download скачать Free download скачать : Numerical Analysis & Methods with Python Theory & Practice
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:4.06 GB

Files Included :

1  Introduction to Numerical Methods.mp4 (19.43 MB)
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1  Introduction to Numerical ODEs.mp4 (71.29 MB)
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2  Forward Euler Method.mp4 (30.53 MB)
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3  Backward Euler Method.mp4 (14.59 MB)
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4  Python Exercise Euler Methods.mp4 (145.78 MB)
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5  Leapforg Method.mp4 (63.59 MB)
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6  Introduction to Runge Kutta 2.mp4 (15.27 MB)
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8  Derivation of Runge Kutta 2.mp4 (52.29 MB)
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1  Python Basics.mp4 (97.96 MB)
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1  Introduction to Number Representation.mp4 (20.49 MB)
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2  Positional Integer Number Systems.mp4 (62.75 MB)
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3  Exercise Integer Number System Base.mp4 (17.99 MB)
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4  Python Exercise Positional Integer Number Systems.mp4 (101.98 MB)
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5  Positional Real Number Systems.mp4 (50.33 MB)
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6  Python Exercise Positional Real Number Systems.mp4 (61.23 MB)
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7  Fix Point Representation.mp4 (45.13 MB)
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8  Floating Point Representation.mp4 (53.63 MB)
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9  IEEE Standard 754 for Floating Point.mp4 (6.38 MB)
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1  Vector Space Introduction.mp4 (48.17 MB)
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10  Python Exercise Matrix operations.mp4 (46.18 MB)
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11  Python Exercise Rank and Null Space of a Matrix.mp4 (80.85 MB)
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2  Vector Subspace.mp4 (35.67 MB)
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3  Python Exercise  vectors using Numpy array.mp4 (135.24 MB)
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4  Linear Span Set.mp4 (29 MB)
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5  Linearly Independent Vector Set.mp4 (43 MB)
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6  Basis and Dimension of Vector Space.mp4 (78.14 MB)
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7  Inner Product.mp4 (64.41 MB)
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8  Linear Transformations and Matrices.mp4 (44.45 MB)
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9  Matrix-Matrix and Matrix-vector multiplication.mp4 (51.7 MB)
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1  Linear System introduction.mp4 (43.5 MB)
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10  QR decomposition.mp4 (27.16 MB)
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11  Python Exercise Gram Schmidt QR-Decomposition.mp4 (159.28 MB)
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2  Matricial Formulation of Linear Systems.mp4 (39.78 MB)
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3  Determinant and Inverse of a Matrix.mp4 (58.57 MB)
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4  EigenValues and EingenVectors.mp4 (27.42 MB)
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5  Matrix diagonalization.mp4 (45.1 MB)
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6  Exercise Diagonalization.mp4 (70.42 MB)
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7  Gaussian Elimination Method.mp4 (44.34 MB)
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8  Gaussian Elimination Augmented Matrix.mp4 (32.08 MB)
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9  Python Exercise Gaussian Elimination.mp4 (72.12 MB)
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1  Root Finding Introduction.mp4 (15.12 MB)
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2  Bisection Method.mp4 (34.84 MB)
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3  Python Exercise Bisection Method.mp4 (37.75 MB)
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4  Newton Method.mp4 (16.12 MB)
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5  Python Exercise Newton Method.mp4 (74.01 MB)
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6  Secant Method.mp4 (13.59 MB)
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7  Python Exercise Secant Method.mp4 (19.33 MB)
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8  Convergence Rate.mp4 (71.11 MB)
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1  Introduction.mp4 (28.36 MB)
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10  Divided Difference Formula.mp4 (40.39 MB)
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11  Python Exercise Runge Phenomenon.mp4 (67.44 MB)
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12  Intro to Piecewise polynomial Interpolation.mp4 (62.15 MB)
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13  Cubic Spline Interpolation part 1.mp4 (40.11 MB)
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14  Cubic spline interpolation part 2.mp4 (50.2 MB)
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15  Python Exercise Cubic Spline.mp4 (108.94 MB)
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2  Polynomial Interpolation Problem.mp4 (12.1 MB)
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3  Existence and Uniqueness of Polynomial Interpolation.mp4 (40.35 MB)
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4  Vandermond Matrix method.mp4 (24.28 MB)
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5  Python Exercise Vandermond Matrix Method.mp4 (45.46 MB)
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6  Lagrange Method.mp4 (32.19 MB)
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7  Python Exercise Lagrange Method.mp4 (31.9 MB)
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8  Newton Method.mp4 (50.59 MB)
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9  Python Exercise Newton Method.mp4 (47.48 MB)
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1  Curve fitting Introduction.mp4 (15.44 MB)
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2  Linear Regression.mp4 (49.2 MB)
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3  Python Exercise Linear Regression.mp4 (32.88 MB)
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4  Multi Linear Regression.mp4 (31.28 MB)
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5  Python Exercise Multi-Linear Regression.mp4 (71.52 MB)
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1  Introduction to Numerical Integration.mp4 (47.57 MB)
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2  Newton Cotes Formulation.mp4 (51.58 MB)
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3  Python Exercise Newton Cotes Part 1.mp4 (83.13 MB)
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4  Python Exercice Newton Cotes Scipy Part 2.mp4 (71.24 MB)
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5  Trapezoidal Rule.mp4 (19.91 MB)
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6  Simpson's Rule.mp4 (22.63 MB)
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7  Error Analysis Error Upper Bound of Newton Cotes methods.mp4 (44.32 MB)
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8  Python Exercise Error Analysis of Newton Cotes methods.mp4 (122.39 MB)
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1  Introuction.mp4 (21.42 MB)
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10  Cauchy Lipshitz Local Theorem 2.mp4 (45.86 MB)
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11  Exercise Cauchy Lipshitz.mp4 (43.56 MB)
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2  ODE Definition.mp4 (35.65 MB)
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3  Linear Homogeneous ODEs.mp4 (28.8 MB)
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4  Linear Non Homegeneous ODEs.mp4 (9.04 MB)
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5  Variation of Parameters method.mp4 (18.38 MB)
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6  Exercise Variation of Parameters.mp4 (27.03 MB)
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7  Variable Separation Method.mp4 (34.92 MB)
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8  Initial Value Problem.mp4 (9.31 MB)
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9  Cauchy Lipshitz Global Theorem 1.mp4 (53.59 MB)
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