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[ DevCourseWeb.com ] Udemy - Numerical Methods and Optimization in Python
magnet:?xt=urn:btih:42f3e1283060de23236e319e113f7f6bcf88318d&dn=[ DevCourseWeb.com ] Udemy - Numerical Methods and Optimization in Python
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Hash值:
42f3e1283060de23236e319e113f7f6bcf88318d
点击数:
12
文件大小:
3.37 GB
文件数量:
148
创建日期:
2024-4-24 06:34
最后访问:
2024-5-16 15:35
访问标签:
DevCourseWeb
com
Udemy
-
Numerical
Methods
and
Optimization
in
Python
文件列表详情
~Get Your Files Here !/01 - Introduction/001 Introduction.mp4 13.6 MB
~Get Your Files Here !/02 - ### NUMERICAL METHODS ###/001 Floating point numbers.mp4 24.48 MB
~Get Your Files Here !/02 - ### NUMERICAL METHODS ###/002 Precision and accuracy.mp4 9.44 MB
~Get Your Files Here !/02 - ### NUMERICAL METHODS ###/003 Rounding errors.mp4 14.12 MB
~Get Your Files Here !/02 - ### NUMERICAL METHODS ###/004 Speed consideration - C, Java and Python.mp4 27.51 MB
~Get Your Files Here !/03 - Linear Algebra/001 Matrix multiplication introduction.mp4 12.46 MB
~Get Your Files Here !/03 - Linear Algebra/002 Matrix multiplication implementation.mp4 20.57 MB
~Get Your Files Here !/03 - Linear Algebra/003 Running time analysis of matrix multiplication.mp4 27.04 MB
~Get Your Files Here !/03 - Linear Algebra/004 Matrix vector multiplication.mp4 13.41 MB
~Get Your Files Here !/03 - Linear Algebra/005 Inner product.mp4 16.56 MB
~Get Your Files Here !/03 - Linear Algebra/006 Lists and NumPy arrays.mp4 19.4 MB
~Get Your Files Here !/03 - Linear Algebra/007 Matrix operations with NumPy.mp4 13.69 MB
~Get Your Files Here !/04 - Linear Systems and Gaussian Elimination/001 What is Gaussian elimination.mp4 16.82 MB
~Get Your Files Here !/04 - Linear Systems and Gaussian Elimination/002 Gaussian elimination illustration.mp4 13.62 MB
~Get Your Files Here !/04 - Linear Systems and Gaussian Elimination/003 What is pivoting.mp4 19.76 MB
~Get Your Files Here !/04 - Linear Systems and Gaussian Elimination/004 Gaussian elimination and singular matrixes.mp4 8.69 MB
~Get Your Files Here !/05 - Gauss Elimination Implementation/001 Gaussian elimination implementation I.mp4 35.67 MB
~Get Your Files Here !/05 - Gauss Elimination Implementation/002 Gaussian elimination implementation II.mp4 29.57 MB
~Get Your Files Here !/06 - #1 Challenge - Portfolio Optimization/001 Portfolio optimization introduction.mp4 13.13 MB
~Get Your Files Here !/06 - #1 Challenge - Portfolio Optimization/002 Portfolio optimization implementation.mp4 13.84 MB
~Get Your Files Here !/07 - Eigenvalues And Eigenvectors/001 What are eigenvalues and eigenvectors.mp4 14.38 MB
~Get Your Files Here !/07 - Eigenvalues And Eigenvectors/002 Eigenvalues and eigenvectors implementation.mp4 10.84 MB
~Get Your Files Here !/07 - Eigenvalues And Eigenvectors/003 Applications of eigenvectors in machine learning.mp4 10.65 MB
~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/001 Graph representation of the WWW.mp4 25.06 MB
~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/002 Crawling the web with breadth-first search.mp4 25.88 MB
~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/003 The original formula.mp4 17.78 MB
~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/004 PageRank algorithm example.mp4 24.94 MB
~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/005 Matrix representation of the problem.mp4 29.07 MB
~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/006 The random surfer model.mp4 18.81 MB
~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/007 What are the problems with the random surfer model.mp4 12.26 MB
~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/008 PageRank algorithm - the final formula.mp4 37.74 MB
~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/009 Power method.mp4 21.32 MB
~Get Your Files Here !/09 - Interpolation/001 What is interpolation.mp4 38.72 MB
~Get Your Files Here !/09 - Interpolation/002 Interpolation illustration.mp4 15.11 MB
~Get Your Files Here !/09 - Interpolation/003 Interpolation implementation I.mp4 26.13 MB
~Get Your Files Here !/09 - Interpolation/004 Interpolation implementation II.mp4 30.85 MB
~Get Your Files Here !/09 - Interpolation/005 Applications of interpolation.mp4 8.61 MB
~Get Your Files Here !/10 - Root Finding/001 Root of functions introduction.mp4 12.28 MB
~Get Your Files Here !/10 - Root Finding/002 Bisection method introduction.mp4 10.17 MB
~Get Your Files Here !/10 - Root Finding/003 Bisection method implementation.mp4 24.12 MB
~Get Your Files Here !/10 - Root Finding/004 Newton method introduction.mp4 16.4 MB
~Get Your Files Here !/10 - Root Finding/005 Newton method implementation.mp4 15.79 MB
~Get Your Files Here !/11 - Numerical Integration/001 Integration introduction.mp4 10.91 MB
~Get Your Files Here !/11 - Numerical Integration/002 Rectangle method introduction.mp4 18.05 MB
~Get Your Files Here !/11 - Numerical Integration/003 Rectangle method implementation.mp4 22.38 MB
~Get Your Files Here !/11 - Numerical Integration/004 Trapezoidal integral introduction.mp4 19.06 MB
~Get Your Files Here !/11 - Numerical Integration/005 Trapezoidal integral implementation.mp4 17.61 MB
~Get Your Files Here !/11 - Numerical Integration/006 Simpson's method introduction.mp4 11.99 MB
~Get Your Files Here !/11 - Numerical Integration/007 Simpson's method implementation.mp4 20.56 MB
~Get Your Files Here !/12 - #3 Challenge - Monte-Carlo Integration/001 What is the Monte-Carlo method.mp4 30.11 MB
~Get Your Files Here !/12 - #3 Challenge - Monte-Carlo Integration/002 Monte-Carlo integral implementation I.mp4 39.77 MB
~Get Your Files Here !/12 - #3 Challenge - Monte-Carlo Integration/003 Monte-Carlo integral implementation II.mp4 24.52 MB
~Get Your Files Here !/12 - #3 Challenge - Monte-Carlo Integration/004 Applications of Monte-Carlo simulations in finance.mp4 14.29 MB
~Get Your Files Here !/13 - Differential Equations/001 How to deal with differential equations.mp4 24.5 MB
~Get Your Files Here !/13 - Differential Equations/002 Euler's method introduction.mp4 12.94 MB
~Get Your Files Here !/13 - Differential Equations/003 Euler's method example.mp4 19.65 MB
~Get Your Files Here !/13 - Differential Equations/004 Euler's method example - pendulum.mp4 34 MB
~Get Your Files Here !/13 - Differential Equations/005 Euler's method example - pendulum with drag.mp4 16.15 MB
~Get Your Files Here !/13 - Differential Equations/006 Runge-Kutta method introduction.mp4 14.24 MB
~Get Your Files Here !/13 - Differential Equations/007 Runge-Kutta method example I.mp4 24.49 MB
~Get Your Files Here !/13 - Differential Equations/008 Runge-Kutta method example II.mp4 22.2 MB
~Get Your Files Here !/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/001 What is gradient descent.mp4 27.8 MB
~Get Your Files Here !/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/002 Gradient descent implementation.mp4 47.54 MB
~Get Your Files Here !/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/003 Gradient descent with momentum.mp4 20.02 MB
~Get Your Files Here !/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/004 Stochastic gradient descent introduction.mp4 36.45 MB
~Get Your Files Here !/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/005 Stochastic gradient descent implementation I.mp4 105.86 MB
~Get Your Files Here !/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/006 Stochastic gradient descent implementation II.mp4 41.23 MB
~Get Your Files Here !/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/007 What is ADAGrad.mp4 22.13 MB
~Get Your Files Here !/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/008 ADAGrad implementation.mp4 63.99 MB
~Get Your Files Here !/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/009 What is RMSProp.mp4 19.12 MB
~Get Your Files Here !/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/010 ADAM optimizer introduction.mp4 12.31 MB
~Get Your Files Here !/14 - ### NUMERICAL OPTIMIZATION (MACHINE LEARNING ALGORITHMS) ###/011 ADAM optimizer implementation.mp4 43.02 MB
~Get Your Files Here !/16 - Appendix #1 - Python Basics/001 First steps in Python.mp4 13.67 MB
~Get Your Files Here !/16 - Appendix #1 - Python Basics/002 What are the basic data types.mp4 15.7 MB
~Get Your Files Here !/16 - Appendix #1 - Python Basics/003 Booleans.mp4 6.78 MB
~Get Your Files Here !/16 - Appendix #1 - Python Basics/004 Strings.mp4 28.16 MB
~Get Your Files Here !/16 - Appendix #1 - Python Basics/005 String slicing.mp4 25.08 MB
~Get Your Files Here !/16 - Appendix #1 - Python Basics/006 Type casting.mp4 16.74 MB
~Get Your Files Here !/16 - Appendix #1 - Python Basics/007 Operators.mp4 20.63 MB
~Get Your Files Here !/16 - Appendix #1 - Python Basics/008 Conditional statements.mp4 17.81 MB
~Get Your Files Here !/16 - Appendix #1 - Python Basics/009 How to use multiple conditions.mp4 31.41 MB
~Get Your Files Here !/16 - Appendix #1 - Python Basics/010 Logical operators.mp4 17.6 MB
~Get Your Files Here !/16 - Appendix #1 - Python Basics/011 Loops - for loop.mp4 18.95 MB
~Get Your Files Here !/16 - Appendix #1 - Python Basics/012 Loops - while loop.mp4 14.41 MB
~Get Your Files Here !/16 - Appendix #1 - Python Basics/013 What are nested loops.mp4 13.16 MB
~Get Your Files Here !/16 - Appendix #1 - Python Basics/014 Enumerate.mp4 15.13 MB
~Get Your Files Here !/16 - Appendix #1 - Python Basics/015 Break and continue.mp4 20.42 MB
~Get Your Files Here !/16 - Appendix #1 - Python Basics/016 Calculating Fibonacci-numbers.mp4 8.39 MB
~Get Your Files Here !/17 - Appendix #2 - Functions/001 What are functions.mp4 17.29 MB
~Get Your Files Here !/17 - Appendix #2 - Functions/002 Defining functions.mp4 18.85 MB
~Get Your Files Here !/17 - Appendix #2 - Functions/003 Positional arguments and keyword arguments.mp4 46.11 MB
~Get Your Files Here !/17 - Appendix #2 - Functions/004 Returning values.mp4 8.14 MB
~Get Your Files Here !/17 - Appendix #2 - Functions/005 Returning multiple values.mp4 12.17 MB
~Get Your Files Here !/17 - Appendix #2 - Functions/006 Yield operator.mp4 18.28 MB
~Get Your Files Here !/17 - Appendix #2 - Functions/007 What are the most relevant built-in functions.mp4 15.38 MB
~Get Your Files Here !/17 - Appendix #2 - Functions/008 What is recursion.mp4 35.28 MB
~Get Your Files Here !/17 - Appendix #2 - Functions/009 Local vs global variables.mp4 15.01 MB
~Get Your Files Here !/17 - Appendix #2 - Functions/010 The __main__ function.mp4 14.81 MB
~Get Your Files Here !/18 - Appendix #3 - Data Structures in Python/001 How to measure the running time of algorithms.mp4 37.29 MB
~Get Your Files Here !/18 - Appendix #3 - Data Structures in Python/002 Data structures introduction.mp4 13.84 MB
~Get Your Files Here !/18 - Appendix #3 - Data Structures in Python/003 What are array data structures I.mp4 24.99 MB
~Get Your Files Here !/18 - Appendix #3 - Data Structures in Python/004 What are array data structures II.mp4 24.95 MB
~Get Your Files Here !/18 - Appendix #3 - Data Structures in Python/005 Lists in Python.mp4 21.74 MB
~Get Your Files Here !/18 - Appendix #3 - Data Structures in Python/006 Lists in Python - advanced operations.mp4 39.32 MB
~Get Your Files Here !/18 - Appendix #3 - Data Structures in Python/007 Lists in Python - list comprehension.mp4 22.88 MB
~Get Your Files Here !/18 - Appendix #3 - Data Structures in Python/010 What are tuples.mp4 14.73 MB
~Get Your Files Here !/18 - Appendix #3 - Data Structures in Python/011 Mutability and immutability.mp4 18.49 MB
~Get Your Files Here !/18 - Appendix #3 - Data Structures in Python/012 What are linked list data structures.mp4 34.49 MB
~Get Your Files Here !/18 - Appendix #3 - Data Structures in Python/013 Doubly linked list implementation in Python.mp4 24.46 MB
~Get Your Files Here !/18 - Appendix #3 - Data Structures in Python/014 Hashing and O(1) running time complexity.mp4 30.98 MB
~Get Your Files Here !/18 - Appendix #3 - Data Structures in Python/015 Dictionaries in Python.mp4 38.5 MB
~Get Your Files Here !/18 - Appendix #3 - Data Structures in Python/016 Sets in Python.mp4 47.14 MB
~Get Your Files Here !/18 - Appendix #3 - Data Structures in Python/017 Sorting.mp4 50.57 MB
~Get Your Files Here !/19 - Appendix #4 - Object Oriented Programming (OOP)/001 What is object oriented programming (OOP).mp4 12.5 MB
~Get Your Files Here !/19 - Appendix #4 - Object Oriented Programming (OOP)/002 Class and objects basics.mp4 10.48 MB
~Get Your Files Here !/19 - Appendix #4 - Object Oriented Programming (OOP)/003 Using the constructor.mp4 33.59 MB
~Get Your Files Here !/19 - Appendix #4 - Object Oriented Programming (OOP)/004 Class variables and instance variables.mp4 31.01 MB
~Get Your Files Here !/19 - Appendix #4 - Object Oriented Programming (OOP)/005 Private variables and name mangling.mp4 19.13 MB
~Get Your Files Here !/19 - Appendix #4 - Object Oriented Programming (OOP)/006 What is inheritance in OOP.mp4 18.03 MB
~Get Your Files Here !/19 - Appendix #4 - Object Oriented Programming (OOP)/007 The super keyword.mp4 21.23 MB
~Get Your Files Here !/19 - Appendix #4 - Object Oriented Programming (OOP)/008 Function (method) override.mp4 18.17 MB
~Get Your Files Here !/19 - Appendix #4 - Object Oriented Programming (OOP)/009 What is polymorphism.mp4 21.16 MB
~Get Your Files Here !/19 - Appendix #4 - Object Oriented Programming (OOP)/010 Polymorphism and abstraction example.mp4 33.27 MB
~Get Your Files Here !/19 - Appendix #4 - Object Oriented Programming (OOP)/011 Modules.mp4 21.79 MB
~Get Your Files Here !/19 - Appendix #4 - Object Oriented Programming (OOP)/012 The __str__ function.mp4 15.67 MB
~Get Your Files Here !/19 - Appendix #4 - Object Oriented Programming (OOP)/013 Comparing objects - overriding functions.mp4 40.18 MB
~Get Your Files Here !/20 - Appendix #5 - NumPy/001 What is the key advantage of NumPy.mp4 17.18 MB
~Get Your Files Here !/20 - Appendix #5 - NumPy/002 Creating and updating arrays.mp4 33.76 MB
~Get Your Files Here !/20 - Appendix #5 - NumPy/003 Dimension of arrays.mp4 36.26 MB
~Get Your Files Here !/20 - Appendix #5 - NumPy/004 Indexes and slicing.mp4 31.5 MB
~Get Your Files Here !/20 - Appendix #5 - NumPy/005 Types.mp4 19.29 MB
~Get Your Files Here !/20 - Appendix #5 - NumPy/006 Reshape.mp4 33.84 MB
~Get Your Files Here !/20 - Appendix #5 - NumPy/007 Stacking and merging arrays.mp4 27.69 MB
~Get Your Files Here !/20 - Appendix #5 - NumPy/008 Filter.mp4 15.24 MB
~Get Your Files Here !/21 - Appendix #6 - Pandas/001 What is Pandas.mp4 25.43 MB
~Get Your Files Here !/21 - Appendix #6 - Pandas/002 First steps.mp4 10.44 MB
~Get Your Files Here !/21 - Appendix #6 - Pandas/003 Series.mp4 26.94 MB
~Get Your Files Here !/21 - Appendix #6 - Pandas/004 DataFrames.mp4 18.45 MB
~Get Your Files Here !/21 - Appendix #6 - Pandas/005 DataFrame operations.mp4 41.3 MB
~Get Your Files Here !/21 - Appendix #6 - Pandas/006 Speed comparison - DataFrame operations.mp4 28.65 MB
~Get Your Files Here !/21 - Appendix #6 - Pandas/007 Reading CSV and text files.mp4 35.23 MB
~Get Your Files Here !/21 - Appendix #6 - Pandas/008 Operations.mp4 32.93 MB
~Get Your Files Here !/21 - Appendix #6 - Pandas/009 Data filtering.mp4 27.06 MB
~Get Your Files Here !/21 - Appendix #6 - Pandas/010 Using the apply() function.mp4 30.85 MB
~Get Your Files Here !/21 - Appendix #6 - Pandas/011 Speed comparison - loops and apply().mp4 17.77 MB
~Get Your Files Here !/21 - Appendix #6 - Pandas/012 What is vectorization.mp4 26.44 MB
~Get Your Files Here !/21 - Appendix #6 - Pandas/013 Vectorization example I.mp4 22.18 MB
~Get Your Files Here !/21 - Appendix #6 - Pandas/014 Vectorization example II.mp4 20.81 MB
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