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#Matrix Algebra

Showing: 21 courses
University of Illinois at Urbana-Champaign

Virtual Reality

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Explore virtual reality fundamentals, from historical perspectives to cutting-edge technologies. Gain hands-on experience in geometric modeling, optical systems, and sensory perception for immersive VR development.
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71 Lesons
21 hours
On-Demand
Free-Video

Learn Algebra

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Master algebra fundamentals to advanced concepts, including equations, matrices, polynomials, functions, logarithms, and conic sections. Develop problem-solving skills for real-world applications.
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35 Lesons
9 hours
On-Demand
Free-Video

Matrix Algebra

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Learn essential matrix algebra concepts, from multiplication to subspaces, with practical applications in linear transformations and data analysis.
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20 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Statistics

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Comprehensive video series covering statistical concepts, Excel applications, matrix algebra, probability, and hypothesis testing for practical data analysis skills.
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44 Lesons
6 hours
On-Demand
Free-Video

Econometrics

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Comprehensive econometrics course covering regression analysis, time series, heteroscedasticity, autocorrelation, and advanced estimation techniques. Includes practical exercises and exam preparation materials.
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55 Lesons
14 hours
On-Demand
Free-Video

Matrix Algebra

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Master essential matrix algebra concepts, from basic operations to advanced techniques like Gauss elimination, matrix inversion, and Cramer's Rule.
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10 Lesons
1 hour 30 minutes
On-Demand
Free-Video
ExcelIsFun

Excel Array Formulas & Functions - 50 Examples of How to Become an Array Expert

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Master Excel array formulas with 50 practical examples, covering fundamental concepts, advanced functions, and real-world applications for data analysis and reporting.
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17 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Serrano.Academy

The Discrete Fourier Transform - Fundamentals and Applications

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Explore the Discrete Fourier Transform, its inverse, formula, and matrix form in this concise tutorial, gaining insights into signal processing and frequency analysis.
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6 Lesons
17 minutes
On-Demand
Free-Video
Insights into Mathematics

Arrays and Matrices II - Data Structures in Mathematics Math Foundations

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Explore matrices from traditional linear algebra to a novel data structure approach. Learn matrix multiplication, algebra, and a new perspective using pixels and maxels.
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9 Lesons
31 minutes
On-Demand
Free-Video
Insights into Mathematics

Maxel Algebra II - Data Structures in Mathematics

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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.
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6 Lesons
21 minutes
On-Demand
Free-Video
Insights into Mathematics

The Chromatic Algebra of 2x2 Matrices - Part 2

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Explores chromatic algebra of 2x2 matrices, focusing on subalgebras, complexions, dot products, and the four-dimensional Dihedrons algebra. Compares to quaternions and highlights unique properties.
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1 Lesons
38 minutes
On-Demand
Free-Video
Insights into Mathematics

Relativistic Dot Products and Complex Numbers in Linear Algebra - Part 2

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Exploring triality of dot products and associated complex numbers in chromogeometry, organized within 2x2 matrices. Delves into interactions between three geometries.
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1 Lesons
25 minutes
On-Demand
Free-Video
Wrath of Math

Least Squares Solutions and Deriving the Normal Equation - Linear Algebra

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Explore least squares solutions, deriving the normal equation for inconsistent systems. Learn best approximation theorem, its application in R^n, and solve examples with unique and infinite solutions.
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12 Lesons
25 minutes
On-Demand
Free-Video
Wrath of Math

Inverse Linear Transformations - Definition and Properties

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Explore inverse linear transformations: definition, properties, and examples. Learn how to prove their one-to-one nature and find inverses in this concise, informative video on advanced linear algebra concepts.
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6 Lesons
14 minutes
On-Demand
Free-Video
Isaac Newton Institute for Mathematical Sciences

Bridging the Divide: From Matrix to Tensor Algebra for Optimal Approximation and Compression

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Explore tensor algebra and its advantages over matrix-based approaches for data compression and analysis. Learn about novel tensor-tensor products and their applications in various fields.
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1 Lesons
1 hour
On-Demand
Free-Video
NPTEL-NOC IITM

Simplex Methods in Matrix Form

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Learn matrix-based simplex methods for efficient linear programming problem-solving, enhancing your optimization skills and mathematical understanding.
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1 Lesons
15 minutes
On-Demand
Free-Video
Math Sorcerer

Matrix Algebra for Engineers - Don't Be an Engineering Poser, Study Real Math

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Discover a powerful book for engineers to master matrix algebra, enhancing mathematical skills crucial for real-world engineering applications and problem-solving.
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1 Lesons
14 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Modular Theory and Quantum Field Theory - Lecture 1

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Explore modular theory in quantum field theory, covering observables, operators, and superselection sectors. Gain insights into correlation functions and state sewing in QFT.
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17 Lesons
1 hour 41 minutes
On-Demand
Free-Video
Chad's Prep

Kirchhoff's Rules and Complex DC Circuits - General Physics

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Master Kirchhoff's Rules for complex DC circuits. Learn to apply junction and loop rules, solve equations, and use matrix algebra for efficient problem-solving in electrical systems.
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5 Lesons
29 minutes
On-Demand
Free-Video
MLCon | Machine Learning Conference

Coding Deep Learning

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Explore deep learning fundamentals, including matrix algebra and calculus, and get practical tips for using frameworks like Keras, PyTorch, and TensorFlow in this informative session.
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1 Lesons
59 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

A Generic Quantum Wielandt's Inequality for Matrix and Lie Algebras

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Explore quantum Wielandt's inequality for matrix and Lie algebras in this mathematical conference talk by Angela Capel, delving into advanced concepts and applications.
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1 Lesons
47 minutes
On-Demand
Free-Video