[GigaCourse com] Udemy Complete Linear Algebra for Data Science & Machine Learning


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Torrent File Content (57 files)


[GigaCourse.com] Udemy - Complete Linear Algebra for Data Science & Machine Learning
    01 Welcome and Introduction
          001 Welcome and Introduction.mp4 -
49.07 MB

    02 Basics of Matrices
          002 Matrices and their Significance - 001.mp4 -
5.28 MB

          003 Matrix Notation - 002.mp4 -
5.66 MB

          004 Dimension (Order) of a Matrix - 003.mp4 -
11.23 MB

          005 Addressing Elements of a Matrix - 004.mp4 -
11.59 MB

          006 Solving Linear Systems in 2 Unknowns - 005.mp4 -
54.55 MB

          007 Solving Linear Systems in 3 Unknowns - 006.mp4 -
30.05 MB

    03 Basics of Matrices (Continued)
          008 IMPORTANT - This section is OPTIONAL.html -
1.34 KB

          009 Types of Matrices.mp4 -
26.56 MB

          010 Addition and Subtraction of Matrices.mp4 -
28.64 MB

          011 Multiplication of Scalars with Matrices.mp4 -
8.81 MB

          012 Multiplication of two Matrices.mp4 -
81.68 MB

          013 Inverse and Determinant of a 2x2 Matrix.mp4 -
19.57 MB

          014 The Formula Inverse (A) Adjoint (A) Determinant (A).mp4 -
17.21 MB

          015 EXAMPLE - Inverse of a 2x2 Matrix.mp4 -
10.1 MB

          016 Using Matrices to Solve Simultaneous Linear Equations.mp4 -
43.26 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 -
8.04 MB

          019 SUMMARY.mp4 -
54.46 MB

    04 Matrices and Systems of Linear Equations
          020 The Online Matrix Calculator A FREE Tool.mp4 -
84.1 MB

          021 Systems of Linear Equations.mp4 -
22.38 MB

          022 Systems of Linear Equations - Continued.mp4 -
10.86 MB

          023 Elementary Row Operations.mp4 -
163.21 MB

          024 Row Echelon Form (REF).mp4 -
179.19 MB

          025 Reduced Row Echelon Form (RREF).mp4 -
67.54 MB

          026 ASSIGNMENT 1 Matrices and Linear Equations.html -
1.15 KB

          026 ASSIGNMENT-1-Matrices-and-Linear-Equations-SOLUTION.pdf -
445.32 KB

          026 ASSIGNMENT-1-Matrices-and-Linear-Equations.pdf -
440.44 KB

          external-assets-links.txt -
81 bytes

    05 Matrix Algebra and Operations
          027 Matrix Algebra - Addition and Subtraction.mp4 -
13.49 MB

          028 Matrix Algebra - Scalar Multiplication.mp4 -
4.6 MB

          029 Matrix Algebra - Matrix Multiplication.mp4 -
33.41 MB

          030 Transpose of a Matrix.mp4 -
18.11 MB

          031 ASSIGNMENT 2 Matrix Algebra Operations.html -
1.14 KB

          031 ASSIGNMENT-2-Matrix-Algebra-Operations-SOLUTION.pdf -
365.71 KB

          031 ASSIGNMENT-2-Matrix-Algebra-Operations.pdf -
361.41 KB

    06 Determinant of a Matrix
          032 Determinant of a 2x2 Matrix.mp4 -
29.69 MB

          033 Determinant of a 3x3 Matrix.mp4 -
68.97 MB

          034 Finding Determinants Quickly.mp4 -
8 MB

          035 ASSIGNMENT 3 Computing Determinants.html -
1.14 KB

          035 ASSIGNMENT-3-Determinants-SOLUTION.pdf -
68.01 KB

          035 ASSIGNMENT-3-Determinants.pdf -
440.23 KB

    07 Inverse of a Matrix
          036 Inverse exists only for Square Matrices.mp4 -
15.7 MB

          037 Singular Matrices.mp4 -
15.45 MB

          038 Importance of Inverse in solving Linear Systems.mp4 -
32.06 MB

          039 Inverse of a 2x2 Matrix.html -
1.05 KB

          040 Inverse of a 3x3 Matrix - The Two Methods.mp4 -
13.68 MB

          041 Inverse of a 3x3 Matrix - The Co-factor Method.mp4 -
65.93 MB

          042 Inverse of a 3x3 Matrix - Gauss-Jordan Elimination Method.mp4.part -
69.45 MB

    11 Subspace and Nullspace
          075 ASSIGNMENT 4 Vector Spaces Subspaces and Null Spaces.html -
1.16 KB



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