Filename Size ~Get Your Files Here !/01 - Introduction/001 Introduction.mp4 13.6 MB ~Get Your Files Here !/01 - Introduction/001 Introduction_en.vtt 2.4 KB ~Get Your Files Here !/02 - ### NUMERICAL METHODS ###/001 Floating point numbers.mp4 24.5 MB ~Get Your Files Here !/02 - ### NUMERICAL METHODS ###/001 Floating point numbers_en.vtt 9.1 KB ~Get Your Files Here !/02 - ### NUMERICAL METHODS ###/002 Precision and accuracy.mp4 9.4 MB ~Get Your Files Here !/02 - ### NUMERICAL METHODS ###/002 Precision and accuracy_en.vtt 3.5 KB ~Get Your Files Here !/02 - ### NUMERICAL METHODS ###/003 Rounding errors.mp4 14.1 MB ~Get Your Files Here !/02 - ### NUMERICAL METHODS ###/003 Rounding errors_en.vtt 4.7 KB ~Get Your Files Here !/02 - ### NUMERICAL METHODS ###/004 Speed consideration - C, Java and Python.mp4 27.5 MB ~Get Your Files Here !/02 - ### NUMERICAL METHODS ###/004 Speed consideration - C, Java and Python_en.vtt 7.6 KB ~Get Your Files Here !/03 - Linear Algebra/001 Matrix multiplication introduction.mp4 12.5 MB ~Get Your Files Here !/03 - Linear Algebra/001 Matrix multiplication introduction_en.vtt 5.1 KB ~Get Your Files Here !/03 - Linear Algebra/002 Matrix multiplication implementation.mp4 20.6 MB ~Get Your Files Here !/03 - Linear Algebra/002 Matrix multiplication implementation_en.vtt 6.4 KB ~Get Your Files Here !/03 - Linear Algebra/002 MatrixMultiplication.py 496 B ~Get Your Files Here !/03 - Linear Algebra/003 Running time analysis of matrix multiplication.mp4 27 MB ~Get Your Files Here !/03 - Linear Algebra/003 Running time analysis of matrix multiplication_en.vtt 5.6 KB ~Get Your Files Here !/03 - Linear Algebra/004 Matrix vector multiplication.mp4 13.4 MB ~Get Your Files Here !/03 - Linear Algebra/004 Matrix vector multiplication_en.vtt 4.6 KB ~Get Your Files Here !/03 - Linear Algebra/004 MatrixVectorMultiplication.py 423 B ~Get Your Files Here !/03 - Linear Algebra/005 Inner product.mp4 16.6 MB ~Get Your Files Here !/03 - Linear Algebra/005 Inner product_en.vtt 4.9 KB ~Get Your Files Here !/03 - Linear Algebra/005 InnerProduct.py 386 B ~Get Your Files Here !/03 - Linear Algebra/006 Lists and NumPy arrays.mp4 19.4 MB ~Get Your Files Here !/03 - Linear Algebra/006 Lists and NumPy arrays_en.vtt 5.1 KB ~Get Your Files Here !/03 - Linear Algebra/007 Matrix operations with NumPy.mp4 13.7 MB ~Get Your Files Here !/03 - Linear Algebra/007 Matrix operations with NumPy_en.vtt 4.5 KB ~Get Your Files Here !/04 - Linear Systems and Gaussian Elimination/001 What is Gaussian elimination.mp4 16.8 MB ~Get Your Files Here !/04 - Linear Systems and Gaussian Elimination/001 What is Gaussian elimination_en.vtt 6.8 KB ~Get Your Files Here !/04 - Linear Systems and Gaussian Elimination/002 Gaussian elimination illustration.mp4 13.6 MB ~Get Your Files Here !/04 - Linear Systems and Gaussian Elimination/002 Gaussian elimination illustration_en.vtt 7.8 KB ~Get Your Files Here !/04 - Linear Systems and Gaussian Elimination/003 What is pivoting.mp4 19.8 MB ~Get Your Files Here !/04 - Linear Systems and Gaussian Elimination/003 What is pivoting_en.vtt 7.2 KB ~Get Your Files Here !/04 - Linear Systems and Gaussian Elimination/004 Gaussian elimination and singular matrixes.mp4 8.7 MB ~Get Your Files Here !/04 - Linear Systems and Gaussian Elimination/004 Gaussian elimination and singular matrixes_en.vtt 4 KB ~Get Your Files Here !/04 - Linear Systems and Gaussian Elimination/005 Mathematical formulation of Gaussian elimination.html 345 B ~Get Your Files Here !/05 - Gauss Elimination Implementation/001 Gaussian elimination implementation I.mp4 35.7 MB ~Get Your Files Here !/05 - Gauss Elimination Implementation/001 Gaussian elimination implementation I_en.vtt 11.5 KB ~Get Your Files Here !/05 - Gauss Elimination Implementation/002 GaussElimination.py 838 B ~Get Your Files Here !/05 - Gauss Elimination Implementation/002 Gaussian elimination implementation II.mp4 29.6 MB ~Get Your Files Here !/05 - Gauss Elimination Implementation/002 Gaussian elimination implementation II_en.vtt 8 KB ~Get Your Files Here !/06 - #1 Challenge - Portfolio Optimization/001 Portfolio optimization introduction.mp4 13.1 MB ~Get Your Files Here !/06 - #1 Challenge - Portfolio Optimization/001 Portfolio optimization introduction_en.vtt 4 KB ~Get Your Files Here !/06 - #1 Challenge - Portfolio Optimization/002 Portfolio optimization implementation.mp4 13.8 MB ~Get Your Files Here !/06 - #1 Challenge - Portfolio Optimization/002 Portfolio optimization implementation_en.vtt 3 KB ~Get Your Files Here !/07 - Eigenvalues And Eigenvectors/001 What are eigenvalues and eigenvectors.mp4 14.4 MB ~Get Your Files Here !/07 - Eigenvalues And Eigenvectors/001 What are eigenvalues and eigenvectors_en.vtt 6 KB ~Get Your Files Here !/07 - Eigenvalues And Eigenvectors/002 Eigenvalues and eigenvectors implementation.mp4 10.8 MB ~Get Your Files Here !/07 - Eigenvalues And Eigenvectors/002 Eigenvalues and eigenvectors implementation_en.vtt 3.5 KB ~Get Your Files Here !/07 - Eigenvalues And Eigenvectors/003 Applications of eigenvectors in machine learning.mp4 10.6 MB ~Get Your Files Here !/07 - Eigenvalues And Eigenvectors/003 Applications of eigenvectors in machine learning_en.vtt 2.2 KB ~Get Your Files Here !/07 - Eigenvalues And Eigenvectors/004 Mathematical formulation of eigenvectors.html 261 B ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/001 Graph representation of the WWW.mp4 25.1 MB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/001 Graph representation of the WWW_en.vtt 6.5 KB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/002 Crawling the web with breadth-first search.mp4 25.9 MB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/002 Crawling the web with breadth-first search_en.vtt 8.3 KB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/003 The original formula.mp4 17.8 MB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/003 The original formula_en.vtt 6.7 KB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/004 PageRank algorithm example.mp4 24.9 MB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/004 PageRank algorithm example_en.vtt 11.2 KB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/005 Matrix representation of the problem.mp4 29.1 MB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/005 Matrix representation of the problem_en.vtt 9.8 KB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/006 The random surfer model.mp4 18.8 MB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/006 The random surfer model_en.vtt 5.7 KB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/007 What are the problems with the random surfer model.mp4 12.3 MB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/007 What are the problems with the random surfer model_en.vtt 4.1 KB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/008 PageRank algorithm - the final formula.mp4 37.7 MB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/008 PageRank algorithm - the final formula_en.vtt 8.9 KB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/009 Power method.mp4 21.3 MB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/009 Power method_en.vtt 6.3 KB ~Get Your Files Here !/08 - #2 Challenge - Google's PageRank Algorithm/010 Original scientific paper of PageRank algorithm.html 254 B ~Get Your Files Here !/09 - Interpolation/001 What is interpolation.mp4 38.7 MB ~Get Your Files Here !/09 - Interpolation/001 What is interpolation_en.vtt 10.8 KB ~Get Your Files Here !/09 - Interpolation/002 Interpolation illustration.mp4 15.1 MB ~Get Your Files Here !/09 - Interpolation/002 Interpolation illustration_en.vtt 6.7 KB ~Get Your Files Here !/09 - Interpolation/003 Interpolation implementation I.mp4 26.1 MB ~Get Your Files Here !/09 - Interpolation/003 Interpolation implementation I_en.vtt 7.2 KB ~Get Your Files Here !/09 - Interpolation/004 Interpolation implementation II.mp4 30.9 MB ~Get Your Files Here !/09 - Interpolation/004 Interpolation implementation II_en.vtt 5.5 KB ~Get Your Files Here !/09 - Interpolation/004 LagrangeInterpolation.py 2.1 KB ~Get Your Files Here !/09 - Interpolation/005 Applications of interpolation.mp4 8.6 MB ~Get Your Files Here !/09 - Interpolation/005 Applications of interpolation_en.vtt 2.9 KB ~Get Your Files Here !/09 - Interpolation/006 Mathematical formulation of interpolation.html 265 B ~Get Your Files Here !/10 - Root Finding/001 Root of functions introduction.mp4 12.3 MB ~Get Your Files Here !/10 - Root Finding/001 Root of functions introduction_en.vtt 4.1 KB ~Get Your Files Here !/10 - Root Finding/002 Bisection method introduction.mp4 10.2 MB ~Get Your Files Here !/10 - Root Finding/002 Bisection method introduction_en.vtt 4.8 KB ~Get Your Files Here !/10 - Root Finding/003 Bisection method implementation.mp4 24.1 MB ~Get Your Files Here !/10 - Root Finding/003 Bisection method implementation_en.vtt 6.4 KB ~Get Your Files Here !/10 - Root Finding/003 BisectionMethod.py 360 B ~Get Your Files Here !/10 - Root Finding/004 Newton method introduction.mp4 16.4 MB ~Get Your Files Here !/10 - Root Finding/004 Newton method introduction_en.vtt 5.3 KB ~Get Your Files Here !/10 - Root Finding/005 Newton method implementation.mp4 15.8 MB ~Get Your Files Here !/10 - Root Finding/005 Newton method implementation_en.vtt 4.7 KB ~Get Your Files Here !/10 - Root Finding/005 NewtonRaphsonMethod.py 294 B ~Get Your Files Here !/10 - Root Finding/006 Mathematical formulation of root finding.html 271 B ~Get Your Files Here !/11 - Numerical Integration/001 Integration introduction.mp4 10.9 MB ~Get Your Files Here !/11 - Numerical Integration/001 Integration introduction_en.vtt 3.8 KB