GigaCourse com Udemy Complete Linear Algebra for Data Science Machine Learning

GigaCourse com Udemy Complete Linear Algebra for Data Science Machine Learning

Name	[GigaCourse.com] Udemy - Complete Linear Algebra for Data Science & Machine Learning	DOWNLOAD Copy Link
Total Size	1.5 GB
Total Files	57
Last Seen	2024-11-04 23:38
Hash	DE23F197CC6B36DDF03A38AB74B642A691B59AC8

/01 Welcome and Introduction/
001 Welcome and Introduction.mp4	51.5 MB
/02 Basics of Matrices/
002 Matrices and their Significance - 001.mp4	5.5 MB
003 Matrix Notation - 002.mp4	5.9 MB
004 Dimension (Order) of a Matrix - 003.mp4	11.8 MB
005 Addressing Elements of a Matrix - 004.mp4	12.2 MB
006 Solving Linear Systems in 2 Unknowns - 005.mp4	57.2 MB
007 Solving Linear Systems in 3 Unknowns - 006.mp4	31.5 MB
/03 Basics of Matrices (Continued)/
008 IMPORTANT - This section is OPTIONAL.html	1.4 KB
009 Types of Matrices.mp4	27.8 MB
010 Addition and Subtraction of Matrices.mp4	30.0 MB
011 Multiplication of Scalars with Matrices.mp4	9.2 MB
012 Multiplication of two Matrices.mp4	85.6 MB
013 Inverse and Determinant of a 2x2 Matrix.mp4	20.5 MB
014 The Formula Inverse (A) Adjoint (A) Determinant (A).mp4	18.0 MB
015 EXAMPLE - Inverse of a 2x2 Matrix.mp4	10.6 MB
016 Using Matrices to Solve Simultaneous Linear Equations.mp4	45.4 MB
017 EXAMPLE - Using Matrices to Solve Simultaneous Linear Equations.mp4	39.9 MB
018 CHALLENGE QUESTION - Using Matrices to Solve Simultaneous Linear Equations.mp4	8.4 MB
019 SUMMARY.mp4	57.1 MB
/04 Matrices and Systems of Linear Equations/
020 The Online Matrix Calculator A FREE Tool.mp4	88.2 MB
021 Systems of Linear Equations.mp4	23.5 MB
022 Systems of Linear Equations - Continued.mp4	11.4 MB
023 Elementary Row Operations.mp4	171.1 MB
024 Row Echelon Form (REF).mp4	187.9 MB
025 Reduced Row Echelon Form (RREF).mp4	70.8 MB
026 ASSIGNMENT 1 Matrices and Linear Equations.html	1.2 KB
026 ASSIGNMENT-1-Matrices-and-Linear-Equations-SOLUTION.pdf	456.0 KB
026 ASSIGNMENT-1-Matrices-and-Linear-Equations.pdf	451.0 KB
external-assets-links.txt	0.1 KB
/05 Matrix Algebra and Operations/
027 Matrix Algebra - Addition and Subtraction.mp4	14.1 MB
028 Matrix Algebra - Scalar Multiplication.mp4	4.8 MB
029 Matrix Algebra - Matrix Multiplication.mp4	35.0 MB
030 Transpose of a Matrix.mp4	19.0 MB
031 ASSIGNMENT 2 Matrix Algebra Operations.html	1.2 KB
031 ASSIGNMENT-2-Matrix-Algebra-Operations-SOLUTION.pdf	374.5 KB
031 ASSIGNMENT-2-Matrix-Algebra-Operations.pdf	370.1 KB
/06 Determinant of a Matrix/
032 Determinant of a 2x2 Matrix.mp4	31.1 MB
033 Determinant of a 3x3 Matrix.mp4	72.3 MB
034 Finding Determinants Quickly.mp4	8.4 MB
035 ASSIGNMENT 3 Computing Determinants.html	1.2 KB
035 ASSIGNMENT-3-Determinants-SOLUTION.pdf	69.6 KB
035 ASSIGNMENT-3-Determinants.pdf	450.8 KB
/07 Inverse of a Matrix/
036 Inverse exists only for Square Matrices.mp4	16.5 MB
037 Singular Matrices.mp4	16.2 MB
038 Importance of Inverse in solving Linear Systems.mp4	33.6 MB
039 Inverse of a 2x2 Matrix.html	1.1 KB
040 Inverse of a 3x3 Matrix - The Two Methods.mp4	14.3 MB
041 Inverse of a 3x3 Matrix - The Co-factor Method.mp4	69.1 MB
042 Inverse of a 3x3 Matrix - Gauss-Jordan Elimination Method.mp4.part	72.8 MB
/11 Subspace and Nullspace/
075 ASSIGNMENT 4 Vector Spaces Subspaces and Null Spaces.html	1.2 KB
/14 Basis and Dimension/
093 ASSIGNMENT 5 Span Linear Independence and Basis.html	1.2 KB
/16 Basic Algebra Concepts (Additional Lessons)/
117 COORDINATE GEOMETRY STRAIGHT LINES.html	1.0 KB
146 Udemy Supplement LA.html	0.9 KB
147 FUNCTIONS GRAPHS TRANSFORMATIONS.html	1.0 KB
/17 Congratulations and Bonus Material/
210 BONUS Lecture Get Any of Kashifs Courses for Up to 95 Off.html	2.9 KB
/
Readme.txt	1.0 KB
[GigaCourse.com].url	0.0 KB
Total files 57