear algebra covering vectors, matrices, and their operations. Explores applications in various fields and problem-solving techniques for systems of equations.