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Udemy - Fundamentals of Linear Algebra for University Students

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Udemy - Fundamentals of Linear Algebra for University Students (Size: 1.3 GB)
  1. 3D Vectors - Introduction.mp4 10.6 MB
  1. Bases.mp4 29.5 MB
  1. Collinearity in Vectors - Introduction.mp4 4.5 MB
  1. Commutator - Introduction.mp4 6.8 MB
  1. Cross Product - Introduction.mp4 38.4 MB
  1. Dot Product - Introduction.mp4 5.9 MB
  1. Dot Product Uses - Introduction.mp4 16.5 MB
  1. Eigenvalues and Eigenvectors - Introduction.mp4 28.7 MB
  1. Introduction.mp4 22.1 MB
  1. Magnitude and Direction - Introduction.mp4 26.3 MB
  1. Matrices Fundamentals.mp4 68.9 MB
  1. Matrix Determinant - Introduction.mp4 2.8 MB
  1. Matrix Diagonalization - Introduction.mp4 20.9 MB
  1. Matrix Inverse - Introduction.mp4 19.6 MB
  1. Matrix Operations - Introduction.mp4 2.5 MB
  1. Properties - Introduction.mp4 9.9 MB
  1. Scalar Fields vs. Vector Fields.mp4 6.6 MB
  1. Scalar vs. Vector.mp4 19.3 MB
  1. Tensors - Introduction.mp4 12.2 MB
  1. Tensors Addition - Introduction.mp4 2.4 MB
  1. Tensors Contraction - Introduction.mp4 6 MB
  1. Tensors Expansion - Tensors Multiplication (Dyad Product) - Introduction.mp4 9.6 MB
  1. Unit Vectors - Introduction.mp4 4.4 MB
  1. Vectors Differentiation - Introduction.mp4 9.6 MB
  1. Vectors Double Integration - Introduction.mp4 4.6 MB
  1. Vectors Integration - Introduction.mp4 8 MB
  1. Vectors Partial Differentiation - Introduction.mp4 5.4 MB
  10. Matrix Hermitian Complex Conjugate - Example.mp4 4.9 MB
  10. Vector Field Laplacian - Introduction.mp4 3.7 MB
  11. Vector Field Laplacian - Example.mp4 15.4 MB
  2. 3D Vectors - Example.mp4 11 MB
  2. Collinearity in Vectors - Example 1.mp4 4.7 MB
  2. Commutator - Example.mp4 15 MB
  2. Cross Product - Example.mp4 17 MB
  2. Dot Product - Example 1.mp4 1.5 MB
  2. Dot Product Uses - Example 1.mp4 6.9 MB
  2. Eigenvalues and Eigenvectors - Example.mp4 33.3 MB
  2. Magnitude and Direction - Example 1.mp4 3.5 MB
  2. Matrices Rules - Introduction.mp4 30.8 MB
  2. Matrix Determinant - Properties.mp4 46.8 MB
  2. Matrix Diagonalization - Example 1.mp4 25.1 MB
  2. Matrix Inverse - Example.mp4 28.4 MB
  2. Matrix Trace - Introduction.mp4 2.6 MB
  2. Properties - Example 1.mp4 2.4 MB
  2. Scalar Field Gradient - Introduction.mp4 3.3 MB
  2. Tensors - Covariant vs. Contravariant Tensors.mp4 27.1 MB
  2. Tensors Addition - Example.mp4 1.9 MB
  2. Tensors Contraction - Example 1 (Dot Product).mp4 3.1 MB
  2. Tensors Expansion - Tensors Multiplication (Dyad Product) - Example.mp4 6.7 MB
  2. Unit Vectors - Example.mp4 4.6 MB
  2. Vectors Differentiation - Example 1.mp4 10.1 MB
  2. Vectors Double Integration - Example.mp4 27.3 MB
  2. Vectors Fundamentals.mp4 24.5 MB
  2. Vectors Integration - Example 1.mp4 24.4 MB
  2. Vectors Partial Differentiation - Example.mp4 12.2 MB
  3. Collinearity in Vectors - Example 2.mp4 4.8 MB
  3. Dot Product - Example 2.mp4 1.1 MB
  3. Dot Product Uses - Example 2.mp4 7.2 MB
  3. Magnitude and Direction - Example 2.mp4 13.4 MB
  3. Matrices Rules - Example 1.mp4 8.9 MB
  3. Matrix Determinant - Example 1.mp4 6.4 MB
  3. Matrix Diagonalization - Example 2.mp4 51.1 MB
  3. Matrix Inverse - Matrix Inverse to Solve Algebraic Equations.mp4 21.4 MB
  3. Matrix Trace - Example 1.mp4 7.4 MB
  3. Properties - Example 2.mp4 2.8 MB
  3. Scalar Field Gradient - Example.mp4 8.3 MB
  3. Tensors Contraction - Example 2 (Trace).mp4 2.5 MB
  3. Vectors Differentiation - Example 2.mp4 9.1 MB
  3. Vectors Integration - Example 2.mp4 5 MB
  4. Collinearity in Vectors - Example 3.mp4 11.1 MB
  4. Dot Product - Example 3.mp4 44.5 MB
  4. Dot Product Uses - Example 3.mp4 11 MB
  4. Matrices Rules - Example 2.mp4 21.6 MB
  4. Matrix Determinant - Example 2.mp4 37.3 MB
  4. Matrix Diagonalization - Example 3.mp4 14.1 MB
  4. Matrix Trace - Example 2.mp4 21.7 MB
  4. Properties - Example 3.mp4 2.6 MB
  4. Scalar Field Laplacian - Introduction.mp4 3 MB
  4. Vectors Differentiation - Example 3.mp4 12.3 MB
  4. Vectors Integration - Path Integrals.mp4 42.6 MB
  5. Collinearity in Vectors - Example 4.mp4 5.6 MB
  5. Matrix Transpose - Introduction.mp4 2.8 MB
  5. Scalar Field Laplacian - Example.mp4 17.7 MB
  5. Vectors Differentiation - Example 4.mp4 7.9 MB
  6. Matrix Transpose - Example.mp4 21.5 MB
  6. Vector Filed Divergence - Introduction.mp4 37.4 MB
  7. Matrix Complex Conjugate - Introduction.mp4 8.2 MB
  7. Vector Filed Divergence - Example.mp4 14.6 MB
  8. Matrix Complex Conjugate - Example.mp4 3.3 MB
  8. Vector Filed Curl - Introduction.mp4 22.7 MB
  9. Matrix Hermitian Complex Conjugate - Introduction.mp4 1.7 MB
  9. Vector Filed Curl - Example.mp4 12 MB
  Bonus Resources.txt 409.6 B
  Get Bonus Downloads Here.url 204.8 B
  ▲ 94 total files

Description


Fundamentals of Linear Algebra for University Students

https://FreeCourseWeb.com

Published 2/2024
Created by Kamal Saadeddin
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 92 Lectures ( 6h 20m ) | Size: 1.3 GB

Your Gateway to Data Science and Machine Learning Essentials through Mastering Vectors, Matrices and Tensors.

What you'll learn:
Gain knowledge of vector spaces and calculations
Gain knowledge of matrix properties and operations
Gain knowledge of eigenvalues and eigenvectors
Gain knowledge of tensor properties and operations

Requirements:
Basic Calculus knowledge

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