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[ TutSala com ] Udemy - Python for STEM
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1. Welcome
1. Welcome!.mp4
1. Welcome!.srt
2. Introduction
1. Installing Anaconda.mp4
1. Installing Anaconda.srt
2. Coding With Spyder.mp4
2. Coding With Spyder.srt
3. Coding With Notepad++.mp4
3. Coding With Notepad++.srt
4. Coding With JupyterLab.mp4
4. Coding With JupyterLab.srt
3. Building Simulations
1. Monte Carlo Method - Pt. 1.mp4
1. Monte Carlo Method - Pt. 1.srt
1.1 sandbox_estimate_pi.ipynb
1.2 solution_estimate_pi.ipynb
10. Harmonic Oscillator - Pt. 2.mp4
10. Harmonic Oscillator - Pt. 2.srt
11. Harmonic Oscillator - Pt. 3.mp4
11. Harmonic Oscillator - Pt. 3.srt
12. Satellite Orbit - Pt. 1.mp4
12. Satellite Orbit - Pt. 1.srt
12.1 sandbox.ipynb
12.2 solution.ipynb
13. Satellite Orbit - Pt. 2.mp4
13. Satellite Orbit - Pt. 2.srt
14. Satellite Orbit - Pt. 3.mp4
14. Satellite Orbit - Pt. 3.srt
15. Satellite Orbit - Pt. 4.mp4
15. Satellite Orbit - Pt. 4.srt
16. Brownian Motion - Pt. 1.mp4
16. Brownian Motion - Pt. 1.srt
16.1 diffusion coefficient.html
16.2 sandbox.ipynb
16.3 solution.ipynb
17. Brownian Motion - Pt. 2.mp4
17. Brownian Motion - Pt. 2.srt
18. Brownian Motion - Pt. 3.mp4
18. Brownian Motion - Pt. 3.srt
19. Brownian Motion - Pt. 4.mp4
19. Brownian Motion - Pt. 4.srt
2. Monte Carlo Method - Pt. 2.mp4
2. Monte Carlo Method - Pt. 2.srt
3. Monte Carlo Method - Pt. 3.mp4
3. Monte Carlo Method - Pt. 3.srt
4. Monte Carlo Method - Pt. 4.mp4
4. Monte Carlo Method - Pt. 4.srt
5. Monte Carlo Integration - Pt. 1.mp4
5. Monte Carlo Integration - Pt. 1.srt
5.1 sandbox_estimate_integral.ipynb
5.2 solution_estimate_integral.ipynb
6. Monte Carlo Integration - Pt. 2.mp4
6. Monte Carlo Integration - Pt. 2.srt
7. Monte Carlo Integration - Pt. 3.mp4
7. Monte Carlo Integration - Pt. 3.srt
8. Monte Carlo Integration - Pt. 4.mp4
8. Monte Carlo Integration - Pt. 4.srt
9. Harmonic Oscillator - Pt. 1.mp4
9. Harmonic Oscillator - Pt. 1.srt
9.1 discrete-time Fourier transform.html
9.2 harmonic oscillator.html
9.3 sandbox.ipynb
9.4 solution.ipynb
4. Analyzing Data
1. Particle Tracking - Pt. 1.mp4
1. Particle Tracking - Pt. 1.srt
1.1 brownian_motion.mp4
1.2 info.obj
1.3 sandbox.ipynb
1.4 solution.ipynb
10. Parameter Estimation - Pt. 6.mp4
10. Parameter Estimation - Pt. 6.srt
11. Statistics - Pt. 1.mp4
11. Statistics - Pt. 1.srt
11.1 kaggle dataset.html
11.2 sandbox.ipynb
11.3 solution.ipynb
12. Statistics - Pt. 2.mp4
12. Statistics - Pt. 2.srt
13. Statistics - Pt. 3.mp4
13. Statistics - Pt. 3.srt
14. Statistics - Pt. 4.mp4
14. Statistics - Pt. 4.srt
15. Statistics - Pt. 5.mp4
15. Statistics - Pt. 5.srt
16. Statistics - Pt. 6.mp4
16. Statistics - Pt. 6.srt
2. Particle Tracking - Pt. 2.mp4
2. Particle Tracking - Pt. 2.srt
3. Particle Tracking - Pt. 3.mp4
3. Particle Tracking - Pt. 3.srt
4. Particle Tracking - Pt. 4.mp4
4. Particle Tracking - Pt. 4.srt
4.1 generate_video.ipynb
4.2 particle_tracking.mp4
5. Parameter Estimation - Pt. 1.mp4
5. Parameter Estimation - Pt. 1.srt
5.2 sandbox.ipynb
5.3 solution.ipynb
6. Parameter Estimation - Pt. 2.mp4
6. Parameter Estimation - Pt. 2.srt
7. Parameter Estimation - Pt. 3.mp4
7. Parameter Estimation - Pt. 3.srt
8. Parameter Estimation - Pt. 4.mp4
8. Parameter Estimation - Pt. 4.srt
9. Parameter Estimation - Pt. 5.mp4
9. Parameter Estimation - Pt. 5.srt
data
ipynb_checkpoints
multi_spectrum-checkpoint.txt
single_spectrum-checkpoint.txt
multi_spectrum.txt
multi_spectrum_weighted.txt
noise_spectrum_0.txt
noise_spectrum_1.txt
noise_spectrum_10.txt
noise_spectrum_11.txt
noise_spectrum_12.txt
noise_spectrum_13.txt
noise_spectrum_14.txt
noise_spectrum_15.txt
noise_spectrum_16.txt
noise_spectrum_17.txt
noise_spectrum_18.txt
noise_spectrum_19.txt
noise_spectrum_2.txt
noise_spectrum_20.txt
noise_spectrum_21.txt
noise_spectrum_22.txt
noise_spectrum_23.txt
noise_spectrum_24.txt
noise_spectrum_25.txt
noise_spectrum_26.txt
noise_spectrum_27.txt
noise_spectrum_28.txt
noise_spectrum_29.txt
noise_spectrum_3.txt
noise_spectrum_30.txt
noise_spectrum_31.txt
noise_spectrum_32.txt
noise_spectrum_33.txt
noise_spectrum_34.txt
noise_spectrum_35.txt
noise_spectrum_36.txt
noise_spectrum_37.txt
noise_spectrum_38.txt
noise_spectrum_39.txt
noise_spectrum_4.txt
noise_spectrum_40.txt
noise_spectrum_41.txt
noise_spectrum_42.txt
noise_spectrum_43.txt
noise_spectrum_44.txt
noise_spectrum_45.txt
noise_spectrum_46.txt
noise_spectrum_47.txt
noise_spectrum_48.txt
noise_spectrum_49.txt
noise_spectrum_5.txt
noise_spectrum_50.txt
noise_spectrum_51.txt
noise_spectrum_52.txt
noise_spectrum_53.txt
noise_spectrum_54.txt
noise_spectrum_55.txt
noise_spectrum_56.txt
noise_spectrum_57.txt
noise_spectrum_58.txt
noise_spectrum_59.txt
noise_spectrum_6.txt
noise_spectrum_60.txt
noise_spectrum_61.txt
noise_spectrum_62.txt
noise_spectrum_63.txt
noise_spectrum_64.txt
noise_spectrum_65.txt
noise_spectrum_66.txt
noise_spectrum_67.txt
noise_spectrum_68.txt
noise_spectrum_69.txt
noise_spectrum_7.txt
noise_spectrum_70.txt
noise_spectrum_71.txt
noise_spectrum_72.txt
noise_spectrum_73.txt
noise_spectrum_74.txt
noise_spectrum_75.txt
noise_spectrum_76.txt
noise_spectrum_77.txt
noise_spectrum_78.txt
noise_spectrum_79.txt
noise_spectrum_8.txt
noise_spectrum_80.txt
noise_spectrum_81.txt
noise_spectrum_82.txt
noise_spectrum_83.txt
noise_spectrum_84.txt
noise_spectrum_85.txt
noise_spectrum_86.txt
noise_spectrum_87.txt
noise_spectrum_88.txt
noise_spectrum_89.txt
noise_spectrum_9.txt
noise_spectrum_90.txt
noise_spectrum_91.txt
noise_spectrum_92.txt
noise_spectrum_93.txt
noise_spectrum_94.txt
noise_spectrum_95.txt
noise_spectrum_96.txt
noise_spectrum_97.txt
noise_spectrum_98.txt
noise_spectrum_99.txt
single_spectrum.txt
5. High-Quality Figures
1. Colors & Colormaps - Pt. 1.mp4
1. Colors & Colormaps - Pt. 1.srt
1.1 color accessibility.html
1.2 color generator.html
1.3 colorblind-safe colors.html
1.4 matplotlib colormaps.html
1.5 sandbox.ipynb
1.6 solution.ipynb
10. Figure Export & Post-Processing - Pt. 2.mp4
10. Figure Export & Post-Processing - Pt. 2.srt
11. Figure Export & Post-Processing - Pt. 3.mp4
11. Figure Export & Post-Processing - Pt. 3.srt
2. Colors & Colormaps - Pt. 2.mp4
2. Colors & Colormaps - Pt. 2.srt
3. Colors & Colormaps - Pt. 3.mp4
3. Colors & Colormaps - Pt. 3.srt
4. Colors & Colormaps - Pt. 4.mp4
4. Colors & Colormaps - Pt. 4.srt
5. Creating Custom Styles - Pt. 1.mp4
5. Creating Custom Styles - Pt. 1.srt
5.1 sandbox.ipynb
5.2 solution.ipynb
5.3 style sheets.html
6. Creating Custom Styles - Pt. 2.mp4
6. Creating Custom Styles - Pt. 2.srt
7. Creating Custom Styles - Pt. 3.mp4
7. Creating Custom Styles - Pt. 3.srt
8. Creating Custom Styles - Pt. 4.mp4
8. Creating Custom Styles - Pt. 4.srt
8.1 custom_style.mplstyle
9. Figure Export & Post-Processing - Pt. 1.mp4
9. Figure Export & Post-Processing - Pt. 1.srt
9.1 sandbox.ipynb
9.2 solution.ipynb
Bonus Resources.txt
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