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Numerical Methods and Optimization in Python

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文件列表

  1. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/005 Stochastic gradient descent implementation I.mp4 106MB
  2. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/008 ADAGrad implementation.mp4 64MB
  3. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/017 Sorting.mp4 51MB
  4. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/002 Gradient descent implementation.mp4 48MB
  5. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/016 Sets in Python.mp4 47MB
  6. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/003 Positional arguments and keyword arguments.mp4 46MB
  7. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/011 ADAM optimizer implementation.mp4 43MB
  8. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/005 DataFrame operations.mp4 41MB
  9. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/006 Stochastic gradient descent implementation II.mp4 41MB
  10. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/013 Comparing objects - overriding functions.mp4 40MB
  11. [TutsNode.com] - Numerical Methods and Optimization in Python/12 - #3 Challenge - Monte-Carlo Integration/002 Monte-Carlo integral implementation I.mp4 40MB
  12. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/006 Lists in Python - advanced operations.mp4 39MB
  13. [TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/001 What is interpolation.mp4 39MB
  14. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/015 Dictionaries in Python.mp4 38MB
  15. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/008 PageRank algorithm - the final formula.mp4 38MB
  16. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/001 How to measure the running time of algorithms.mp4 37MB
  17. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/004 Stochastic gradient descent introduction.mp4 36MB
  18. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/003 Dimension of arrays.mp4 36MB
  19. [TutsNode.com] - Numerical Methods and Optimization in Python/05 - Gauss Elimination Implementation/001 Gaussian elimination implementation I.mp4 36MB
  20. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/008 What is recursion.mp4 35MB
  21. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/007 Reading CSV and text files.mp4 35MB
  22. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/012 What are linked list data structures.mp4 34MB
  23. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/004 Euler's method example - pendulum.mp4 34MB
  24. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/006 Reshape.mp4 34MB
  25. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/002 Creating and updating arrays.mp4 34MB
  26. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/003 Using the constructor.mp4 34MB
  27. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/010 Polymorphism and abstraction example.mp4 33MB
  28. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/008 Operations.mp4 33MB
  29. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/004 Indexes and slicing.mp4 32MB
  30. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/009 How to use multiple conditions.mp4 31MB
  31. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/004 Class variables and instance variables.mp4 31MB
  32. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/014 Hashing and O(1) running time complexity.mp4 31MB
  33. [TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/004 Interpolation implementation II.mp4 31MB
  34. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/010 Using the apply() function.mp4 31MB
  35. [TutsNode.com] - Numerical Methods and Optimization in Python/12 - #3 Challenge - Monte-Carlo Integration/001 What is the Monte-Carlo method.mp4 30MB
  36. [TutsNode.com] - Numerical Methods and Optimization in Python/05 - Gauss Elimination Implementation/002 Gaussian elimination implementation II.mp4 30MB
  37. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/005 Matrix representation of the problem.mp4 29MB
  38. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/006 Speed comparison - DataFrame operations.mp4 29MB
  39. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/004 Strings.mp4 28MB
  40. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/001 What is gradient descent.mp4 28MB
  41. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/007 Stacking and merging arrays.mp4 28MB
  42. [TutsNode.com] - Numerical Methods and Optimization in Python/02 - ### NUMERICAL METHODS ###/004 Speed consideration - C, Java and Python.mp4 28MB
  43. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/009 Data filtering.mp4 27MB
  44. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/003 Running time analysis of matrix multiplication.mp4 27MB
  45. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/003 Series.mp4 27MB
  46. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/012 What is vectorization.mp4 26MB
  47. [TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/003 Interpolation implementation I.mp4 26MB
  48. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/002 Crawling the web with breadth-first search.mp4 26MB
  49. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/001 What is Pandas.mp4 25MB
  50. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/005 String slicing.mp4 25MB
  51. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/001 Graph representation of the WWW.mp4 25MB
  52. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/003 What are array data structures I.mp4 25MB
  53. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/004 What are array data structures II.mp4 25MB
  54. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/004 PageRank algorithm example.mp4 25MB
  55. [TutsNode.com] - Numerical Methods and Optimization in Python/12 - #3 Challenge - Monte-Carlo Integration/003 Monte-Carlo integral implementation II.mp4 25MB
  56. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/001 How to deal with differential equations.mp4 25MB
  57. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/007 Runge-Kutta method example I.mp4 24MB
  58. [TutsNode.com] - Numerical Methods and Optimization in Python/02 - ### NUMERICAL METHODS ###/001 Floating point numbers.mp4 24MB
  59. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/013 Doubly linked list implementation in Python.mp4 24MB
  60. [TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/003 Bisection method implementation.mp4 24MB
  61. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/007 Lists in Python - list comprehension.mp4 23MB
  62. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/003 Rectangle method implementation.mp4 22MB
  63. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/008 Runge-Kutta method example II.mp4 22MB
  64. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/013 Vectorization example I.mp4 22MB
  65. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/007 What is ADAGrad.mp4 22MB
  66. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/011 Modules.mp4 22MB
  67. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/005 Lists in Python.mp4 22MB
  68. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/009 Power method.mp4 21MB
  69. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/007 The super keyword.mp4 21MB
  70. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/009 What is polymorphism.mp4 21MB
  71. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/014 Vectorization example II.mp4 21MB
  72. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/007 Operators.mp4 21MB
  73. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/002 Matrix multiplication implementation.mp4 21MB
  74. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/007 Simpson's method implementation.mp4 21MB
  75. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/015 Break and continue.mp4 20MB
  76. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/003 Gradient descent with momentum.mp4 20MB
  77. [TutsNode.com] - Numerical Methods and Optimization in Python/04 - Linear Systems and Gaussian Elimination/003 What is pivoting.mp4 20MB
  78. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/003 Euler's method example.mp4 20MB
  79. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/006 Lists and NumPy arrays.mp4 19MB
  80. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/005 Types.mp4 19MB
  81. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/005 Private variables and name mangling.mp4 19MB
  82. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/009 What is RMSProp.mp4 19MB
  83. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/004 Trapezoidal integral introduction.mp4 19MB
  84. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/011 Loops - for loop.mp4 19MB
  85. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/002 Defining functions.mp4 19MB
  86. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/006 The random surfer model.mp4 19MB
  87. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/011 Mutability and immutability.mp4 18MB
  88. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/004 DataFrames.mp4 18MB
  89. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/006 Yield operator.mp4 18MB
  90. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/008 Function (method) override.mp4 18MB
  91. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/002 Rectangle method introduction.mp4 18MB
  92. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/006 What is inheritance in OOP.mp4 18MB
  93. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/008 Conditional statements.mp4 18MB
  94. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/003 The original formula.mp4 18MB
  95. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/011 Speed comparison - loops and apply().mp4 18MB
  96. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/005 Trapezoidal integral implementation.mp4 18MB
  97. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/010 Logical operators.mp4 18MB
  98. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/001 What are functions.mp4 17MB
  99. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/001 What is the key advantage of NumPy.mp4 17MB
  100. [TutsNode.com] - Numerical Methods and Optimization in Python/04 - Linear Systems and Gaussian Elimination/001 What is Gaussian elimination.mp4 17MB
  101. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/006 Type casting.mp4 17MB
  102. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/005 Inner product.mp4 17MB
  103. [TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/004 Newton method introduction.mp4 16MB
  104. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/005 Euler's method example - pendulum with drag.mp4 16MB
  105. [TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/005 Newton method implementation.mp4 16MB
  106. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/002 What are the basic data types.mp4 16MB
  107. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/012 The __str__ function.mp4 16MB
  108. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/007 What are the most relevant built-in functions.mp4 15MB
  109. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/008 Filter.mp4 15MB
  110. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/014 Enumerate.mp4 15MB
  111. [TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/002 Interpolation illustration.mp4 15MB
  112. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/009 Local vs global variables.mp4 15MB
  113. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/010 The __main__ function.mp4 15MB
  114. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/010 What are tuples.mp4 15MB
  115. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/012 Loops - while loop.mp4 14MB
  116. [TutsNode.com] - Numerical Methods and Optimization in Python/07 - Eigenvalues And Eigenvectors/001 What are eigenvalues and eigenvectors.mp4 14MB
  117. [TutsNode.com] - Numerical Methods and Optimization in Python/12 - #3 Challenge - Monte-Carlo Integration/004 Applications of Monte-Carlo simulations in finance.mp4 14MB
  118. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/006 Runge-Kutta method introduction.mp4 14MB
  119. [TutsNode.com] - Numerical Methods and Optimization in Python/02 - ### NUMERICAL METHODS ###/003 Rounding errors.mp4 14MB
  120. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/002 Data structures introduction.mp4 14MB
  121. [TutsNode.com] - Numerical Methods and Optimization in Python/06 - #1 Challenge - Portfolio Optimization/002 Portfolio optimization implementation.mp4 14MB
  122. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/007 Matrix operations with NumPy.mp4 14MB
  123. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/001 First steps in Python.mp4 14MB
  124. [TutsNode.com] - Numerical Methods and Optimization in Python/04 - Linear Systems and Gaussian Elimination/002 Gaussian elimination illustration.mp4 14MB
  125. [TutsNode.com] - Numerical Methods and Optimization in Python/01 - Introduction/001 Introduction.mp4 14MB
  126. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/004 Matrix vector multiplication.mp4 13MB
  127. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/013 What are nested loops.mp4 13MB
  128. [TutsNode.com] - Numerical Methods and Optimization in Python/06 - #1 Challenge - Portfolio Optimization/001 Portfolio optimization introduction.mp4 13MB
  129. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/002 Euler's method introduction.mp4 13MB
  130. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/001 What is object oriented programming (OOP).mp4 13MB
  131. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/001 Matrix multiplication introduction.mp4 12MB
  132. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/010 ADAM optimizer introduction.mp4 12MB
  133. [TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/001 Root of functions introduction.mp4 12MB
  134. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/007 What are the problems with the random surfer model.mp4 12MB
  135. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/005 Returning multiple values.mp4 12MB
  136. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/006 Simpson's method introduction.mp4 12MB
  137. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/001 Integration introduction.mp4 11MB
  138. [TutsNode.com] - Numerical Methods and Optimization in Python/07 - Eigenvalues And Eigenvectors/002 Eigenvalues and eigenvectors implementation.mp4 11MB
  139. [TutsNode.com] - Numerical Methods and Optimization in Python/07 - Eigenvalues And Eigenvectors/003 Applications of eigenvectors in machine learning.mp4 11MB
  140. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/002 Class and objects basics.mp4 10MB
  141. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/002 First steps.mp4 10MB
  142. [TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/002 Bisection method introduction.mp4 10MB
  143. [TutsNode.com] - Numerical Methods and Optimization in Python/02 - ### NUMERICAL METHODS ###/002 Precision and accuracy.mp4 9MB
  144. [TutsNode.com] - Numerical Methods and Optimization in Python/04 - Linear Systems and Gaussian Elimination/004 Gaussian elimination and singular matrixes.mp4 9MB
  145. [TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/005 Applications of interpolation.mp4 9MB
  146. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/016 Calculating Fibonacci-numbers.mp4 8MB
  147. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/004 Returning values.mp4 8MB
  148. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/003 Booleans.mp4 7MB
  149. [TutsNode.com] - Numerical Methods and Optimization in Python/22 - Course Materials (DOWNLOADS)/001 numerical-methods.zip 3MB
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  329. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/003 Series_en.vtt 8KB
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  365. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/013 Doubly linked list implementation in Python_en.vtt 6KB
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  378. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/006 The random surfer model_en.vtt 6KB
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  380. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/002 What are the basic data types_en.vtt 6KB
  381. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/003 Running time analysis of matrix multiplication_en.vtt 6KB
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  384. [TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/004 Newton method introduction_en.vtt 5KB
  385. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/011 Mutability and immutability_en.vtt 5KB
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  389. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/006 Lists and NumPy arrays_en.vtt 5KB
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  393. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/001 What is the key advantage of NumPy_en.vtt 5KB
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  407. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/005 Euler's method example - pendulum with drag_en.vtt 5KB
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  409. [TutsNode.com] - Numerical Methods and Optimization in Python/02 - ### NUMERICAL METHODS ###/003 Rounding errors_en.vtt 5KB
  410. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/004 Matrix vector multiplication_en.vtt 5KB
  411. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/008 Conditional statements_en.vtt 5KB
  412. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/007 Matrix operations with NumPy_en.vtt 5KB
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  414. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/010 What are tuples_en.vtt 4KB
  415. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/009 What is RMSProp_en.vtt 4KB
  416. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/008 Filter_en.vtt 4KB
  417. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/006 What is inheritance in OOP_en.vtt 4KB
  418. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/007 What are the problems with the random surfer model_en.vtt 4KB
  419. [TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/001 Root of functions introduction_en.vtt 4KB
  420. [TutsNode.com] - Numerical Methods and Optimization in Python/06 - #1 Challenge - Portfolio Optimization/001 Portfolio optimization introduction_en.vtt 4KB
  421. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/010 The __main__ function_en.vtt 4KB
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  427. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/012 The __str__ function_en.vtt 4KB
  428. [TutsNode.com] - Numerical Methods and Optimization in Python/07 - Eigenvalues And Eigenvectors/002 Eigenvalues and eigenvectors implementation_en.vtt 4KB
  429. [TutsNode.com] - Numerical Methods and Optimization in Python/02 - ### NUMERICAL METHODS ###/002 Precision and accuracy_en.vtt 3KB
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  432. [TutsNode.com] - Numerical Methods and Optimization in Python/12 - #3 Challenge - Monte-Carlo Integration/004 Applications of Monte-Carlo simulations in finance_en.vtt 3KB
  433. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/002 Class and objects basics_en.vtt 3KB
  434. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/013 What are nested loops_en.vtt 3KB
  435. [TutsNode.com] - Numerical Methods and Optimization in Python/06 - #1 Challenge - Portfolio Optimization/002 Portfolio optimization implementation_en.vtt 3KB
  436. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/011 Speed comparison - loops and apply()_en.vtt 3KB
  437. [TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/005 Applications of interpolation_en.vtt 3KB
  438. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/016 Calculating Fibonacci-numbers_en.vtt 3KB
  439. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/001 What is object oriented programming (OOP)_en.vtt 3KB
  440. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/008 Function (method) override_en.vtt 3KB
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  442. [TutsNode.com] - Numerical Methods and Optimization in Python/01 - Introduction/001 Introduction_en.vtt 2KB
  443. [TutsNode.com] - Numerical Methods and Optimization in Python/07 - Eigenvalues And Eigenvectors/003 Applications of eigenvectors in machine learning_en.vtt 2KB
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  455. [TutsNode.com] - Numerical Methods and Optimization in Python/05 - Gauss Elimination Implementation/002 GaussElimination.py 838B
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  464. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/003 EulerMethodExample1.py 449B
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  466. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/004 MatrixVectorMultiplication.py 423B
  467. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/004 EulerMethodExample2.py 421B
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  470. [TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/003 BisectionMethod.py 360B
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  473. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/012 Mathematical formulation of optimization algorithms in machine learning.html 275B
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  475. [TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/006 Mathematical formulation of interpolation.html 265B
  476. [TutsNode.com] - Numerical Methods and Optimization in Python/07 - Eigenvalues And Eigenvectors/004 Mathematical formulation of eigenvectors.html 261B
  477. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/010 Original scientific paper of PageRank algorithm.html 254B
  478. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/009 Mathematical formulation of numerical differentiation.html 251B
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