Udemy - Complete Linear Algebra for Data Science & Machine Learni...

Files:

• 001 Welcome and Introduction.mp4 (49.1 MB)

• 002 Matrices and their Significance - 001.mp4 (5.3 MB)
• 003 Matrix Notation - 002.mp4 (5.7 MB)
• 004 Dimension (Order) of a Matrix - 003.mp4 (11.2 MB)
• 005 Addressing Elements of a Matrix - 004.mp4 (11.6 MB)
• 006 Solving Linear Systems in 2 Unknowns - 005.mp4 (54.5 MB)
• 007 Solving Linear Systems in 3 Unknowns - 006.mp4 (30.1 MB)

• 008 IMPORTANT - This section is OPTIONAL.html (1.3 KB)
• 009 Types of Matrices.mp4 (26.6 MB)
• 010 Addition and Subtraction of Matrices.mp4 (28.6 MB)
• 011 Multiplication of Scalars with Matrices.mp4 (8.8 MB)
• 012 Multiplication of two Matrices.mp4 (81.7 MB)
• 013 Inverse and Determinant of a 2x2 Matrix.mp4 (19.6 MB)
• 014 The Formula Inverse (A) Adjoint (A) Determinant (A).mp4 (17.2 MB)
• 015 EXAMPLE - Inverse of a 2x2 Matrix.mp4 (10.1 MB)
• 016 Using Matrices to Solve Simultaneous Linear Equations.mp4 (43.3 MB)
• 017 EXAMPLE - Using Matrices to Solve Simultaneous Linear Equations.mp4 (38.1 MB)
• 018 CHALLENGE QUESTION - Using Matrices to Solve Simultaneous Linear Equations.mp4 (8.0 MB)
• 019 SUMMARY.mp4 (54.5 MB)

• 020 The Online Matrix Calculator A FREE Tool.mp4 (84.1 MB)
• 021 Systems of Linear Equations.mp4 (22.4 MB)
• 022 Systems of Linear Equations - Continued.mp4 (10.9 MB)
• 023 Elementary Row Operations.mp4 (163.2 MB)
• 024 Row Echelon Form (REF).mp4 (179.2 MB)
• 025 Reduced Row Echelon Form (RREF).mp4 (67.5 MB)
• 026 ASSIGNMENT 1 Matrices and Linear Equations.html (1.1 KB)
• 026 ASSIGNMENT-1-Matrices-and-Linear-Equations-SOLUTION.pdf (445.3 KB)
• 026 ASSIGNMENT-1-Matrices-and-Linear-Equations.pdf (440.4 KB)
• external-assets-links.txt (0.1 KB)

• 027 Matrix Algebra - Addition and Subtraction.mp4 (13.5 MB)
• 028 Matrix Algebra - Scalar Multiplication.mp4 (4.6 MB)
• 029 Matrix Algebra - Matrix Multiplication.mp4 (33.4 MB)
• 030 Transpose of a Matrix.mp4 (18.1 MB)
• 031 ASSIGNMENT 2 Matrix Algebra Operations.html (1.1 KB)
• 031 ASSIGNMENT-2-Matrix-Algebra-Operations-SOLUTION.pdf (365.7 KB)
• 031 ASSIGNMENT-2-Matrix-Algebra-Operations.pdf (361.4 KB)

• 032 Determinant of a 2x2 Matrix.mp4 (29.7 MB)
• 033 Determinant of a 3x3 Matrix.mp4 (69.0 MB)
• 034 Finding Determinants Quickly.mp4 (8.0 MB)
• 035 ASSIGNMENT 3 Computing Determinants.html (1.1 KB)
• 035 ASSIGNMENT-3-Determinants-SOLUTION.pdf (68.0 KB)
• 035 ASSIGNMENT-3-Determinants.pdf (440.2 KB)

• 036 Inverse exists only for Square Matrices.mp4 (15.7 MB)
• 037 Singular Matrices.mp4 (15.5 MB)
• 038 Importance of Inverse in solving Linear Systems.mp4 (32.1 MB)
• 039 Inverse of a 2x2 Matrix.html (1.0 KB)
• 040 Inverse of a 3x3 Matrix - The Two Methods.mp4 (13.7 MB)
• 041 Inverse of a 3x3 Matrix - The Co-factor Method.mp4 (65.9 MB)
• 042 Inverse of a 3x3 Matrix - Gauss-Jordan Elimination Method.mp4.part (69.5 MB)

• 075 ASSIGNMENT 4 Vector Spaces Subspaces and Null Spaces.html (1.2 KB)

• 093 ASSIGNMENT 5 Span Linear Independence and Basis.html (1.2 KB)

• 117 COORDINATE GEOMETRY STRAIGHT LINES.html (0.9 KB)
• 146 Udemy Supplement LA.html (0.9 KB)
• 147 FUNCTIONS GRAPHS TRANSFORMATIONS.html (0.9 KB)

• 210 BONUS Lecture Get Any of Kashifs Courses for Up to 95 Off.html (2.9 KB)

• Readme.txt (0.9 KB)
• [GigaCourse.com].url (0.0 KB)