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Numerical Methods and Optimization in Python
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Numerical Methods and Optimization in Python
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Files
  1. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/005 Stochastic gradient descent implementation I.mp4105.9 MB
  2. TutsNode.com.txt63 bytes
  3. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/005 Stochastic gradient descent implementation I_en.vtt24.4 KB
  4. [TutsNode.com] - Numerical Methods and Optimization in Python/01 - Introduction/001 Introduction_en.vtt2.4 KB
  5. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/008 ADAGrad implementation_en.vtt13.6 KB
  6. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/004 Euler's method example - pendulum_en.vtt12.9 KB
  7. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/001 How to measure the running time of algorithms_en.vtt12.6 KB
  8. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/004 Stochastic gradient descent introduction_en.vtt11.8 KB
  9. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/003 Positional arguments and keyword arguments_en.vtt11.7 KB
  10. [TutsNode.com] - Numerical Methods and Optimization in Python/05 - Gauss Elimination Implementation/001 Gaussian elimination implementation I_en.vtt11.5 KB
  11. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/017 Sorting_en.vtt11.4 KB
  12. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/002 Gradient descent implementation_en.vtt11.3 KB
  13. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/004 PageRank algorithm example_en.vtt11.2 KB
  14. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/005 DataFrame operations_en.vtt10.9 KB
  15. [TutsNode.com] - Numerical Methods and Optimization in Python/12 - #3 Challenge - Monte-Carlo Integration/003 MonteCarloIntegral2.py676 bytes
  16. [TutsNode.com] - Numerical Methods and Optimization in Python/22 - Course Materials (DOWNLOADS)/001 Course material.html58 bytes
  17. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/002 MatrixMultiplication.py496 bytes
  18. [TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/001 What is interpolation_en.vtt10.8 KB
  19. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/015 Dictionaries in Python_en.vtt10.7 KB
  20. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/003 Dimension of arrays_en.vtt10.7 KB
  21. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/008 What is recursion_en.vtt10.6 KB
  22. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/004 MatrixVectorMultiplication.py423 bytes
  23. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/012 What are linked list data structures_en.vtt10.3 KB
  24. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/011 ADAM optimizer implementation_en.vtt10.2 KB
  25. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/005 InnerProduct.py386 bytes
  26. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/001 How to deal with differential equations_en.vtt9.8 KB
  27. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/005 Matrix representation of the problem_en.vtt9.8 KB
  28. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/014 Hashing and O(1) running time complexity_en.vtt9.7 KB
  29. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/016 Sets in Python_en.vtt9.6 KB
  30. [TutsNode.com] - Numerical Methods and Optimization in Python/12 - #3 Challenge - Monte-Carlo Integration/002 Monte-Carlo integral implementation I_en.vtt9.5 KB
  31. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/004 Indexes and slicing_en.vtt9.4 KB
  32. [TutsNode.com] - Numerical Methods and Optimization in Python/02 - ### NUMERICAL METHODS ###/001 Floating point numbers_en.vtt9.1 KB
  33. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/013 Comparing objects - overriding functions_en.vtt9.0 KB
  34. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/009 How to use multiple conditions_en.vtt9.0 KB
  35. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/008 PageRank algorithm - the final formula_en.vtt8.9 KB
  36. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/006 Reshape_en.vtt8.8 KB
  37. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/004 Strings_en.vtt8.8 KB
  38. [TutsNode.com] - Numerical Methods and Optimization in Python/04 - Linear Systems and Gaussian Elimination/005 Mathematical formulation of Gaussian elimination.html345 bytes
  39. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/006 Lists in Python - advanced operations_en.vtt8.7 KB
  40. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/009 Data filtering_en.vtt8.7 KB
  41. [TutsNode.com] - Numerical Methods and Optimization in Python/05 - Gauss Elimination Implementation/002 GaussElimination.py838 bytes
  42. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/004 What are array data structures II_en.vtt8.6 KB
  43. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/002 Creating and updating arrays_en.vtt8.5 KB
  44. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/002 Crawling the web with breadth-first search_en.vtt8.3 KB
  45. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/003 Series_en.vtt8.2 KB
  46. [TutsNode.com] - Numerical Methods and Optimization in Python/12 - #3 Challenge - Monte-Carlo Integration/001 What is the Monte-Carlo method_en.vtt8.1 KB
  47. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/003 What are array data structures I_en.vtt8.0 KB
  48. [TutsNode.com] - Numerical Methods and Optimization in Python/05 - Gauss Elimination Implementation/002 Gaussian elimination implementation II_en.vtt8.0 KB
  49. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/010 Using the apply() function_en.vtt7.9 KB
  50. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/001 What is gradient descent_en.vtt7.9 KB
  51. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/001 What is Pandas_en.vtt7.9 KB
  52. [TutsNode.com] - Numerical Methods and Optimization in Python/04 - Linear Systems and Gaussian Elimination/002 Gaussian elimination illustration_en.vtt7.8 KB
  53. [TutsNode.com] - Numerical Methods and Optimization in Python/07 - Eigenvalues And Eigenvectors/003 Applications of eigenvectors in machine learning_en.vtt2.2 KB
  54. [TutsNode.com] - Numerical Methods and Optimization in Python/07 - Eigenvalues And Eigenvectors/004 Mathematical formulation of eigenvectors.html261 bytes
  55. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/004 Trapezoidal integral introduction_en.vtt7.7 KB
  56. [TutsNode.com] - Numerical Methods and Optimization in Python/02 - ### NUMERICAL METHODS ###/004 Speed consideration - C, Java and Python_en.vtt7.6 KB
  57. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/007 What is ADAGrad_en.vtt7.5 KB
  58. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/012 What is vectorization_en.vtt7.5 KB
  59. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/005 String slicing_en.vtt7.4 KB
  60. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/007 Stacking and merging arrays_en.vtt7.3 KB
  61. [TutsNode.com] - Numerical Methods and Optimization in Python/04 - Linear Systems and Gaussian Elimination/003 What is pivoting_en.vtt7.2 KB
  62. [TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/003 Interpolation implementation I_en.vtt7.2 KB
  63. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/002 Euler's method introduction_en.vtt7.0 KB
  64. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/011 Loops - for loop_en.vtt6.9 KB
  65. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/007 Runge-Kutta method example I_en.vtt6.9 KB
  66. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/003 Rectangle method implementation_en.vtt6.8 KB
  67. [TutsNode.com] - Numerical Methods and Optimization in Python/04 - Linear Systems and Gaussian Elimination/001 What is Gaussian elimination_en.vtt6.8 KB
  68. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/003 Using the constructor_en.vtt6.8 KB
  69. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/011 Modules_en.vtt6.7 KB
  70. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/003 The original formula_en.vtt6.7 KB
  71. [TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/002 Interpolation illustration_en.vtt6.7 KB
  72. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/008 Operations_en.vtt6.6 KB
  73. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/010 Original scientific paper of PageRank algorithm.html254 bytes
  74. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/001 Graph representation of the WWW_en.vtt6.5 KB
  75. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/007 Reading CSV and text files_en.vtt6.5 KB
  76. [TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/003 Bisection method implementation_en.vtt6.4 KB
  77. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/001 First steps in Python_en.vtt6.4 KB
  78. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/005 Lists in Python_en.vtt6.4 KB
  79. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/002 Matrix multiplication implementation_en.vtt6.4 KB
  80. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/006 Stochastic gradient descent implementation II_en.vtt6.4 KB
  81. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/009 Power method_en.vtt6.3 KB
  82. [TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/004 LagrangeInterpolation.py2.1 KB
  83. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/013 Doubly linked list implementation in Python_en.vtt6.2 KB
  84. [TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/005 Applications of interpolation_en.vtt2.9 KB
  85. [TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/006 Mathematical formulation of interpolation.html265 bytes
  86. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/002 Defining functions_en.vtt6.1 KB
  87. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/007 Lists in Python - list comprehension_en.vtt6.1 KB
  88. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/015 Break and continue_en.vtt6.1 KB
  89. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/004 DataFrames_en.vtt6.1 KB
  90. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/003 Euler's method example_en.vtt6.1 KB
  91. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/010 Polymorphism and abstraction example_en.vtt6.0 KB
  92. [TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/003 BisectionMethod.py360 bytes
  93. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/007 Simpson's method implementation_en.vtt6.0 KB
  94. [TutsNode.com] - Numerical Methods and Optimization in Python/07 - Eigenvalues And Eigenvectors/001 What are eigenvalues and eigenvectors_en.vtt6.0 KB
  95. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/002 Rectangle method introduction_en.vtt5.9 KB
  96. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/007 Operators_en.vtt5.9 KB
  97. [TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/005 NewtonRaphsonMethod.py294 bytes
  98. [TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/006 Mathematical formulation of root finding.html271 bytes
  99. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/013 Vectorization example I_en.vtt5.8 KB
  100. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/006 Yield operator_en.vtt5.8 KB
  101. [TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/006 The random surfer model_en.vtt5.7 KB
  102. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/006 Simpson's method introduction_en.vtt5.6 KB
  103. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/002 What are the basic data types_en.vtt5.6 KB
  104. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/003 Running time analysis of matrix multiplication_en.vtt5.6 KB
  105. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/003 RectangleIntegral.py376 bytes
  106. [TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/004 Interpolation implementation II_en.vtt5.5 KB
  107. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/005 Trapezoidal integral implementation_en.vtt5.3 KB
  108. [TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/004 Newton method introduction_en.vtt5.3 KB
  109. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/011 Mutability and immutability_en.vtt5.3 KB
  110. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/005 TrapezoidalIntegral.py468 bytes
  111. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/009 What is polymorphism_en.vtt5.2 KB
  112. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/010 ADAM optimizer introduction_en.vtt5.2 KB
  113. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/001 What are functions_en.vtt5.2 KB
  114. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/006 Lists and NumPy arrays_en.vtt5.1 KB
  115. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/007 SimpsonMethod.py511 bytes
  116. [TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/008 Mathematical formulation of numerical integration.html245 bytes
  117. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/005 Private variables and name mangling_en.vtt5.1 KB
  118. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/001 Matrix multiplication introduction_en.vtt5.1 KB
  119. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/006 Runge-Kutta method introduction_en.vtt5.0 KB
  120. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/001 What is the key advantage of NumPy_en.vtt5.0 KB
  121. [TutsNode.com] - Numerical Methods and Optimization in Python/12 - #3 Challenge - Monte-Carlo Integration/002 MonteCarloIntegral.py1.2 KB
  122. [TutsNode.com] - Numerical Methods and Optimization in Python/12 - #3 Challenge - Monte-Carlo Integration/003 Monte-Carlo integral implementation II_en.vtt5.0 KB
  123. [TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/005 Types_en.vtt4.9 KB
  124. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/007 What are the most relevant built-in functions_en.vtt4.9 KB
  125. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/007 The super keyword_en.vtt4.9 KB
  126. [TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/006 Speed comparison - DataFrame operations_en.vtt4.9 KB
  127. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/004 Class variables and instance variables_en.vtt4.9 KB
  128. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/008 Runge-Kutta method example II_en.vtt4.9 KB
  129. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/012 Loops - while loop_en.vtt4.9 KB
  130. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/005 Inner product_en.vtt4.9 KB
  131. [TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/002 Bisection method introduction_en.vtt4.8 KB
  132. [TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/009 Local vs global variables_en.vtt4.8 KB
  133. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/003 EulerMethodExample1.py449 bytes
  134. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/003 Gradient descent with momentum_en.vtt4.7 KB
  135. [TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/005 Newton method implementation_en.vtt4.7 KB
  136. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/004 EulerMethodExample2.py421 bytes
  137. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/005 Euler's method example - pendulum with drag_en.vtt4.7 KB
  138. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/006 Type casting_en.vtt4.7 KB
  139. [TutsNode.com] - Numerical Methods and Optimization in Python/02 - ### NUMERICAL METHODS ###/003 Rounding errors_en.vtt4.7 KB
  140. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/004 Matrix vector multiplication_en.vtt4.6 KB
  141. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/008 Conditional statements_en.vtt4.6 KB
  142. [TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/007 Matrix operations with NumPy_en.vtt4.5 KB
  143. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/007 RungeKuttaExample1.py648 bytes
  144. [TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/014 Enumerate_en.vtt4.3 KB
  145. [TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/010 What are tuples_en.vtt4.3 KB
  146. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/008 RungeKuttaExample2.py663 bytes
  147. [TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/009 Mathematical formulation of numerical differentiation.html251 bytes
  148. [TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/009 What is RMSProp_en.vtt4.3 KB
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  150. [TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/006 What is inheritance in OOP_en.vtt4.1 KB
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  481. [TutsNode.com] - Numerical Methods and Optimization in Python/22 - Course Materials (DOWNLOADS)/001 numerical-methods.zip3.3 MB

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