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Numerical Methods and Optimization in Python

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File Name
Size
[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/005 Stochastic gradient descent implementation I.mp4
106 MB
TutsNode.com.txt
63 B
[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/005 Stochastic gradient descent implementation I_en.vtt
24 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/01 - Introduction/001 Introduction_en.vtt
2.4 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/008 ADAGrad implementation_en.vtt
14 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/004 Euler's method example - pendulum_en.vtt
13 kB
[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.vtt
13 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/004 Stochastic gradient descent introduction_en.vtt
12 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/003 Positional arguments and keyword arguments_en.vtt
12 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/05 - Gauss Elimination Implementation/001 Gaussian elimination implementation I_en.vtt
12 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/017 Sorting_en.vtt
11 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/002 Gradient descent implementation_en.vtt
11 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/004 PageRank algorithm example_en.vtt
11 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/005 DataFrame operations_en.vtt
11 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/12 - #3 Challenge - Monte-Carlo Integration/003 MonteCarloIntegral2.py
676 B
[TutsNode.com] - Numerical Methods and Optimization in Python/22 - Course Materials (DOWNLOADS)/001 Course material.html
58 B
[TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/002 MatrixMultiplication.py
496 B
[TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/001 What is interpolation_en.vtt
11 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/015 Dictionaries in Python_en.vtt
11 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/003 Dimension of arrays_en.vtt
11 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/008 What is recursion_en.vtt
11 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/004 MatrixVectorMultiplication.py
423 B
[TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/012 What are linked list data structures_en.vtt
10 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/011 ADAM optimizer implementation_en.vtt
10 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/005 InnerProduct.py
386 B
[TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/001 How to deal with differential equations_en.vtt
9.8 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/005 Matrix representation of the problem_en.vtt
9.8 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/014 Hashing and O(1) running time complexity_en.vtt
9.7 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/016 Sets in Python_en.vtt
9.6 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/12 - #3 Challenge - Monte-Carlo Integration/002 Monte-Carlo integral implementation I_en.vtt
9.5 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/004 Indexes and slicing_en.vtt
9.4 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/02 - ### NUMERICAL METHODS ###/001 Floating point numbers_en.vtt
9.1 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/013 Comparing objects - overriding functions_en.vtt
9.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/009 How to use multiple conditions_en.vtt
9.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/008 PageRank algorithm - the final formula_en.vtt
8.9 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/006 Reshape_en.vtt
8.8 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/004 Strings_en.vtt
8.8 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/04 - Linear Systems and Gaussian Elimination/005 Mathematical formulation of Gaussian elimination.html
345 B
[TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/006 Lists in Python - advanced operations_en.vtt
8.7 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/009 Data filtering_en.vtt
8.7 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/05 - Gauss Elimination Implementation/002 GaussElimination.py
838 B
[TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/004 What are array data structures II_en.vtt
8.6 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/002 Creating and updating arrays_en.vtt
8.5 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/002 Crawling the web with breadth-first search_en.vtt
8.3 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/003 Series_en.vtt
8.2 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/12 - #3 Challenge - Monte-Carlo Integration/001 What is the Monte-Carlo method_en.vtt
8.1 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/003 What are array data structures I_en.vtt
8.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/05 - Gauss Elimination Implementation/002 Gaussian elimination implementation II_en.vtt
8.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/010 Using the apply() function_en.vtt
7.9 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/001 What is gradient descent_en.vtt
7.9 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/001 What is Pandas_en.vtt
7.9 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/04 - Linear Systems and Gaussian Elimination/002 Gaussian elimination illustration_en.vtt
7.8 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/07 - Eigenvalues And Eigenvectors/003 Applications of eigenvectors in machine learning_en.vtt
2.2 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/07 - Eigenvalues And Eigenvectors/004 Mathematical formulation of eigenvectors.html
261 B
[TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/004 Trapezoidal integral introduction_en.vtt
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[TutsNode.com] - Numerical Methods and Optimization in Python/02 - ### NUMERICAL METHODS ###/004 Speed consideration - C, Java and Python_en.vtt
7.6 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/007 What is ADAGrad_en.vtt
7.5 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/012 What is vectorization_en.vtt
7.5 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/005 String slicing_en.vtt
7.4 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/007 Stacking and merging arrays_en.vtt
7.3 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/04 - Linear Systems and Gaussian Elimination/003 What is pivoting_en.vtt
7.2 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/003 Interpolation implementation I_en.vtt
7.2 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/002 Euler's method introduction_en.vtt
7.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/011 Loops - for loop_en.vtt
6.9 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/007 Runge-Kutta method example I_en.vtt
6.9 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/003 Rectangle method implementation_en.vtt
6.8 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/04 - Linear Systems and Gaussian Elimination/001 What is Gaussian elimination_en.vtt
6.8 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/003 Using the constructor_en.vtt
6.8 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/011 Modules_en.vtt
6.7 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/003 The original formula_en.vtt
6.7 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/002 Interpolation illustration_en.vtt
6.7 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/008 Operations_en.vtt
6.6 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/010 Original scientific paper of PageRank algorithm.html
254 B
[TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/001 Graph representation of the WWW_en.vtt
6.5 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/007 Reading CSV and text files_en.vtt
6.5 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/003 Bisection method implementation_en.vtt
6.4 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/001 First steps in Python_en.vtt
6.4 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/005 Lists in Python_en.vtt
6.4 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/002 Matrix multiplication implementation_en.vtt
6.4 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/006 Stochastic gradient descent implementation II_en.vtt
6.4 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/009 Power method_en.vtt
6.3 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/004 LagrangeInterpolation.py
2.1 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/013 Doubly linked list implementation in Python_en.vtt
6.2 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/005 Applications of interpolation_en.vtt
2.9 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/006 Mathematical formulation of interpolation.html
265 B
[TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/002 Defining functions_en.vtt
6.1 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/007 Lists in Python - list comprehension_en.vtt
6.1 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/015 Break and continue_en.vtt
6.1 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/004 DataFrames_en.vtt
6.1 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/003 Euler's method example_en.vtt
6.1 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/010 Polymorphism and abstraction example_en.vtt
6.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/003 BisectionMethod.py
360 B
[TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/007 Simpson's method implementation_en.vtt
6.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/07 - Eigenvalues And Eigenvectors/001 What are eigenvalues and eigenvectors_en.vtt
6.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/002 Rectangle method introduction_en.vtt
5.9 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/007 Operators_en.vtt
5.9 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/005 NewtonRaphsonMethod.py
294 B
[TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/006 Mathematical formulation of root finding.html
271 B
[TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/013 Vectorization example I_en.vtt
5.8 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/006 Yield operator_en.vtt
5.8 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/08 - #2 Challenge - Google's PageRank Algorithm/006 The random surfer model_en.vtt
5.7 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/006 Simpson's method introduction_en.vtt
5.6 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/002 What are the basic data types_en.vtt
5.6 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/003 Running time analysis of matrix multiplication_en.vtt
5.6 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/003 RectangleIntegral.py
376 B
[TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/004 Interpolation implementation II_en.vtt
5.5 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/005 Trapezoidal integral implementation_en.vtt
5.3 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/004 Newton method introduction_en.vtt
5.3 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/011 Mutability and immutability_en.vtt
5.3 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/005 TrapezoidalIntegral.py
468 B
[TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/009 What is polymorphism_en.vtt
5.2 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/010 ADAM optimizer introduction_en.vtt
5.2 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/001 What are functions_en.vtt
5.2 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/006 Lists and NumPy arrays_en.vtt
5.1 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/007 SimpsonMethod.py
511 B
[TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/008 Mathematical formulation of numerical integration.html
245 B
[TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/005 Private variables and name mangling_en.vtt
5.1 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/001 Matrix multiplication introduction_en.vtt
5.1 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/006 Runge-Kutta method introduction_en.vtt
5.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/001 What is the key advantage of NumPy_en.vtt
5.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/12 - #3 Challenge - Monte-Carlo Integration/002 MonteCarloIntegral.py
1.2 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/12 - #3 Challenge - Monte-Carlo Integration/003 Monte-Carlo integral implementation II_en.vtt
5.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/005 Types_en.vtt
4.9 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/007 What are the most relevant built-in functions_en.vtt
4.9 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/007 The super keyword_en.vtt
4.9 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/006 Speed comparison - DataFrame operations_en.vtt
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[TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/004 Class variables and instance variables_en.vtt
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[TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/008 Runge-Kutta method example II_en.vtt
4.9 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/012 Loops - while loop_en.vtt
4.9 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/005 Inner product_en.vtt
4.9 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/002 Bisection method introduction_en.vtt
4.8 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/009 Local vs global variables_en.vtt
4.8 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/003 EulerMethodExample1.py
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[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/003 Gradient descent with momentum_en.vtt
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[TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/005 Newton method implementation_en.vtt
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[TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/004 EulerMethodExample2.py
421 B
[TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/005 Euler's method example - pendulum with drag_en.vtt
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[TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/006 Type casting_en.vtt
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[TutsNode.com] - Numerical Methods and Optimization in Python/02 - ### NUMERICAL METHODS ###/003 Rounding errors_en.vtt
4.7 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/004 Matrix vector multiplication_en.vtt
4.6 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/008 Conditional statements_en.vtt
4.6 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/03 - Linear Algebra/007 Matrix operations with NumPy_en.vtt
4.5 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/007 RungeKuttaExample1.py
648 B
[TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/014 Enumerate_en.vtt
4.3 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/010 What are tuples_en.vtt
4.3 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/008 RungeKuttaExample2.py
663 B
[TutsNode.com] - Numerical Methods and Optimization in Python/13 - Differential Equations/009 Mathematical formulation of numerical differentiation.html
251 B
[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/009 What is RMSProp_en.vtt
4.3 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/20 - Appendix #5 - NumPy/008 Filter_en.vtt
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[TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/006 What is inheritance in OOP_en.vtt
4.1 kB
[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
4.1 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/002 GradientDescent.py
1.3 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/10 - Root Finding/001 Root of functions introduction_en.vtt
4.1 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/06 - #1 Challenge - Portfolio Optimization/001 Portfolio optimization introduction_en.vtt
4.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/010 The __main__ function_en.vtt
4.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/014 Vectorization example II_en.vtt
4.0 kB
[TGx]Downloaded from torrentgalaxy.to .txt
585 B
[TutsNode.com] - Numerical Methods and Optimization in Python/04 - Linear Systems and Gaussian Elimination/004 Gaussian elimination and singular matrixes_en.vtt
4.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/005 StochasticGradientDescent.py
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[TutsNode.com] - Numerical Methods and Optimization in Python/18 - Appendix #3 - Data Structures in Python/002 Data structures introduction_en.vtt
4.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/010 Logical operators_en.vtt
4.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/006 StochasticGradientDescentRegression.py
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[TutsNode.com] - Numerical Methods and Optimization in Python/11 - Numerical Integration/001 Integration introduction_en.vtt
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[TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/012 The __str__ function_en.vtt
3.5 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/07 - Eigenvalues And Eigenvectors/002 Eigenvalues and eigenvectors implementation_en.vtt
3.5 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/02 - ### NUMERICAL METHODS ###/002 Precision and accuracy_en.vtt
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[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/008 GradientDescentAdaGrad.py
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[TutsNode.com] - Numerical Methods and Optimization in Python/21 - Appendix #6 - Pandas/002 First steps_en.vtt
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[TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/005 Returning multiple values_en.vtt
3.4 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/12 - #3 Challenge - Monte-Carlo Integration/004 Applications of Monte-Carlo simulations in finance_en.vtt
3.3 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/19 - Appendix #4 - Object Oriented Programming (OOP)/002 Class and objects basics_en.vtt
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[TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/013 What are nested loops_en.vtt
3.0 kB
[TutsNode.com] - Numerical Methods and Optimization in Python/06 - #1 Challenge - Portfolio Optimization/002 Portfolio optimization implementation_en.vtt
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[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/011 ADAM.py
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[TutsNode.com] - Numerical Methods and Optimization in Python/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/012 Mathematical formulation of optimization algorithms in machine learning.html
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[TutsNode.com] - Numerical Methods and Optimization in Python/09 - Interpolation/005 Applications of interpolation.mp4
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[TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/016 Calculating Fibonacci-numbers.mp4
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[TutsNode.com] - Numerical Methods and Optimization in Python/17 - Appendix #2 - Functions/004 Returning values.mp4
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[TutsNode.com] - Numerical Methods and Optimization in Python/16 - Appendix #1 - Python Basics/003 Booleans.mp4
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[TutsNode.com] - Numerical Methods and Optimization in Python/22 - Course Materials (DOWNLOADS)/001 numerical-methods.zip
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