| UD715/college-level-linear-algebra-theory-and-practice/01 Introduction To The Course/001 Welcome Introduction.mp4 |
22.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/01 Introduction To The Course/002 Prerequisites.html |
2 KB |
| UD715/college-level-linear-algebra-theory-and-practice/01 Introduction To The Course/003 Exams Written Scripts Code Files.html |
2 KB |
| UD715/college-level-linear-algebra-theory-and-practice/01 Introduction To The Course/003 Exams.zip |
5.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/01 Introduction To The Course/003 Resources-v2.rar |
33.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/02 Introduction To Matrices Linear Independence And Matrix Multiplication/004 Column Method For Matrix Vector Multiplication.mp4 |
35.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/02 Introduction To Matrices Linear Independence And Matrix Multiplication/005 Linear Combinations And Independence - 1.mp4 |
60.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/02 Introduction To Matrices Linear Independence And Matrix Multiplication/006 Linear Combinations And Independence - 2.mp4 |
37.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/02 Introduction To Matrices Linear Independence And Matrix Multiplication/007 The Planes Picture vs The Vectors Picture.mp4 |
123.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/02 Introduction To Matrices Linear Independence And Matrix Multiplication/008 Matrix Rank And Case Of Rectangular Matrices.mp4 |
55.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/02 Introduction To Matrices Linear Independence And Matrix Multiplication/009 Row By Matrix Multiplication.mp4 |
25.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/02 Introduction To Matrices Linear Independence And Matrix Multiplication/010 Matrix Matrix Multiplication - 1 - Dot Product Method.mp4 |
7.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/02 Introduction To Matrices Linear Independence And Matrix Multiplication/011 Matrix Matrix Multiplication - 2 - Column Method.mp4 |
13.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/02 Introduction To Matrices Linear Independence And Matrix Multiplication/012 Matrix Matrix Multiplication - 3 - Row Method.mp4 |
10.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/02 Introduction To Matrices Linear Independence And Matrix Multiplication/013 Matrix Matrix Multiplication - 4 - Outer Product.mp4 |
21 MB |
| UD715/college-level-linear-algebra-theory-and-practice/02 Introduction To Matrices Linear Independence And Matrix Multiplication/014 Matrix Matrix Multiplication - 5 - Block Multiplication.mp4 |
35.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/03 Introduction To Gaussian Elimination And Matrix Inverse/015 Introduction To Gaussian Elimination.mp4 |
62.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/03 Introduction To Gaussian Elimination And Matrix Inverse/016 Gaussian Elimination With Row Exchange.mp4 |
48 MB |
| UD715/college-level-linear-algebra-theory-and-practice/03 Introduction To Gaussian Elimination And Matrix Inverse/017 Elimination Using Matrices.mp4 |
39.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/03 Introduction To Gaussian Elimination And Matrix Inverse/018 Row And Column Exchange Using Matrices.mp4 |
28.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/03 Introduction To Gaussian Elimination And Matrix Inverse/019 Intuition Of Matrix Inverse.mp4 |
22 MB |
| UD715/college-level-linear-algebra-theory-and-practice/03 Introduction To Gaussian Elimination And Matrix Inverse/020 Python Example Matrix Inverse by Intuition.mp4 |
32.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/03 Introduction To Gaussian Elimination And Matrix Inverse/021 Gauss-Jordan Inverse with proof.mp4 |
13.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/03 Introduction To Gaussian Elimination And Matrix Inverse/022 Python Matlab Hand Example For Matrix Inverse.mp4 |
37.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/03 Introduction To Gaussian Elimination And Matrix Inverse/023 Notes Regarding Inverses Determinants And Pseudo-Inverses.mp4 |
35.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/04 Test Your Self - Exam 1/024 Test Your Self - Exam 1.html |
1 KB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/025 Introduction To Computer Graphics.mp4 |
40.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/026 The Computer Graphics Pipeline.mp4 |
63.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/027 Rotation By 90 Degrees Matrix in 2D.mp4 |
22 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/028 Rotation By Arbitrary Angle Matrix In 2D.mp4 |
41.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/029 Orthogonal Matrices And Their Inverses.mp4 |
15.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/030 Rotation About The X-Axis in 3D.mp4 |
13.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/031 The Scaling Matrix.mp4 |
10.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/032 The Homogeneous Coordinates And Translation Matrices.mp4 |
38.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/033 The Order Of Transformation Matters.mp4 |
81 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/034 Reflection Matrix Around The X-Axis.mp4 |
13.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/035 Reflection Around Arbitrary Line in 2D - Method I.mp4 |
64.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/036 Reflection Around Arbitrary Line In 2D - Method II.mp4 |
40.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/037 Rotation About Arbitrary Axis in 3D - Method I.mp4 |
65.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/038 Rotation About Arbitrary Axis In 3D - Method II.mp4 |
69 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/039 Reflection Around Arbitrary Plane In 3D.mp4 |
41.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/040 Rotations Improper Rotations.mp4 |
61.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/041 Notes About The Following Three Videos.html |
1 KB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/042 Mathematics Of The Camera - I.mp4 |
48.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/043 Mathematics Of The Camera - II.mp4 |
66.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/044 Mathematics Of The Camera - III.mp4 |
104.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/05 The Computer Graphics Section/045 Hierarchical Transformations And The Scene Graph.mp4 |
71.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/06 The Robotics Section/046 Robotics And Change Of Reference Frames - I.mp4 |
34.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/06 The Robotics Section/047 Robotics And Change Of Reference Frames II.mp4 |
37.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/06 The Robotics Section/048 Robotics And Change Of Reference Frames III.mp4 |
62.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/06 The Robotics Section/049 Matlab Robotics And Change Of Reference Frames IV - Numerical Example in 2D.mp4 |
59.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/06 The Robotics Section/050 Robotics And Change Of Reference Frames V - The 3D situation.mp4 |
49.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/06 The Robotics Section/051 Robotics And Change Of Reference Frames VI - The Camera Matrix Revisited.mp4 |
23.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/07 Test Your Self - Exam 2/052 Test Your Self - Exam 2.html |
1 KB |
| UD715/college-level-linear-algebra-theory-and-practice/08 Test Your Self - Exam 3/053 Test Your Self - Exam 3.html |
1 KB |
| UD715/college-level-linear-algebra-theory-and-practice/09 EigenValues EigenVectors ( I ) Introduction/054 Introduction To EigenValues And EigenVectors.mp4 |
4.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/09 EigenValues EigenVectors ( I ) Introduction/055 EigenVs Geomteric Definition.mp4 |
19.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/09 EigenValues EigenVectors ( I ) Introduction/056 EigenVs - Intuitive Examples I.mp4 |
25.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/09 EigenValues EigenVectors ( I ) Introduction/057 EigenVs Intuitive Examples II.mp4 |
19.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/09 EigenValues EigenVectors ( I ) Introduction/058 EigenVs Formal Calculation.mp4 |
18.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/09 EigenValues EigenVectors ( I ) Introduction/059 EigenVs Numerical Examples - I.mp4 |
37.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/09 EigenValues EigenVectors ( I ) Introduction/060 EigenVs Numerical Examples - II.mp4 |
29.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/09 EigenValues EigenVectors ( I ) Introduction/061 Repeated EigenValues And Dependent EigenVectors.mp4 |
16.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/09 EigenValues EigenVectors ( I ) Introduction/062 The Rotation Matrix And Complex EigenVectors.mp4 |
17.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/09 EigenValues EigenVectors ( I ) Introduction/063 Proof Different EigenValues have Independent EigenVectors.mp4 |
34.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/09 EigenValues EigenVectors ( I ) Introduction/064 Matrix Diagonalization Using Eigen Decomposition.mp4 |
28.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/09 EigenValues EigenVectors ( I ) Introduction/065 Complex EigenVs For Real Matrices Are Always Conjugate Pairs.mp4 |
23.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/09 EigenValues EigenVectors ( I ) Introduction/066 Matrix Powers Eigen Decomposition.mp4 |
15 MB |
| UD715/college-level-linear-algebra-theory-and-practice/09 EigenValues EigenVectors ( I ) Introduction/067 Determinant Is The Product Of EigenValues.mp4 |
23.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/10 EigenValues EigenVectors ( II ) Difference Equations/068 Difference Equations Eigen Decomposition.mp4 |
43.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/10 EigenValues EigenVectors ( II ) Difference Equations/069 Matlab Visualization Of Difference Equations Solved Example.mp4 |
43.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/10 EigenValues EigenVectors ( II ) Difference Equations/070 Transforming Recurrence Relations To Matrix Form.mp4 |
42.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/10 EigenValues EigenVectors ( II ) Difference Equations/071 The Case Of Complex EigenVs Difference Equations.mp4 |
62.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/10 EigenValues EigenVectors ( II ) Difference Equations/072 Matlab Visualization Of Complex EigenVs And Difference Equations.mp4 |
35.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/11 EigenValues EigenVectors ( III ) Differential Equations/073 Systems Of Differential Equations.mp4 |
10.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/11 EigenValues EigenVectors ( III ) Differential Equations/074 The Matrix Exponential And Its Diagonalization.mp4 |
34.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/11 EigenValues EigenVectors ( III ) Differential Equations/075 Free Response Of A System Of Differential Equations - I.mp4 |
27.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/11 EigenValues EigenVectors ( III ) Differential Equations/076 Free Response Of A System Of Differential Equations - II.mp4 |
59 MB |
| UD715/college-level-linear-algebra-theory-and-practice/11 EigenValues EigenVectors ( III ) Differential Equations/077 Free Response Of A System Of Differential Equations - III.mp4 |
15.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/11 EigenValues EigenVectors ( III ) Differential Equations/078 Free Response - Solved Example - I.mp4 |
27.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/11 EigenValues EigenVectors ( III ) Differential Equations/079 Free Response - Solved Example - II.mp4 |
76.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/11 EigenValues EigenVectors ( III ) Differential Equations/080 Matlab Visualization Of Free Response Of Systems Of Differential Equations.mp4 |
43.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/11 EigenValues EigenVectors ( III ) Differential Equations/081 Why Is It Called Free Response.mp4 |
24.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/11 EigenValues EigenVectors ( III ) Differential Equations/082 Forced Response Of Systems Of Differential Equations.mp4 |
25.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/11 EigenValues EigenVectors ( III ) Differential Equations/083 Forced Response - Solved Example.mp4 |
52.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/11 EigenValues EigenVectors ( III ) Differential Equations/084 Matab Visualization Of Forced Response Of Systems Of Differential Equations.mp4 |
12.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/11 EigenValues EigenVectors ( III ) Differential Equations/085 Transforming Higher Order ODEs To Systems Of First Order ODEs.mp4 |
27.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/12 Test Your Self - Exam 4/086 Test Your Self - Exam 4.html |
1 KB |
| UD715/college-level-linear-algebra-theory-and-practice/13 Matrix Inverse Using Cofactors The Cayley Hamilton Theorem/087 The Cofactors Matrix And Adjoint Matrix.mp4 |
33.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/13 Matrix Inverse Using Cofactors The Cayley Hamilton Theorem/088 Proof Matrix Inverse And Adjoint Matrix.mp4 |
45.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/13 Matrix Inverse Using Cofactors The Cayley Hamilton Theorem/089 The Cayley Hamilton Theorem - I.mp4 |
28 MB |
| UD715/college-level-linear-algebra-theory-and-practice/13 Matrix Inverse Using Cofactors The Cayley Hamilton Theorem/090 The Cayley Hamilton Theorem - II.mp4 |
66.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/13 Matrix Inverse Using Cofactors The Cayley Hamilton Theorem/091 The Cayley Hamilton Theorem - III.mp4 |
40.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/13 Matrix Inverse Using Cofactors The Cayley Hamilton Theorem/092 The Cayley Hamilton Theorem IV.mp4 |
77.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/13 Matrix Inverse Using Cofactors The Cayley Hamilton Theorem/093 Matrix Exponential As A Finite Series.mp4 |
53.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/14 Back To Systems Of Linear Equations - The Matrix Rank/094 Matrix Rank And Reduced Row Echelon Form - I.mp4 |
12.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/14 Back To Systems Of Linear Equations - The Matrix Rank/095 Matrix Rank And Reduced Row Echelon Form - II.mp4 |
20.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/14 Back To Systems Of Linear Equations - The Matrix Rank/096 Matrix Rank And Reduced Row Echelon Form III.mp4 |
81.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/14 Back To Systems Of Linear Equations - The Matrix Rank/097 Matrix Rank And Reduced Row Echelon Form IV.mp4 |
45.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/14 Back To Systems Of Linear Equations - The Matrix Rank/098 Why Col Rank Equals Row Rank - I.mp4 |
25.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/14 Back To Systems Of Linear Equations - The Matrix Rank/099 Why Col Rank Equals Row Rank - II.mp4 |
51.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/14 Back To Systems Of Linear Equations - The Matrix Rank/100 Why Col Rank Equals Row Rank - III.mp4 |
47.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/15 The Four Sub-spaces Of A Matrix/101 The Column Space And The Row Space.mp4 |
34.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/15 The Four Sub-spaces Of A Matrix/102 Basis Of Column Space And Row Space.mp4 |
54.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/15 The Four Sub-spaces Of A Matrix/103 A More Simplified Basis For The Column Space.mp4 |
33.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/15 The Four Sub-spaces Of A Matrix/104 Gram-Shmidt Orhogonalization And Orthogonal Basis.mp4 |
59.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/15 The Four Sub-spaces Of A Matrix/105 Gram-Shmidt Orthogonalization Solved Example.mp4 |
40.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/15 The Four Sub-spaces Of A Matrix/106 The Null Space What And Why.mp4 |
55.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/15 The Four Sub-spaces Of A Matrix/107 Getting The Null Space - I.mp4 |
67.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/15 The Four Sub-spaces Of A Matrix/108 Getting The Null Space - II.mp4 |
92.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/15 The Four Sub-spaces Of A Matrix/109 The Complete Solution To Axb For The Case of Infinite Number Of Solutions.mp4 |
83.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/15 The Four Sub-spaces Of A Matrix/110 When Doesnt A Solution Exist.mp4 |
39.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/15 The Four Sub-spaces Of A Matrix/111 The Left Null Space Of A Matrix.mp4 |
43.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/15 The Four Sub-spaces Of A Matrix/112 The Relation Between The Four Sub-Spaces.mp4 |
41.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/16 Solving The Unsolvable Linear Regression Projection Matrix Normal Equation/113 The Projection Matrix Normal Equation.mp4 |
43 MB |
| UD715/college-level-linear-algebra-theory-and-practice/16 Solving The Unsolvable Linear Regression Projection Matrix Normal Equation/114 The NullSpace Of ATA And The Uniqueness Of The Approximate Solution.mp4 |
17.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/16 Solving The Unsolvable Linear Regression Projection Matrix Normal Equation/115 The Case Of Infinite Number Of Approximate Solutions.mp4 |
21.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/16 Solving The Unsolvable Linear Regression Projection Matrix Normal Equation/116 The Projection Matrix.mp4 |
78.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/16 Solving The Unsolvable Linear Regression Projection Matrix Normal Equation/117 Linear Regression And Normal Equation.mp4 |
21.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/16 Solving The Unsolvable Linear Regression Projection Matrix Normal Equation/118 Linear Regression Solved Example.mp4 |
39.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/16 Solving The Unsolvable Linear Regression Projection Matrix Normal Equation/119 Least Squares Error And The Normal Equation - Solved Example.mp4 |
42.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/16 Solving The Unsolvable Linear Regression Projection Matrix Normal Equation/120 Proof Relation Between Least Squares Error And Normal Equation - I.mp4 |
37.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/16 Solving The Unsolvable Linear Regression Projection Matrix Normal Equation/121 Proof Relation Between Least Squares Error And Normal Equation - II.mp4 |
71.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/17 Test Your Self - Exam 5/122 Test Your Self - Exam 5.html |
1 KB |
| UD715/college-level-linear-algebra-theory-and-practice/18 A Section On Symmetric Matrices/123 The Eigen Decomposition Of Symmetric Matrices.mp4 |
20.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/18 A Section On Symmetric Matrices/124 The Norm Of A Complex Vector.mp4 |
43.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/18 A Section On Symmetric Matrices/125 Proof Symmetric Matrices Have Real EigenValues.mp4 |
19.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/18 A Section On Symmetric Matrices/126 Proof Symmetric Matrices With Distinct EigenValues Have Orthogonal EigenVectors.mp4 |
31.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/18 A Section On Symmetric Matrices/127 Proof Symmetric Matrices Have Orthogonal EigenVectors - The Spectral Theorem.mp4 |
40.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/18 A Section On Symmetric Matrices/128 Proof Shcur Triangulation Theorem.mp4 |
119.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/18 A Section On Symmetric Matrices/129 Space Elongation Direction Eigen Decomposition Of Symmetric Matrices.mp4 |
72.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/18 A Section On Symmetric Matrices/130 Python Visualization Of Data Maximum Spread Direction.mp4 |
59.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/18 A Section On Symmetric Matrices/131 More Geometric Intuition About Eigen Decomposition Of Symmetric Matrices.mp4 |
51.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/19 A Section On Machine Learning And DataScience/132 Intro To DataScience And Machine Learning.mp4 |
5.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/19 A Section On Machine Learning And DataScience/133 Types Of Machine Learning.mp4 |
70.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/19 A Section On Machine Learning And DataScience/134 The Distance Similarity.mp4 |
27.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/19 A Section On Machine Learning And DataScience/135 Intuition Of Data Whitening.mp4 |
53.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/19 A Section On Machine Learning And DataScience/136 Mean Variance And Standard Deviation.mp4 |
37 MB |
| UD715/college-level-linear-algebra-theory-and-practice/19 A Section On Machine Learning And DataScience/137 Covariance - Intuition And Equation.mp4 |
63.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/19 A Section On Machine Learning And DataScience/138 The Covariance Matrix.mp4 |
102.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/19 A Section On Machine Learning And DataScience/139 The Covariance Matrix - Numerical Example.mp4 |
41 MB |
| UD715/college-level-linear-algebra-theory-and-practice/19 A Section On Machine Learning And DataScience/140 Mahalanobis Distance - The Simple Case.mp4 |
54.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/19 A Section On Machine Learning And DataScience/141 Condition For Data Whitening Transformation Matrices.mp4 |
37.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/19 A Section On Machine Learning And DataScience/142 The Mahalanobis Distance Derivation - The General Case.mp4 |
18.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/20 Appendix A - The Lagrange Multipliers/143 About This Section.html |
1 KB |
| UD715/college-level-linear-algebra-theory-and-practice/20 Appendix A - The Lagrange Multipliers/144 The Gradient Vector Is Perpendicular To The Surface.mp4 |
51.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/20 Appendix A - The Lagrange Multipliers/145 Gradient Vector In Higher Dimensions.mp4 |
30.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/20 Appendix A - The Lagrange Multipliers/146 Contour Lines.mp4 |
25.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/20 Appendix A - The Lagrange Multipliers/147 The Gradient Vector And Contour Lines.mp4 |
31.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/20 Appendix A - The Lagrange Multipliers/148 The Gradient Descent Algorithm.mp4 |
50.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/20 Appendix A - The Lagrange Multipliers/149 Introduction To Lagrange Multipliers - I.mp4 |
47.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/20 Appendix A - The Lagrange Multipliers/150 Matlab Introduction To Lagrange Multipliers - II.mp4 |
69.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/20 Appendix A - The Lagrange Multipliers/151 Lagrange Multipliers - Solved Example.mp4 |
66.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/20 Appendix A - The Lagrange Multipliers/152 Lagrange Multipliers General Case Proof Case With Multiple Constraints.mp4 |
85.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/21 The Principal Component Analysis (PCA)/153 Introduction To The PCA.mp4 |
100.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/21 The Principal Component Analysis (PCA)/154 PCA Derivation - I.mp4 |
36.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/21 The Principal Component Analysis (PCA)/155 PCA Derivation - II.mp4 |
33.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/21 The Principal Component Analysis (PCA)/156 PCA Derivation - III.mp4 |
18.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/21 The Principal Component Analysis (PCA)/157 PCA Derivation IV - EigenVectors Of Covariance Matrix Are Principal Directions.mp4 |
24.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/21 The Principal Component Analysis (PCA)/158 PCA Derivation V - EigenValues Of Covariance Matrix Are The Variances.mp4 |
13.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/21 The Principal Component Analysis (PCA)/159 PCA Derivation VI - The Second Principal Component.mp4 |
35.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/21 The Principal Component Analysis (PCA)/160 PCA Derivation VII - Proof For Second Third Principal Components.mp4 |
79.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/21 The Principal Component Analysis (PCA)/161 PCA - Covariance Between Principal Axis Is Zero.mp4 |
29 MB |
| UD715/college-level-linear-algebra-theory-and-practice/21 The Principal Component Analysis (PCA)/162 PCA Change Of Basis Matrix.mp4 |
33.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/21 The Principal Component Analysis (PCA)/163 PCA Dimensionality Reduction Matrix.mp4 |
26.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/21 The Principal Component Analysis (PCA)/164 PCA Data Whitening Matrix.mp4 |
26.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/21 The Principal Component Analysis (PCA)/165 Python Visualization PCA Dimensionality Reduction Whitening.mp4 |
44.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/22 Test Your Self - Exam 6/166 Test Your Self - Exam 6.html |
1 KB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/167 The Singular Value Decomposition - Introduction.mp4 |
5.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/168 SVD - The Geometric Picture - I.mp4 |
31.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/169 SVD - The Geomteric Picture - II.mp4 |
34.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/170 SVD - The Geomteric Picture - III.mp4 |
35.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/171 SVD - The Diagonalization Picture.mp4 |
24 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/172 SVD - The Four Spaces Picture.mp4 |
46.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/173 SVD - Revisiting The Geometric Picture.mp4 |
52.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/174 SVD - Geometric Intuition of SVD Of Singular Matrices - 2D example.mp4 |
50.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/175 SVD - Generalization For Square Matrices With Rank r.mp4 |
17.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/176 SVD - Generalization To Rectangular Matrices.mp4 |
47.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/177 SVD - The Calculation.mp4 |
43.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/178 SVD - The NonZero EigenValues Of ATA AAT.mp4 |
44.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/179 Matlab And Pen SVD Numerical Example - Square Matrix.mp4 |
69.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/180 Matlab And Pen SVD Numerical Example - Rectangular Matrix - I.mp4 |
67.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/181 Matlab And pen SVD Numerical Example - Rectangular Matrix - II.mp4 |
74.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/182 SVD For Data Compression.mp4 |
75.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/183 Matlab SVD Image Compression.mp4 |
47.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/184 Matlab SVD And Pattern Extraction - I.mp4 |
59.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/185 Matlab SVD And Pattern Extraction - II.mp4 |
31.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/23 The Singular Value Decomposition (SVD)/186 The Relation Between The SVD And The PCA.mp4 |
28.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/24 The Pseudo Inverse Of A Matrix/187 Pseudo Inverse Introduction And Intuition - I.mp4 |
25.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/24 The Pseudo Inverse Of A Matrix/188 Pseudo Inverse Introduction And Intuition II.mp4 |
37.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/24 The Pseudo Inverse Of A Matrix/189 Pseudo Inverse Introduction And Intuition III.mp4 |
35.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/24 The Pseudo Inverse Of A Matrix/190 The Pseudo Inverse Derivation - I.mp4 |
29.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/24 The Pseudo Inverse Of A Matrix/191 The Pseudo Inverse Derivation - II.mp4 |
80 MB |
| UD715/college-level-linear-algebra-theory-and-practice/24 The Pseudo Inverse Of A Matrix/192 More Intuition about A A_plus A_plus A.mp4 |
72.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/24 The Pseudo Inverse Of A Matrix/193 Another Derivation Of The Pseudo Inverse.mp4 |
15.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/24 The Pseudo Inverse Of A Matrix/194 The Left Right Inverses Of A Matrix.mp4 |
43.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/24 The Pseudo Inverse Of A Matrix/195 The Pseudo Inverse And Infinite Number Of Least Squares Error Solutions.mp4 |
53.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/25 Test Your Self - Exam 7/196 Test Your Self - Exam 7.html |
1 KB |
| UD715/college-level-linear-algebra-theory-and-practice/26 The LU Decomposition/197 Introduction To LU Decomposition Of A Matrix.mp4 |
6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/26 The LU Decomposition/198 More Insights Into The L Matrix - I.mp4 |
60.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/26 The LU Decomposition/199 More Insights Into The L Matrix - II.mp4 |
39.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/26 The LU Decomposition/200 LDU LDL_T Decompositions.mp4 |
32.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/26 The LU Decomposition/201 LUP Decomposition The Principal Minors.mp4 |
21.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/26 The LU Decomposition/202 LU Decomposition In Practice.mp4 |
25.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/27 A Video On Positive Definite Matrices - Will Come Back In A Subsequent Section/203 Introduction To Positive Definite Matrices.mp4 |
31.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/28 Appendix B The Taylor Expansion/204 Taylor Expansion In 1D.mp4 |
78 MB |
| UD715/college-level-linear-algebra-theory-and-practice/28 Appendix B The Taylor Expansion/205 The Directional Derivative.mp4 |
66.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/28 Appendix B The Taylor Expansion/206 Taylor Expansion In Higher Dimensions.mp4 |
58.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/28 Appendix B The Taylor Expansion/207 Second Order Taylor Expansion And The Hessian Matrix.mp4 |
35.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/28 Appendix B The Taylor Expansion/208 Min Max Tests In One Dimension.mp4 |
12.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/28 Appendix B The Taylor Expansion/209 Min Max Tests In Higher Dimensions The Hessian Matrix.mp4 |
41.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/29 Back To Positive Definite Matrices/210 Why Care About Properties Of Positive Definite Matrices.mp4 |
17.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/29 Back To Positive Definite Matrices/211 Positive Definiteness Means Positive EigenValues And Vice-Versa.mp4 |
26.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/29 Back To Positive Definite Matrices/212 Important Notes About The Hessian Matrix And Its EigenVectors.mp4 |
86.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/29 Back To Positive Definite Matrices/213 Positive Definite Matrices Always Have LDL_T Decomposition.mp4 |
37.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/29 Back To Positive Definite Matrices/214 Positive Definite Matrices Always Have Positive Pivots.mp4 |
54.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/29 Back To Positive Definite Matrices/215 Introduction To Quadratic Forms.mp4 |
29.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/29 Back To Positive Definite Matrices/216 Quadratic Forms And Symmetric Matrices.mp4 |
13.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/29 Back To Positive Definite Matrices/217 Positive Definite Matrices And Ellipsoids - I.mp4 |
38.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/29 Back To Positive Definite Matrices/218 Positive Definite Matrices And Ellipsoids - II.mp4 |
22.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/29 Back To Positive Definite Matrices/219 Positive Definite Matrices And Ellipsoids - III.mp4 |
50.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/29 Back To Positive Definite Matrices/220 Positive Definite Matrices And Ellipsoids - VI.mp4 |
83.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/29 Back To Positive Definite Matrices/221 Shifting The Center Of The Ellipse.mp4 |
72.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/29 Back To Positive Definite Matrices/222 Relation Between Completing The Squares And Matrix Pivots.mp4 |
52.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/29 Back To Positive Definite Matrices/223 Choleskly Decomposition And Positive Definite Matrices.mp4 |
14.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/29 Back To Positive Definite Matrices/224 Covariance Matrix And ATA Are Always Positive SemiDefinite.mp4 |
24.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/225 Introduction To Determinants.mp4 |
8.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/226 Intuition Of Determinants.mp4 |
18.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/227 The Three Primary Properties That Define The Determinant.mp4 |
71.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/228 Determinant Using Gaussian Elimination - Solved Example.mp4 |
19.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/229 Sign Of The Determinant Intuition And Effect Of Exchanging Rows.mp4 |
59.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/230 Determinant Of Singular Matrices Is Zero.mp4 |
24.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/231 Determinant Of Diagonal And Triangular Matrices.mp4 |
25 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/232 The Linear Property Of Determinants.mp4 |
12.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/233 Determinant Of (AB) - Geometeric Picture Proof.mp4 |
26.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/234 Singularity Of (AB) When Either A Or B Is Singular.mp4 |
37.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/235 Det(AB) Det(A) Det(B) Formal Proof.mp4 |
54.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/236 Proof Inverse Of A Permutation Matrix Is Its Transpose.mp4 |
28.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/237 Proof Det (A_T) Det(A).mp4 |
44.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/238 Geometric Intuition Of Determinant As Product Of EigenValues.mp4 |
29.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/239 Determinant Of Orthogonal Matrices.mp4 |
7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/240 Determinant Of Matrix Inverse.mp4 |
4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/241 The Cofactor (Laplace Expansion) Statement.mp4 |
70 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/242 The Cofactor Expansion - Solved Example.mp4 |
18.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/243 The Cofactor Expansion Proof - I.mp4 |
33.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/244 The Cofactor Expansion Proof - II.mp4 |
66.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/245 The Cofactors Expansion Proof - III.mp4 |
83.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/246 The Cofactors Expansion Proof - VI.mp4 |
80.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/30 Determinants/247 Cramers Rule For solving Systems Of Linear Equations.mp4 |
78 MB |
| UD715/college-level-linear-algebra-theory-and-practice/31 Matrix Calculus - I The Basics/248 Introduction To Matrix Calculus.mp4 |
20.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/31 Matrix Calculus - I The Basics/249 Differentiation Of A Vector WRT A Scalar.mp4 |
12 MB |
| UD715/college-level-linear-algebra-theory-and-practice/31 Matrix Calculus - I The Basics/250 Differentiation Of A Scalar WRT A Vector.mp4 |
35.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/31 Matrix Calculus - I The Basics/251 The Jacobian And Differentiation Of A Vector WRT A Vector.mp4 |
33.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/31 Matrix Calculus - I The Basics/252 Differentiation Of A Matrix WRT A Scalar.mp4 |
10.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/31 Matrix Calculus - I The Basics/253 Differentiation Of A Scalar WRT A Matrix.mp4 |
51 MB |
| UD715/college-level-linear-algebra-theory-and-practice/31 Matrix Calculus - I The Basics/254 Differentiation Of A Vector WRT A Matrix.mp4 |
30.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/31 Matrix Calculus - I The Basics/255 Derivative Of A Matrix WRT A Matrix.mp4 |
22.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/31 Matrix Calculus - I The Basics/256 The Chain Rule For Vector WRT Vector Differentiation.mp4 |
74.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/31 Matrix Calculus - I The Basics/257 Chain Rule Matrix Tensor Multiplication.mp4 |
68.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/32 Matrix Calculus II On The Relation Between The Jacobian And Double Integrals/258 About This Section.html |
1 KB |
| UD715/college-level-linear-algebra-theory-and-practice/32 Matrix Calculus II On The Relation Between The Jacobian And Double Integrals/259 Introduction.mp4 |
4.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/32 Matrix Calculus II On The Relation Between The Jacobian And Double Integrals/260 Quick Review On The Fundamental Theorem Of Calculus.mp4 |
23.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/32 Matrix Calculus II On The Relation Between The Jacobian And Double Integrals/261 Quick Review On Variable Substitution In 1D Integrals.mp4 |
25.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/32 Matrix Calculus II On The Relation Between The Jacobian And Double Integrals/262 Deeper Geometric Intuition Of Variable Substitution In 1D Integrals - I.mp4 |
47.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/32 Matrix Calculus II On The Relation Between The Jacobian And Double Integrals/263 Deeper Geometric Intuition Of Variable Substitution In 1D Integrals - II.mp4 |
40.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/32 Matrix Calculus II On The Relation Between The Jacobian And Double Integrals/264 Quick Review On Double Integrals.mp4 |
55.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/32 Matrix Calculus II On The Relation Between The Jacobian And Double Integrals/265 Another Way To Look At Double Integrals.mp4 |
48.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/32 Matrix Calculus II On The Relation Between The Jacobian And Double Integrals/266 Variable Substitution In Double Integrals - I.mp4 |
52.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/32 Matrix Calculus II On The Relation Between The Jacobian And Double Integrals/267 Variable Substitution In Double Integrals - II.mp4 |
34.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/32 Matrix Calculus II On The Relation Between The Jacobian And Double Integrals/268 Variable Substitution In Double Integrals - III.mp4 |
29.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/32 Matrix Calculus II On The Relation Between The Jacobian And Double Integrals/269 The Jacobian Determinant And Double Integrals.mp4 |
79 MB |
| UD715/college-level-linear-algebra-theory-and-practice/32 Matrix Calculus II On The Relation Between The Jacobian And Double Integrals/270 The Jacobian Determinant And Double Integrals Solved Example.mp4 |
57.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/271 Product Differentiation Rules For Matrices.mp4 |
14 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/272 Derivative Of Product Of Two Scalar Functions Of A Matrix.mp4 |
21 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/273 Derivative Of Product Of Two Matrix Functions Of A Scalar.mp4 |
56.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/274 Derivative Of Dot Product Of Two Vectors With Respect To A Third Vector.mp4 |
35.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/275 Derivative Of Ax with respect to x.mp4 |
22.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/276 Derivative Of Ax with respect to z.mp4 |
8.2 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/277 Derivative Of Quadratic Form yT A x with respect to y x.mp4 |
27.6 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/278 Derivative Of Quadratic Form xT A x with respect to x.mp4 |
14.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/279 The Linear Regression Equation Revisited.mp4 |
23.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/280 Derivative Of Matrix Inverse With Respect To A Scalar.mp4 |
9.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/281 Derivative Of Quadratic Form yT A x with respect to A.mp4 |
20.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/282 Derivative Of Matrix Determinant With Respect To A Scalar - I.mp4 |
42.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/283 Derivative Of Matrix Determinant With Respect To A Scalar - II.mp4 |
60.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/284 Derivative Of Matrix Determinant With Respect To The Matrix Itself.mp4 |
15.3 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/285 Quick Review On Maximum Likelihood Estimation.mp4 |
52.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/286 Maximum Likelihood Estimation Of Single Variable Gaussian Distribution.mp4 |
66.1 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/287 Maximum Likelihood Estimation Of Multi-Variate Gaussian Distribution - I.mp4 |
48.7 MB |
| UD715/college-level-linear-algebra-theory-and-practice/33 Matrix Calculus - III More On Matrix Calculus/288 Maximum Likelihood Estimation Of Multi-Variate Gaussian Distribution - II.mp4 |
40.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/34 Test Your Self - The Final Exam/289 Test Your Self - The Final Exam.html |
1 KB |
| UD715/college-level-linear-algebra-theory-and-practice/35 EXTRA - I Homogeneous Coordinates And The Projection Matrix Derivation/290 About This Section.html |
964 B |
| UD715/college-level-linear-algebra-theory-and-practice/35 EXTRA - I Homogeneous Coordinates And The Projection Matrix Derivation/291 An Overview Of Homogeneous Coordinates.mp4 |
51.8 MB |
| UD715/college-level-linear-algebra-theory-and-practice/35 EXTRA - I Homogeneous Coordinates And The Projection Matrix Derivation/292 The Intuition Of Perspective Projection.mp4 |
72.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/35 EXTRA - I Homogeneous Coordinates And The Projection Matrix Derivation/293 Derivation Of Perspective Projection Matrix - Part 1.mp4 |
87.9 MB |
| UD715/college-level-linear-algebra-theory-and-practice/35 EXTRA - I Homogeneous Coordinates And The Projection Matrix Derivation/294 Derivation Of Perspective Projection Matrix - Part 2.mp4 |
69.4 MB |
| UD715/college-level-linear-algebra-theory-and-practice/35 EXTRA - I Homogeneous Coordinates And The Projection Matrix Derivation/295 Perspective Projection Code In glMatrix Library [Javascript].mp4 |
38.5 MB |
| UD715/college-level-linear-algebra-theory-and-practice/36 BONUS SECTION - Discounted Coupons For My Other Courses/296 Bonus Lecture Discounted Coupons For My Other Courses.html |
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