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

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视频 2020-6-19 20:49 2024-12-28 10:22 315 1.32 GB 36
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文件列表
  1. 01 Welcome and Introduction/001 Welcome and Introduction.mp449.07MB
  2. 02 Basics of Matrices/002 Matrices and their Significance - 001.mp45.28MB
  3. 02 Basics of Matrices/003 Matrix Notation - 002.mp45.66MB
  4. 02 Basics of Matrices/004 Dimension (Order) of a Matrix - 003.mp411.23MB
  5. 02 Basics of Matrices/005 Addressing Elements of a Matrix - 004.mp411.59MB
  6. 02 Basics of Matrices/006 Solving Linear Systems in 2 Unknowns - 005.mp454.55MB
  7. 02 Basics of Matrices/007 Solving Linear Systems in 3 Unknowns - 006.mp430.05MB
  8. 03 Basics of Matrices (Continued)/009 Types of Matrices.mp426.56MB
  9. 03 Basics of Matrices (Continued)/010 Addition and Subtraction of Matrices.mp428.64MB
  10. 03 Basics of Matrices (Continued)/011 Multiplication of Scalars with Matrices.mp48.81MB
  11. 03 Basics of Matrices (Continued)/012 Multiplication of two Matrices.mp481.68MB
  12. 03 Basics of Matrices (Continued)/013 Inverse and Determinant of a 2x2 Matrix.mp419.57MB
  13. 03 Basics of Matrices (Continued)/014 The Formula Inverse (A) Adjoint (A) Determinant (A).mp417.21MB
  14. 03 Basics of Matrices (Continued)/015 EXAMPLE - Inverse of a 2x2 Matrix.mp410.1MB
  15. 03 Basics of Matrices (Continued)/016 Using Matrices to Solve Simultaneous Linear Equations.mp443.26MB
  16. 03 Basics of Matrices (Continued)/017 EXAMPLE - Using Matrices to Solve Simultaneous Linear Equations.mp438.1MB
  17. 03 Basics of Matrices (Continued)/018 CHALLENGE QUESTION - Using Matrices to Solve Simultaneous Linear Equations.mp48.04MB
  18. 03 Basics of Matrices (Continued)/019 SUMMARY.mp454.46MB
  19. 04 Matrices and Systems of Linear Equations/020 The Online Matrix Calculator A FREE Tool.mp484.1MB
  20. 04 Matrices and Systems of Linear Equations/021 Systems of Linear Equations.mp422.38MB
  21. 04 Matrices and Systems of Linear Equations/022 Systems of Linear Equations - Continued.mp410.86MB
  22. 04 Matrices and Systems of Linear Equations/023 Elementary Row Operations.mp4163.21MB
  23. 04 Matrices and Systems of Linear Equations/024 Row Echelon Form (REF).mp4179.19MB
  24. 04 Matrices and Systems of Linear Equations/025 Reduced Row Echelon Form (RREF).mp467.54MB
  25. 05 Matrix Algebra and Operations/027 Matrix Algebra - Addition and Subtraction.mp413.49MB
  26. 05 Matrix Algebra and Operations/028 Matrix Algebra - Scalar Multiplication.mp44.6MB
  27. 05 Matrix Algebra and Operations/029 Matrix Algebra - Matrix Multiplication.mp433.41MB
  28. 05 Matrix Algebra and Operations/030 Transpose of a Matrix.mp418.11MB
  29. 06 Determinant of a Matrix/032 Determinant of a 2x2 Matrix.mp429.69MB
  30. 06 Determinant of a Matrix/033 Determinant of a 3x3 Matrix.mp468.97MB
  31. 06 Determinant of a Matrix/034 Finding Determinants Quickly.mp48MB
  32. 07 Inverse of a Matrix/036 Inverse exists only for Square Matrices.mp415.7MB
  33. 07 Inverse of a Matrix/037 Singular Matrices.mp415.45MB
  34. 07 Inverse of a Matrix/038 Importance of Inverse in solving Linear Systems.mp432.06MB
  35. 07 Inverse of a Matrix/040 Inverse of a 3x3 Matrix - The Two Methods.mp413.68MB
  36. 07 Inverse of a Matrix/041 Inverse of a 3x3 Matrix - The Co-factor Method.mp465.93MB
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