Udemy - Computational Physics Scientific Programming with Python
File List
| File | Size |
|---|---|
| 01 - Python installation via Anaconda & Alternatives/001 Hello & Welcome!.html | 550 B |
| 01 - Python installation via Anaconda & Alternatives/002 Overview.png | 234.17 KB |
| 01 - Python installation via Anaconda & Alternatives/002 Structure & Overview of this course.mp4 | 34.57 MB |
| 01 - Python installation via Anaconda & Alternatives/002 Structure & Overview of this course_en.srt | 7.13 KB |
| 01 - Python installation via Anaconda & Alternatives/003 Installing Python via Anaconda for free.mp4 | 40.37 MB |
| 01 - Python installation via Anaconda & Alternatives/003 Installing Python via Anaconda for free_en.srt | 8.7 KB |
| 01 - Python installation via Anaconda & Alternatives/004 Jupyter notebook - Our tool of choice.mp4 | 20.95 MB |
| 01 - Python installation via Anaconda & Alternatives/004 Jupyter notebook - Our tool of choice_en.srt | 7 KB |
| 01 - Python installation via Anaconda & Alternatives/005 Style your notebook.mp4 | 18.24 MB |
| 01 - Python installation via Anaconda & Alternatives/005 Style your notebook_en.srt | 4.16 KB |
| 01 - Python installation via Anaconda & Alternatives/006 HOW TO use this course.mp4 | 28.57 MB |
| 01 - Python installation via Anaconda & Alternatives/006 HOW TO use this course_en.srt | 1.94 KB |
| 01 - Python installation via Anaconda & Alternatives/007 LET'S GET STARTED with scientific programming!.html | 743 B |
| 01 - Python installation via Anaconda & Alternatives/008 (FAQ) Typical problems & errors.html | 1.65 KB |
| 01 - Python installation via Anaconda & Alternatives/009 (optional) Style sheets for your notebook.mp4 | 45.19 MB |
| 01 - Python installation via Anaconda & Alternatives/009 (optional) Style sheets for your notebook_en.srt | 7.34 KB |
| 01 - Python installation via Anaconda & Alternatives/010 (optional) Alternative development environments For large projects - PyCharm.mp4 | 31.51 MB |
| 01 - Python installation via Anaconda & Alternatives/010 (optional) Alternative development environments For large projects - PyCharm_en.srt | 8.73 KB |
| 01 - Python installation via Anaconda & Alternatives/011 (optional) Alternative development environments Allrounder - Visual Studio Code.mp4 | 27.26 MB |
| 01 - Python installation via Anaconda & Alternatives/011 (optional) Alternative development environments Allrounder - Visual Studio Code_en.srt | 7.45 KB |
| 01 - Python installation via Anaconda & Alternatives/012 (optional) Environments & Updates.mp4 | 16.41 MB |
| 01 - Python installation via Anaconda & Alternatives/012 (optional) Environments & Updates_en.srt | 2.98 KB |
| 02 - [Optional] Python Crash Course/001 Introduction to section Optional Python crash course.mp4 | 32.58 MB |
| 02 - [Optional] Python Crash Course/001 Introduction to section Optional Python crash course_en.srt | 2.19 KB |
| 02 - [Optional] Python Crash Course/002 02-Crash-course-template.ipynb | 21.88 KB |
| 02 - [Optional] Python Crash Course/002 Template file.html | 521 B |
| 02 - [Optional] Python Crash Course/003 Numpy & Basic mathematics.mp4 | 23.37 MB |
| 02 - [Optional] Python Crash Course/003 Numpy & Basic mathematics_en.srt | 6.86 KB |
| 02 - [Optional] Python Crash Course/004 Data types of numbers.mp4 | 26.88 MB |
| 02 - [Optional] Python Crash Course/004 Data types of numbers_en.srt | 7.96 KB |
| 02 - [Optional] Python Crash Course/005 Strings.mp4 | 11.84 MB |
| 02 - [Optional] Python Crash Course/005 Strings_en.srt | 3.32 KB |
| 02 - [Optional] Python Crash Course/006 [Solution] Coding Exercise Basic programming sqrt.html | 141 B |
| 02 - [Optional] Python Crash Course/007 Lists.mp4 | 33.18 MB |
| 02 - [Optional] Python Crash Course/007 Lists_en.srt | 10.8 KB |
| 02 - [Optional] Python Crash Course/008 Arrays.mp4 | 47.43 MB |
| 02 - [Optional] Python Crash Course/008 Arrays_en.srt | 12.93 KB |
| 02 - [Optional] Python Crash Course/009 Vectors & Matrices.mp4 | 43.22 MB |
| 02 - [Optional] Python Crash Course/009 Vectors & Matrices_en.srt | 12.79 KB |
| 02 - [Optional] Python Crash Course/010 Dictionaries.mp4 | 22.84 MB |
| 02 - [Optional] Python Crash Course/010 Dictionaries_en.srt | 6.58 KB |
| 02 - [Optional] Python Crash Course/011 Loops & If statements.mp4 | 37.4 MB |
| 02 - [Optional] Python Crash Course/011 Loops & If statements_en.srt | 13 KB |
| 02 - [Optional] Python Crash Course/012 Working with data files.mp4 | 41.43 MB |
| 02 - [Optional] Python Crash Course/012 Working with data files_en.srt | 12.95 KB |
| 02 - [Optional] Python Crash Course/013 Functions.mp4 | 42.14 MB |
| 02 - [Optional] Python Crash Course/013 Functions_en.srt | 13.26 KB |
| 02 - [Optional] Python Crash Course/014 [Solution] Coding Exercise Implement a function with loops.html | 141 B |
| 02 - [Optional] Python Crash Course/015 Plots with matplotlib.mp4 | 68 MB |
| 02 - [Optional] Python Crash Course/015 Plots with matplotlib_en.srt | 17.58 KB |
| 02 - [Optional] Python Crash Course/016 Density plot.mp4 | 57.15 MB |
| 02 - [Optional] Python Crash Course/016 Density plot_en.srt | 13.43 KB |
| 02 - [Optional] Python Crash Course/017 3D Plots.mp4 | 49.45 MB |
| 02 - [Optional] Python Crash Course/017 3D Plots_en.srt | 11.12 KB |
| 02 - [Optional] Python Crash Course/018 Crash course recap.mp4 | 9.13 MB |
| 02 - [Optional] Python Crash Course/018 Crash course recap_en.srt | 701 B |
| 02 - [Optional] Python Crash Course/019 02-Crash-course-template.ipynb | 21.88 KB |
| 02 - [Optional] Python Crash Course/019 02-Crash-course.ipynb | 249.72 KB |
| 02 - [Optional] Python Crash Course/019 Resources & Links.html | 477 B |
| 03 - Series expansion, interpolation & data fitting/001 Introduction.mp4 | 33.17 MB |
| 03 - Series expansion, interpolation & data fitting/001 Introduction_en.srt | 2.2 KB |
| 03 - Series expansion, interpolation & data fitting/002 03-Interpolation-template.ipynb | 9.27 KB |
| 03 - Series expansion, interpolation & data fitting/002 Template file.html | 139 B |
| 03 - Series expansion, interpolation & data fitting/003 Taylor expansion of exponential function.mp4 | 49.13 MB |
| 03 - Series expansion, interpolation & data fitting/003 Taylor expansion of exponential function_en.srt | 13.02 KB |
| 03 - Series expansion, interpolation & data fitting/004 Taylor expansion of sin function.mp4 | 30.42 MB |
| 03 - Series expansion, interpolation & data fitting/004 Taylor expansion of sin function_en.srt | 7.82 KB |
| 03 - Series expansion, interpolation & data fitting/005 Numerically calculating (higher) derivatives.mp4 | 48.94 MB |
| 03 - Series expansion, interpolation & data fitting/005 Numerically calculating (higher) derivatives_en.srt | 12.98 KB |
| 03 - Series expansion, interpolation & data fitting/006 Taylor expansion of general function.mp4 | 56.94 MB |
| 03 - Series expansion, interpolation & data fitting/006 Taylor expansion of general function_en.srt | 10.77 KB |
| 03 - Series expansion, interpolation & data fitting/007 Interpolation.mp4 | 36.69 MB |
| 03 - Series expansion, interpolation & data fitting/007 Interpolation_en.srt | 9.9 KB |
| 03 - Series expansion, interpolation & data fitting/008 Linear and cubic splines.mp4 | 36.49 MB |
| 03 - Series expansion, interpolation & data fitting/008 Linear and cubic splines_en.srt | 9.42 KB |
| 03 - Series expansion, interpolation & data fitting/009 Using splines to fit perturbed data.mp4 | 39.64 MB |
| 03 - Series expansion, interpolation & data fitting/009 Using splines to fit perturbed data_en.srt | 9.37 KB |
| 03 - Series expansion, interpolation & data fitting/010 Perfect interpolation using polynomials - Solving a system of linear equations.mp4 | 81.09 MB |
| 03 - Series expansion, interpolation & data fitting/010 Perfect interpolation using polynomials - Solving a system of linear equations_en.srt | 17.65 KB |
| 03 - Series expansion, interpolation & data fitting/011 [Exercise] (optional) Generalize the procedure for more data points.html | 243 B |
| 03 - Series expansion, interpolation & data fitting/012 Fitting a polynomial model function.mp4 | 23.2 MB |
| 03 - Series expansion, interpolation & data fitting/012 Fitting a polynomial model function_en.srt | 6.09 KB |
| 03 - Series expansion, interpolation & data fitting/013 Calculating the fitting error.mp4 | 32.2 MB |
| 03 - Series expansion, interpolation & data fitting/013 Calculating the fitting error_en.srt | 8.66 KB |
| 03 - Series expansion, interpolation & data fitting/014 Calculating the gradient of the error.mp4 | 59.07 MB |
| 03 - Series expansion, interpolation & data fitting/014 Calculating the gradient of the error_en.srt | 12.4 KB |
| 03 - Series expansion, interpolation & data fitting/015 Update the coefficients using gradient descent.mp4 | 67.74 MB |
| 03 - Series expansion, interpolation & data fitting/015 Update the coefficients using gradient descent_en.srt | 15.39 KB |
| 03 - Series expansion, interpolation & data fitting/016 [Exercise] (optional) Try a different model function of your choice.html | 380 B |
| 03 - Series expansion, interpolation & data fitting/017 Section recap.mp4 | 15.32 MB |
| 03 - Series expansion, interpolation & data fitting/017 Section recap_en.srt | 1010 B |
| 03 - Series expansion, interpolation & data fitting/018 03-Interpolation-template.ipynb | 9.27 KB |
| 03 - Series expansion, interpolation & data fitting/018 03-Interpolation.ipynb | 245.25 KB |
| 03 - Series expansion, interpolation & data fitting/018 Resources & Links.html | 473 B |
| 04 - Derivatives/001 Introduction.mp4 | 48.16 MB |
| 04 - Derivatives/001 Introduction_en.srt | 3.29 KB |
| 04 - Derivatives/002 04a-Derivatives-template.ipynb | 13.88 KB |
| 04 - Derivatives/002 figure-04-derivatives.png | 76.48 KB |
| 04 - Derivatives/002 Template file.html | 139 B |
| 04 - Derivatives/003 Background Derivatives.mp4 | 16.72 MB |
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