Index of /files/Udemy/Udemy - Computational Physics Scientific Programming with Python 2021-1/03 - Series expansion, interpolation & data fitting/

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001 Introduction.mp4                               26-Jan-2022 16:38            34777595
001 Introduction_en.srt                            26-Jan-2022 16:38                2249
002 03-Interpolation-template.ipynb                26-Jan-2022 16:38                9494
002 Template file.html                             26-Jan-2022 16:38                 139
003 Taylor expansion of exponential function.mp4   26-Jan-2022 16:39            51519959
003 Taylor expansion of exponential function_en..> 26-Jan-2022 16:39               13334
004 Taylor expansion of sin function.mp4           26-Jan-2022 16:39            31897931
004 Taylor expansion of sin function_en.srt        26-Jan-2022 16:39                8011
005 Numerically calculating (higher) derivative..> 26-Jan-2022 16:39            51319602
005 Numerically calculating (higher) derivative..> 26-Jan-2022 16:39               13294
006 Taylor expansion of general function.mp4       26-Jan-2022 16:39            59705191
006 Taylor expansion of general function_en.srt    26-Jan-2022 16:39               11033
007 Interpolation.mp4                              26-Jan-2022 16:39            38473415
007 Interpolation_en.srt                           26-Jan-2022 16:39               10141
008 Linear and cubic splines.mp4                   26-Jan-2022 16:39            38264444
008 Linear and cubic splines_en.srt                26-Jan-2022 16:39                9647
009 Using splines to fit perturbed data.mp4        26-Jan-2022 16:39            41563812
009 Using splines to fit perturbed data_en.srt     26-Jan-2022 16:39                9599
010 Perfect interpolation using polynomials - S..> 26-Jan-2022 16:39            85026516
010 Perfect interpolation using polynomials - S..> 26-Jan-2022 16:39               18077
011 [Exercise] (optional) Generalize the proced..> 26-Jan-2022 16:39                 243
012 Fitting a polynomial model function.mp4        26-Jan-2022 16:39            24330783
012 Fitting a polynomial model function_en.srt     26-Jan-2022 16:39                6238
013 Calculating the fitting error.mp4              26-Jan-2022 16:39            33769316
013 Calculating the fitting error_en.srt           26-Jan-2022 16:39                8865
014 Calculating the gradient of the error.mp4      26-Jan-2022 16:39            61935863
014 Calculating the gradient of the error_en.srt   26-Jan-2022 16:39               12695
015 Update the coefficients using gradient desc..> 26-Jan-2022 16:39            71031086
015 Update the coefficients using gradient desc..> 26-Jan-2022 16:39               15761
016 [Exercise] (optional) Try a different model..> 26-Jan-2022 16:39                 380
017 Section recap.mp4                              26-Jan-2022 16:39            16060360
017 Section recap_en.srt                           26-Jan-2022 16:40                1010
018 03-Interpolation-template.ipynb                26-Jan-2022 16:40                9494
018 03-Interpolation.ipynb                         26-Jan-2022 16:40              251131
018 Resources & Links.html                         26-Jan-2022 16:40                 473
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