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[] Udemy - Mathematical Foundations of Machine Learning

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  • 文件大小:7GB
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  • 最近下载:2023-08-24 09:43:45
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文件列表

  1. 4 - Eigenvectors and Eigenvalues/34 - Eigenvectors and Eigenvalues.mp4 382MB
  2. 8 - Automatic Differentiation/76 - Machine Learning with Autodiff.mp4 368MB
  3. 9 - Partial Derivative Calculus/78 - What Partial Derivatives Are.mp4 312MB
  4. 9 - Partial Derivative Calculus/77 - Segment Intro.mp4 220MB
  5. 8 - Automatic Differentiation/75 - The Line Equation as a Tensor Graph.mp4 203MB
  6. 4 - Eigenvectors and Eigenvalues/33 - Affine Transformations.mp4 169MB
  7. 9 - Partial Derivative Calculus/89 - The Gradient of Mean Squared Error.mp4 166MB
  8. 1 - Data Structures for Linear Algebra/6 - Scalars.mp4 160MB
  9. 9 - Partial Derivative Calculus/86 - PointbyPoint Regression.mp4 155MB
  10. 5 - Matrix Operations for Machine Learning/45 - Regression with the Pseudoinverse.mp4 134MB
  11. 1 - Data Structures for Linear Algebra/2 - What Linear Algebra Is.mp4 133MB
  12. 3 - Matrix Properties/27 - Matrix Inversion.mp4 129MB
  13. 9 - Partial Derivative Calculus/88 - Descending the Gradient of Cost.mp4 124MB
  14. 4 - Eigenvectors and Eigenvalues/31 - Segment Intro.mp4 120MB
  15. 3 - Matrix Properties/24 - Matrix Multiplication.mp4 114MB
  16. 7 - Derivatives and Differentiation/59 - How Derivatives Arise from Limits.mp4 114MB
  17. 1 - Data Structures for Linear Algebra/8 - Norms and Unit Vectors.mp4 107MB
  18. 6 - Limits/55 - Calculating Limits.mp4 102MB
  19. 5 - Matrix Operations for Machine Learning/44 - The MoorePenrose Pseudoinverse.mp4 98MB
  20. 5 - Matrix Operations for Machine Learning/43 - Data Compression with SVD.mp4 97MB
  21. 3 - Matrix Properties/30 - Orthogonal Matrix Exercises.mp4 95MB
  22. 4 - Eigenvectors and Eigenvalues/38 - Determinants and Eigenvalues.mp4 89MB
  23. 9 - Partial Derivative Calculus/87 - The Gradient of Quadratic Cost.mp4 89MB
  24. 11 - Probability/106 - Probability Information Theory.mp4 88MB
  25. 4 - Eigenvectors and Eigenvalues/39 - Eigendecomposition.mp4 84MB
  26. 1 - Data Structures for Linear Algebra/10 - Matrix Tensors.mp4 82MB
  27. 1 - Data Structures for Linear Algebra/7 - Vectors and Vector Transposition.mp4 82MB
  28. 5 - Matrix Operations for Machine Learning/42 - Singular Value Decomposition.mp4 77MB
  29. 11 - Probability/109 - Events and Sample Spaces.mp4 76MB
  30. 4 - Eigenvectors and Eigenvalues/40 - Eigenvector and Eigenvalue Applications.mp4 76MB
  31. 6 - Limits/53 - Calculus of the Infinitesimals.mp4 75MB
  32. 7 - Derivatives and Differentiation/58 - The Delta Method.mp4 75MB
  33. 11 - Probability/111 - Combinatorics.mp4 72MB
  34. 9 - Partial Derivative Calculus/81 - Advanced Partial Derivatives.mp4 72MB
  35. 6 - Limits/54 - Calculus Applications.mp4 70MB
  36. 1 - Data Structures for Linear Algebra/3 - Plotting a System of Linear Equations.mp4 69MB
  37. 10 - Integral Calculus/105 - Congratulations.mp4 67MB
  38. 5 - Matrix Operations for Machine Learning/47 - Principal Component Analysis PCA.mp4 65MB
  39. 7 - Derivatives and Differentiation/69 - Advanced Exercises on Derivative Rules.mp4 64MB
  40. 11 - Probability/112 - Exercises on Event Probabilities.mp4 60MB
  41. 4 - Eigenvectors and Eigenvalues/36 - Determinants of Larger Matrices.mp4 54MB
  42. 6 - Limits/52 - The Method of Exhaustion.mp4 54MB
  43. 7 - Derivatives and Differentiation/65 - Exercises on Derivative Rules.mp4 53MB
  44. 6 - Limits/50 - Intro to Differential Calculus.mp4 52MB
  45. 11 - Probability/110 - Multiple Independent Observations.mp4 50MB
  46. 9 - Partial Derivative Calculus/80 - Calculating Partial Derivatives with Autodiff.mp4 50MB
  47. 2 - Tensor Operations/21 - Visualizing Linear Systems.mp4 50MB
  48. 9 - Partial Derivative Calculus/91 - HigherOrder Partial Derivatives.mp4 49MB
  49. 9 - Partial Derivative Calculus/79 - Partial Derivative Exercises.mp4 47MB
  50. 1 - Data Structures for Linear Algebra/11 - Generic Tensor Notation.mp4 46MB
  51. 4 - Eigenvectors and Eigenvalues/35 - Matrix Determinants.mp4 45MB
  52. 1 - Data Structures for Linear Algebra/4 - Linear Algebra Exercise.mp4 42MB
  53. 5 - Matrix Operations for Machine Learning/46 - The Trace Operator.mp4 39MB
  54. 9 - Partial Derivative Calculus/90 - Backpropagation.mp4 37MB
  55. 10 - Integral Calculus/97 - What Integral Calculus Is.mp4 37MB
  56. 7 - Derivatives and Differentiation/70 - The Power Rule on a Function Chain.mp4 34MB
  57. 5 - Matrix Operations for Machine Learning/48 - Resources for Further Study of Linear Algebra.mp4 32MB
  58. 4 - Eigenvectors and Eigenvalues/32 - Applying Matrices.mp4 32MB
  59. 6 - Limits/56 - Exercises on Limits.mp4 30MB
  60. 2 - Tensor Operations/15 - Basic Tensor Arithmetic incl the Hadamard Product.mp4 30MB
  61. 9 - Partial Derivative Calculus/84 - The Chain Rule for Partial Derivatives.mp4 30MB
  62. 10 - Integral Calculus/102 - Definite Integral Exercise.mp4 29MB
  63. 10 - Integral Calculus/96 - The ReceiverOperating Characteristic ROC Curve.mp4 28MB
  64. 7 - Derivatives and Differentiation/68 - The Chain Rule.mp4 28MB
  65. 4 - Eigenvectors and Eigenvalues/37 - Determinant Exercises.mp4 27MB
  66. 3 - Matrix Properties/23 - The Frobenius Norm.mp4 27MB
  67. 2 - Tensor Operations/20 - Solving Linear Systems with Elimination.mp4 26MB
  68. 2 - Tensor Operations/17 - The Dot Product.mp4 26MB
  69. 10 - Integral Calculus/94 - Binary Classification.mp4 24MB
  70. 8 - Automatic Differentiation/73 - Autodiff with PyTorch.mp4 24MB
  71. 6 - Limits/49 - Segment Intro.mp4 24MB
  72. 2 - Tensor Operations/18 - Exercises on Tensor Operations.mp4 23MB
  73. 9 - Partial Derivative Calculus/85 - Exercises on the Multivariate Chain Rule.mp4 23MB
  74. 9 - Partial Derivative Calculus/82 - Advanced PartialDerivative Exercises.mp4 22MB
  75. 2 - Tensor Operations/19 - Solving Linear Systems with Substitution.mp4 22MB
  76. 10 - Integral Calculus/101 - Numeric Integration with Python.mp4 22MB
  77. 11 - Probability/107 - A Brief History of Probability Theory.mp4 21MB
  78. 11 - Probability/108 - What Probability Theory Is.mp4 21MB
  79. 7 - Derivatives and Differentiation/60 - Derivative Notation.mp4 20MB
  80. 8 - Automatic Differentiation/72 - What Automatic Differentiation Is.mp4 19MB
  81. 8 - Automatic Differentiation/74 - Autodiff with TensorFlow.mp4 19MB
  82. 10 - Integral Calculus/100 - Definite Integrals.mp4 18MB
  83. 3 - Matrix Properties/29 - Orthogonal Matrices.mp4 18MB
  84. 3 - Matrix Properties/26 - Matrix Multiplication Exercises.mp4 18MB
  85. 7 - Derivatives and Differentiation/61 - The Derivative of a Constant.mp4 18MB
  86. 2 - Tensor Operations/14 - Tensor Transposition.mp4 16MB
  87. 6 - Limits/51 - Intro to Integral Calculus.mp4 16MB
  88. 7 - Derivatives and Differentiation/66 - The Product Rule.mp4 16MB
  89. 5 - Matrix Operations for Machine Learning/41 - Segment Intro.mp4 16MB
  90. 7 - Derivatives and Differentiation/64 - The Sum Rule.mp4 15MB
  91. 1 - Data Structures for Linear Algebra/5 - Tensors.mp4 15MB
  92. 7 - Derivatives and Differentiation/67 - The Quotient Rule.mp4 14MB
  93. 1 - Data Structures for Linear Algebra/9 - Basis Orthogonal and Orthonormal Vectors.mp4 14MB
  94. 3 - Matrix Properties/25 - Symmetric and Identity Matrices.mp4 13MB
  95. 10 - Integral Calculus/98 - The Integral Calculus Rules.mp4 13MB
  96. 3 - Matrix Properties/28 - Diagonal Matrices.mp4 13MB
  97. 10 - Integral Calculus/103 - Finding the Area Under the ROC Curve.mp4 12MB
  98. 2 - Tensor Operations/16 - Tensor Reduction.mp4 12MB
  99. 10 - Integral Calculus/104 - Resources for the Further Study of Calculus.mp4 12MB
  100. 1 - Data Structures for Linear Algebra/12 - Exercises on Algebra Data Structures.mp4 11MB
  101. 7 - Derivatives and Differentiation/63 - The Constant Multiple Rule.mp4 11MB
  102. 9 - Partial Derivative Calculus/92 - Exercise on HigherOrder Partial Derivatives.mp4 9MB
  103. 11 - Probability/113 - More Lectures are on their Way.mp4 8MB
  104. 10 - Integral Calculus/99 - Indefinite Integral Exercises.mp4 7MB
  105. 9 - Partial Derivative Calculus/83 - Partial Derivative Notation.mp4 7MB
  106. 10 - Integral Calculus/93 - Segment Intro.mp4 6MB
  107. 10 - Integral Calculus/95 - The Confusion Matrix.mp4 6MB
  108. 3 - Matrix Properties/22 - Segment Intro.mp4 5MB
  109. 7 - Derivatives and Differentiation/62 - The Power Rule.mp4 5MB
  110. 8 - Automatic Differentiation/71 - Segment Intro.mp4 4MB
  111. 7 - Derivatives and Differentiation/57 - Segment Intro.mp4 3MB
  112. 2 - Tensor Operations/13 - Segment Intro.mp4 3MB
  113. 8 - Automatic Differentiation/76 - Machine Learning with Autodiff Vietnamese.vtt 56KB
  114. 8 - Automatic Differentiation/76 - Machine Learning with Autodiff Dutch.vtt 43KB
  115. 8 - Automatic Differentiation/76 - Machine Learning with Autodiff English.vtt 43KB
  116. 9 - Partial Derivative Calculus/78 - What Partial Derivatives Are Vietnamese.vtt 39KB
  117. 9 - Partial Derivative Calculus/89 - The Gradient of Mean Squared Error Vietnamese.vtt 37KB
  118. 9 - Partial Derivative Calculus/77 - Segment Intro Vietnamese.vtt 33KB
  119. 4 - Eigenvectors and Eigenvalues/34 - Eigenvectors and Eigenvalues Vietnamese.vtt 33KB
  120. 1 - Data Structures for Linear Algebra/2 - What Linear Algebra Is Vietnamese.vtt 32KB
  121. 3 - Matrix Properties/24 - Matrix Multiplication Vietnamese.vtt 32KB
  122. 9 - Partial Derivative Calculus/78 - What Partial Derivatives Are English.vtt 32KB
  123. 9 - Partial Derivative Calculus/78 - What Partial Derivatives Are Dutch.vtt 31KB
  124. 9 - Partial Derivative Calculus/89 - The Gradient of Mean Squared Error Dutch.vtt 29KB
  125. 9 - Partial Derivative Calculus/89 - The Gradient of Mean Squared Error English.vtt 29KB
  126. 8 - Automatic Differentiation/75 - The Line Equation as a Tensor Graph Vietnamese.vtt 28KB
  127. 9 - Partial Derivative Calculus/77 - Segment Intro Dutch.vtt 26KB
  128. 4 - Eigenvectors and Eigenvalues/34 - Eigenvectors and Eigenvalues Dutch.vtt 26KB
  129. 1 - Data Structures for Linear Algebra/2 - What Linear Algebra Is Dutch.vtt 26KB
  130. 3 - Matrix Properties/24 - Matrix Multiplication English.vtt 26KB
  131. 9 - Partial Derivative Calculus/77 - Segment Intro English.vtt 26KB
  132. 5 - Matrix Operations for Machine Learning/45 - Regression with the Pseudoinverse Vietnamese.vtt 26KB
  133. 3 - Matrix Properties/24 - Matrix Multiplication Dutch.vtt 26KB
  134. 4 - Eigenvectors and Eigenvalues/34 - Eigenvectors and Eigenvalues English.vtt 26KB
  135. 1 - Data Structures for Linear Algebra/2 - What Linear Algebra Is English.vtt 25KB
  136. 4 - Eigenvectors and Eigenvalues/31 - Segment Intro Vietnamese.vtt 25KB
  137. 6 - Limits/55 - Calculating Limits Vietnamese.vtt 24KB
  138. 4 - Eigenvectors and Eigenvalues/33 - Affine Transformations Vietnamese.vtt 24KB
  139. 3 - Matrix Properties/27 - Matrix Inversion Vietnamese.vtt 23KB
  140. 8 - Automatic Differentiation/75 - The Line Equation as a Tensor Graph Dutch.vtt 22KB
  141. 9 - Partial Derivative Calculus/86 - PointbyPoint Regression Vietnamese.vtt 22KB
  142. 8 - Automatic Differentiation/75 - The Line Equation as a Tensor Graph English.vtt 22KB
  143. 7 - Derivatives and Differentiation/58 - The Delta Method Vietnamese.vtt 21KB
  144. 9 - Partial Derivative Calculus/87 - The Gradient of Quadratic Cost Vietnamese.vtt 21KB
  145. 9 - Partial Derivative Calculus/88 - Descending the Gradient of Cost Vietnamese.vtt 20KB
  146. 4 - Eigenvectors and Eigenvalues/31 - Segment Intro Dutch.vtt 20KB
  147. 1 - Data Structures for Linear Algebra/8 - Norms and Unit Vectors Vietnamese.vtt 20KB
  148. 4 - Eigenvectors and Eigenvalues/31 - Segment Intro English.vtt 20KB
  149. 5 - Matrix Operations for Machine Learning/45 - Regression with the Pseudoinverse Dutch.vtt 19KB
  150. 5 - Matrix Operations for Machine Learning/45 - Regression with the Pseudoinverse English.vtt 19KB
  151. 9 - Partial Derivative Calculus/81 - Advanced Partial Derivatives Vietnamese.vtt 19KB
  152. 4 - Eigenvectors and Eigenvalues/33 - Affine Transformations English.vtt 19KB
  153. 4 - Eigenvectors and Eigenvalues/33 - Affine Transformations Dutch.vtt 19KB
  154. 1 - Data Structures for Linear Algebra/6 - Scalars Vietnamese.vtt 19KB
  155. 6 - Limits/55 - Calculating Limits Dutch.vtt 19KB
  156. 6 - Limits/55 - Calculating Limits English.vtt 19KB
  157. 3 - Matrix Properties/30 - Orthogonal Matrix Exercises Vietnamese.vtt 19KB
  158. 4 - Eigenvectors and Eigenvalues/38 - Determinants and Eigenvalues Vietnamese.vtt 19KB
  159. 3 - Matrix Properties/27 - Matrix Inversion Dutch.vtt 18KB
  160. 6 - Limits/50 - Intro to Differential Calculus Vietnamese.vtt 18KB
  161. 3 - Matrix Properties/27 - Matrix Inversion English.vtt 18KB
  162. 9 - Partial Derivative Calculus/91 - HigherOrder Partial Derivatives Vietnamese.vtt 18KB
  163. 9 - Partial Derivative Calculus/86 - PointbyPoint Regression Dutch.vtt 18KB
  164. 7 - Derivatives and Differentiation/59 - How Derivatives Arise from Limits Vietnamese.vtt 18KB
  165. 9 - Partial Derivative Calculus/86 - PointbyPoint Regression English.vtt 18KB
  166. 9 - Partial Derivative Calculus/87 - The Gradient of Quadratic Cost Dutch.vtt 17KB
  167. 9 - Partial Derivative Calculus/87 - The Gradient of Quadratic Cost English.vtt 17KB
  168. 5 - Matrix Operations for Machine Learning/44 - The MoorePenrose Pseudoinverse Vietnamese.vtt 17KB
  169. 7 - Derivatives and Differentiation/65 - Exercises on Derivative Rules Vietnamese.vtt 17KB
  170. 7 - Derivatives and Differentiation/58 - The Delta Method Dutch.vtt 16KB
  171. 7 - Derivatives and Differentiation/58 - The Delta Method English.vtt 16KB
  172. 4 - Eigenvectors and Eigenvalues/40 - Eigenvector and Eigenvalue Applications Vietnamese.vtt 16KB
  173. 9 - Partial Derivative Calculus/88 - Descending the Gradient of Cost Dutch.vtt 16KB
  174. 9 - Partial Derivative Calculus/81 - Advanced Partial Derivatives Dutch.vtt 16KB
  175. 1 - Data Structures for Linear Algebra/8 - Norms and Unit Vectors Dutch.vtt 16KB
  176. 9 - Partial Derivative Calculus/88 - Descending the Gradient of Cost English.vtt 16KB
  177. 9 - Partial Derivative Calculus/81 - Advanced Partial Derivatives English.vtt 15KB
  178. 1 - Data Structures for Linear Algebra/8 - Norms and Unit Vectors English.vtt 15KB
  179. 1 - Data Structures for Linear Algebra/7 - Vectors and Vector Transposition Vietnamese.vtt 15KB
  180. 7 - Derivatives and Differentiation/69 - Advanced Exercises on Derivative Rules Vietnamese.vtt 15KB
  181. 2 - Tensor Operations/21 - Visualizing Linear Systems Vietnamese.vtt 15KB
  182. 4 - Eigenvectors and Eigenvalues/38 - Determinants and Eigenvalues Dutch.vtt 15KB
  183. 3 - Matrix Properties/30 - Orthogonal Matrix Exercises English.vtt 15KB
  184. 3 - Matrix Properties/30 - Orthogonal Matrix Exercises Dutch.vtt 15KB
  185. 2 - Tensor Operations/20 - Solving Linear Systems with Elimination Vietnamese.vtt 15KB
  186. 1 - Data Structures for Linear Algebra/6 - Scalars Dutch.vtt 15KB
  187. 4 - Eigenvectors and Eigenvalues/38 - Determinants and Eigenvalues English.vtt 15KB
  188. 4 - Eigenvectors and Eigenvalues/39 - Eigendecomposition Vietnamese.vtt 15KB
  189. 10 - Integral Calculus/96 - The ReceiverOperating Characteristic ROC Curve Vietnamese.vtt 15KB
  190. 9 - Partial Derivative Calculus/91 - HigherOrder Partial Derivatives Dutch.vtt 14KB
  191. 1 - Data Structures for Linear Algebra/6 - Scalars English.vtt 14KB
  192. 9 - Partial Derivative Calculus/91 - HigherOrder Partial Derivatives English.vtt 14KB
  193. 11 - Probability/112 - Exercises on Event Probabilities Vietnamese.vtt 14KB
  194. 6 - Limits/50 - Intro to Differential Calculus English.vtt 14KB
  195. 5 - Matrix Operations for Machine Learning/43 - Data Compression with SVD Vietnamese.vtt 14KB
  196. 6 - Limits/50 - Intro to Differential Calculus Dutch.vtt 14KB
  197. 7 - Derivatives and Differentiation/59 - How Derivatives Arise from Limits English.vtt 14KB
  198. 7 - Derivatives and Differentiation/59 - How Derivatives Arise from Limits Dutch.vtt 14KB
  199. 10 - Integral Calculus/94 - Binary Classification Vietnamese.vtt 14KB
  200. 1 - Data Structures for Linear Algebra/3 - Plotting a System of Linear Equations Vietnamese.vtt 13KB
  201. 7 - Derivatives and Differentiation/65 - Exercises on Derivative Rules Dutch.vtt 13KB
  202. 7 - Derivatives and Differentiation/65 - Exercises on Derivative Rules English.vtt 13KB
  203. 11 - Probability/110 - Multiple Independent Observations Vietnamese.vtt 13KB
  204. 6 - Limits/53 - Calculus of the Infinitesimals Vietnamese.vtt 13KB
  205. 5 - Matrix Operations for Machine Learning/44 - The MoorePenrose Pseudoinverse Dutch.vtt 13KB
  206. 6 - Limits/54 - Calculus Applications Vietnamese.vtt 13KB
  207. 4 - Eigenvectors and Eigenvalues/40 - Eigenvector and Eigenvalue Applications Dutch.vtt 13KB
  208. 2 - Tensor Operations/20 - Solving Linear Systems with Elimination Dutch.vtt 13KB
  209. 2 - Tensor Operations/19 - Solving Linear Systems with Substitution Vietnamese.vtt 13KB
  210. 5 - Matrix Operations for Machine Learning/44 - The MoorePenrose Pseudoinverse English.vtt 13KB
  211. 4 - Eigenvectors and Eigenvalues/40 - Eigenvector and Eigenvalue Applications English.vtt 13KB
  212. 5 - Matrix Operations for Machine Learning/42 - Singular Value Decomposition Vietnamese.vtt 13KB
  213. 2 - Tensor Operations/20 - Solving Linear Systems with Elimination English.vtt 12KB
  214. 11 - Probability/109 - Events and Sample Spaces Vietnamese.vtt 12KB
  215. 7 - Derivatives and Differentiation/69 - Advanced Exercises on Derivative Rules English.vtt 12KB
  216. 11 - Probability/106 - Probability Information Theory Vietnamese.vtt 12KB
  217. 7 - Derivatives and Differentiation/69 - Advanced Exercises on Derivative Rules Dutch.vtt 12KB
  218. 2 - Tensor Operations/21 - Visualizing Linear Systems Dutch.vtt 12KB
  219. 1 - Data Structures for Linear Algebra/7 - Vectors and Vector Transposition Dutch.vtt 12KB
  220. 2 - Tensor Operations/21 - Visualizing Linear Systems English.vtt 12KB
  221. 1 - Data Structures for Linear Algebra/7 - Vectors and Vector Transposition English.vtt 12KB
  222. 9 - Partial Derivative Calculus/84 - The Chain Rule for Partial Derivatives Vietnamese.vtt 12KB
  223. 4 - Eigenvectors and Eigenvalues/39 - Eigendecomposition Dutch.vtt 12KB
  224. 4 - Eigenvectors and Eigenvalues/39 - Eigendecomposition English.vtt 12KB
  225. 11 - Probability/112 - Exercises on Event Probabilities English.vtt 12KB
  226. 11 - Probability/112 - Exercises on Event Probabilities Dutch.vtt 11KB
  227. 10 - Integral Calculus/96 - The ReceiverOperating Characteristic ROC Curve English.vtt 11KB
  228. 10 - Integral Calculus/96 - The ReceiverOperating Characteristic ROC Curve Dutch.vtt 11KB
  229. 1 - Data Structures for Linear Algebra/10 - Matrix Tensors Vietnamese.vtt 11KB
  230. 5 - Matrix Operations for Machine Learning/47 - Principal Component Analysis PCA Vietnamese.vtt 11KB
  231. 10 - Integral Calculus/94 - Binary Classification Dutch.vtt 11KB
  232. 5 - Matrix Operations for Machine Learning/43 - Data Compression with SVD English.vtt 11KB
  233. 5 - Matrix Operations for Machine Learning/43 - Data Compression with SVD Dutch.vtt 11KB
  234. 10 - Integral Calculus/94 - Binary Classification English.vtt 11KB
  235. 2 - Tensor Operations/19 - Solving Linear Systems with Substitution Dutch.vtt 11KB
  236. 11 - Probability/110 - Multiple Independent Observations Dutch.vtt 11KB
  237. 2 - Tensor Operations/19 - Solving Linear Systems with Substitution English.vtt 11KB
  238. 4 - Eigenvectors and Eigenvalues/36 - Determinants of Larger Matrices Vietnamese.vtt 10KB
  239. 5 - Matrix Operations for Machine Learning/42 - Singular Value Decomposition Dutch.vtt 10KB
  240. 11 - Probability/111 - Combinatorics Vietnamese.vtt 10KB
  241. 11 - Probability/110 - Multiple Independent Observations English.vtt 10KB
  242. 6 - Limits/53 - Calculus of the Infinitesimals English.vtt 10KB
  243. 1 - Data Structures for Linear Algebra/3 - Plotting a System of Linear Equations English.vtt 10KB
  244. 1 - Data Structures for Linear Algebra/3 - Plotting a System of Linear Equations Dutch.vtt 10KB
  245. 6 - Limits/53 - Calculus of the Infinitesimals Dutch.vtt 10KB
  246. 5 - Matrix Operations for Machine Learning/42 - Singular Value Decomposition English.vtt 10KB
  247. 6 - Limits/54 - Calculus Applications Dutch.vtt 10KB
  248. 6 - Limits/54 - Calculus Applications English.vtt 10KB
  249. 11 - Probability/109 - Events and Sample Spaces English.vtt 10KB
  250. 4 - Eigenvectors and Eigenvalues/35 - Matrix Determinants Vietnamese.vtt 10KB
  251. 11 - Probability/106 - Probability Information Theory English.vtt 10KB
  252. 11 - Probability/106 - Probability Information Theory Dutch.vtt 10KB
  253. 11 - Probability/109 - Events and Sample Spaces Dutch.vtt 10KB
  254. 1 - Data Structures for Linear Algebra/11 - Generic Tensor Notation Vietnamese.vtt 10KB
  255. 9 - Partial Derivative Calculus/84 - The Chain Rule for Partial Derivatives English.vtt 10KB
  256. 9 - Partial Derivative Calculus/84 - The Chain Rule for Partial Derivatives Dutch.vtt 9KB
  257. 9 - Partial Derivative Calculus/90 - Backpropagation Vietnamese.vtt 9KB
  258. 4 - Eigenvectors and Eigenvalues/32 - Applying Matrices Vietnamese.vtt 9KB
  259. 6 - Limits/52 - The Method of Exhaustion Vietnamese.vtt 9KB
  260. 10 - Integral Calculus/100 - Definite Integrals Vietnamese.vtt 9KB
  261. 3 - Matrix Properties/26 - Matrix Multiplication Exercises Vietnamese.vtt 9KB
  262. 5 - Matrix Operations for Machine Learning/47 - Principal Component Analysis PCA Dutch.vtt 9KB
  263. 5 - Matrix Operations for Machine Learning/47 - Principal Component Analysis PCA English.vtt 9KB
  264. 1 - Data Structures for Linear Algebra/10 - Matrix Tensors Dutch.vtt 9KB
  265. 7 - Derivatives and Differentiation/68 - The Chain Rule Vietnamese.vtt 9KB
  266. 1 - Data Structures for Linear Algebra/10 - Matrix Tensors English.vtt 9KB
  267. 10 - Integral Calculus/97 - What Integral Calculus Is Vietnamese.vtt 9KB
  268. 4 - Eigenvectors and Eigenvalues/36 - Determinants of Larger Matrices English.vtt 9KB
  269. 4 - Eigenvectors and Eigenvalues/36 - Determinants of Larger Matrices Dutch.vtt 9KB
  270. 11 - Probability/111 - Combinatorics Dutch.vtt 9KB
  271. 11 - Probability/111 - Combinatorics English.vtt 8KB
  272. 10 - Integral Calculus/98 - The Integral Calculus Rules Vietnamese.vtt 8KB
  273. 8 - Automatic Differentiation/73 - Autodiff with PyTorch Vietnamese.vtt 8KB
  274. 9 - Partial Derivative Calculus/82 - Advanced PartialDerivative Exercises Vietnamese.vtt 8KB
  275. 4 - Eigenvectors and Eigenvalues/35 - Matrix Determinants Dutch.vtt 8KB
  276. 4 - Eigenvectors and Eigenvalues/35 - Matrix Determinants English.vtt 8KB
  277. 9 - Partial Derivative Calculus/79 - Partial Derivative Exercises Vietnamese.vtt 8KB
  278. 6 - Limits/56 - Exercises on Limits Vietnamese.vtt 8KB
  279. 5 - Matrix Operations for Machine Learning/48 - Resources for Further Study of Linear Algebra Vietnamese.vtt 8KB
  280. 11 - Probability/108 - What Probability Theory Is Vietnamese.vtt 8KB
  281. 2 - Tensor Operations/15 - Basic Tensor Arithmetic incl the Hadamard Product Vietnamese.vtt 8KB
  282. 1 - Data Structures for Linear Algebra/11 - Generic Tensor Notation Dutch.vtt 8KB
  283. 4 - Eigenvectors and Eigenvalues/32 - Applying Matrices English.vtt 8KB
  284. 9 - Partial Derivative Calculus/90 - Backpropagation Dutch.vtt 8KB
  285. 3 - Matrix Properties/26 - Matrix Multiplication Exercises English.vtt 8KB
  286. 1 - Data Structures for Linear Algebra/11 - Generic Tensor Notation English.vtt 8KB
  287. 6 - Limits/52 - The Method of Exhaustion Dutch.vtt 7KB
  288. 4 - Eigenvectors and Eigenvalues/32 - Applying Matrices Dutch.vtt 7KB
  289. 9 - Partial Derivative Calculus/90 - Backpropagation English.vtt 7KB
  290. 9 - Partial Derivative Calculus/80 - Calculating Partial Derivatives with Autodiff Vietnamese.vtt 7KB
  291. 6 - Limits/52 - The Method of Exhaustion English.vtt 7KB
  292. 1 - Data Structures for Linear Algebra/4 - Linear Algebra Exercise Vietnamese.vtt 7KB
  293. 10 - Integral Calculus/100 - Definite Integrals English.vtt 7KB
  294. 3 - Matrix Properties/26 - Matrix Multiplication Exercises Dutch.vtt 7KB
  295. 2 - Tensor Operations/17 - The Dot Product Vietnamese.vtt 7KB
  296. 10 - Integral Calculus/100 - Definite Integrals Dutch.vtt 7KB
  297. 3 - Matrix Properties/23 - The Frobenius Norm Vietnamese.vtt 7KB
  298. 3 - Matrix Properties/29 - Orthogonal Matrices Vietnamese.vtt 7KB
  299. 7 - Derivatives and Differentiation/68 - The Chain Rule Dutch.vtt 7KB
  300. 7 - Derivatives and Differentiation/68 - The Chain Rule English.vtt 7KB
  301. 9 - Partial Derivative Calculus/85 - Exercises on the Multivariate Chain Rule Vietnamese.vtt 7KB
  302. 9 - Partial Derivative Calculus/79 - Partial Derivative Exercises Dutch.vtt 7KB
  303. 8 - Automatic Differentiation/73 - Autodiff with PyTorch Dutch.vtt 7KB
  304. 10 - Integral Calculus/98 - The Integral Calculus Rules Dutch.vtt 7KB
  305. 10 - Integral Calculus/98 - The Integral Calculus Rules English.vtt 7KB
  306. 8 - Automatic Differentiation/73 - Autodiff with PyTorch English.vtt 7KB
  307. 9 - Partial Derivative Calculus/79 - Partial Derivative Exercises English.vtt 7KB
  308. 9 - Partial Derivative Calculus/82 - Advanced PartialDerivative Exercises Dutch.vtt 7KB
  309. 10 - Integral Calculus/101 - Numeric Integration with Python Vietnamese.vtt 7KB
  310. 5 - Matrix Operations for Machine Learning/46 - The Trace Operator Vietnamese.vtt 7KB
  311. 10 - Integral Calculus/97 - What Integral Calculus Is Dutch.vtt 7KB
  312. 10 - Integral Calculus/97 - What Integral Calculus Is English.vtt 7KB
  313. 7 - Derivatives and Differentiation/70 - The Power Rule on a Function Chain Vietnamese.vtt 7KB
  314. 9 - Partial Derivative Calculus/82 - Advanced PartialDerivative Exercises English.vtt 7KB
  315. 6 - Limits/56 - Exercises on Limits English.vtt 7KB
  316. 6 - Limits/56 - Exercises on Limits Dutch.vtt 6KB
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