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[Chinese-English Subtitles] Massachusetts Institute of Technology - MIT - Linear Algebra_Chinese-English Version, Beautiful Top Student Teaching Assistant: Chen Linan (I dare say this is the most detailed tutorial, bar none)

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2024-05-16 16:59:00
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[Taught by MIT Goddess] Linear Algebra Exercises/Complete/Easter Egg Version (MIT's Most Beautiful TA Chen Linan, beautiful handwriting and even more beautiful person!) Wishing you great success at Bilibili University!
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Video playlist
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1. Geometric Representation of Linear Algebra
15:23
2. The Mathematical Life of a Beauty and Academic Genius
06:42
3. Subspaces in Three-Dimensional Space
13:08
4. Determinant
12:10
5. Determinants and Volume
11:34
6. Differential Equations Exponential Matrix
14:52
7. Solving Example Problems for the Second Exam
18:37
8. Geometry in Linear Algebra
16:42
9. Overview of Core Ideas
07:49
10. Matrix Elimination Method
10:23
11. Inverse Matrix
08:30
12. LU Decomposition
09:40
13. Subspaces in Three-Dimensional Space
14:51
14. Vector Subspaces
08:51
15. Solve Ax=0
10:09
16. Solve Ax=b
09:09
17. Basis and dimension of vector spaces
08:16
18. Calculation of the Four Fundamental Subspaces
10:50
19. Matrix Space
09:01
20. Quiz Question Explanation 1
14:58
21. Images and Networks
12:36
22. Orthogonal Vectors and Subspaces
10:26
23. Projection onto subspaces
09:56
24. Least squares approximation
08:10
25. Gram-Schmidt Orthogonalization
10:06
26. Properties of determinants
10:01
27. Determinants
12:54
28. Determinants and Volume
13:55
29. Eigenvalues and eigenvectors
09:28
30. Matrix Powers
09:13
31. Differential Equations and exp
18:47
32. Markov matrices
11:54
33. Quiz Question Explanation 2
17:58
34. Symmetric and Positive Definite Matrices
12:45
35. Complex Matrices
13:07
36. Positive Definite Matrices and Minima
12:56
37. Similar matrices
08:19
38. Operations of Singular Value Decomposition
11:42
39. Linear Transformations
10:52
40. Basis Transformation
12:31
41. Generalized Inverse
14:45
42. Quiz Question Explanation 3
12:55
43. Final Exam Question Explanation
12:23
1. Python Introduction
07:08
2. Python + PyCharm Installation
10:50
3. Basic Syntax
03:44
4. Definition of Variables
09:13
5. Common Python Data Types 1
22:23
6. Common Data Types 2
11:46
7. Formatting
12:00
8. Escape Characters + Comments
12:26
9. Input Statement
06:16
10. Arithmetic Operators 7 deprivative
12:06
11. Compound Assignment Operators
10:52
12. Comparison Operations
09:02
13. Logical Operators
14:23
14. List addition operations
13:38
15. List deletion operations
08:11
16. Other Methods of Lists
11:06
17. Tuple query methods
07:21
18. Sequence Indexing
12:27
19. Sequence slicing
09:40
20. Sequence Operators
10:18
21. String indexing + slicing
09:17
22. String split method
10:26
23. Other String Methods
08:19
24. Basic Set Operations
10:14
25. Common Set Methods
11:15
26. Common operations and methods in dictionaries
18:59
27. If-Single Branch Statement
11:40
28. Multi-branch Statements
12:06
29. Dual-branch statements
15:25
30_range function
11:42
31. Introduction to For Loops
07:12
32. For Loop Practical Exercise
15:18
33_for Loop Practice
11:54
34_while Loop
15:03
35_break control statement
09:28
36_continue Statement
07:20
37_Difference Between for and while Loops
04:19
38_Define function
12:09
39_Function parameter roles
11:06
40_Classification of Formal Parameters
11:21
41. Classification of Actual Parameters
12:28
42_Summary of Parameters
06:46
43_Return Value of Functions
15:51
44_Scope of Variables
09:54
45_Anonymous functions
08:09
46_Files
12:32
47_Read-Only Mode
08:02
48_Write Mode
05:40
49_Append mode
05:15
50_Read-write modes
15:01

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