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Udemy - Master Python programming by solving scientific projects (1.2025)

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File Name
Size
01. Introductions/1. Prerequisites and how to rock this course.mp4
11 MB
01. Introductions/1. Prerequisites and how to rock this course.vtt
8.7 kB
01. Introductions/2. Code a Sierpinski triangle!.mp4
20 MB
01. Introductions/2. Code a Sierpinski triangle!.vtt
14 kB
01. Introductions/3. Python via Google colab.mp4
24 MB
01. Introductions/3. Python via Google colab.vtt
6.9 kB
01. Introductions/4. Local Jupyter notebooks via Anaconda.mp4
27 MB
01. Introductions/4. Local Jupyter notebooks via Anaconda.vtt
7.3 kB
01. Introductions/5. Using the Q&A forum.mp4
16 MB
01. Introductions/5. Using the Q&A forum.vtt
6.7 kB
01. Introductions/6. Index of functions in the course.mp4
52 MB
01. Introductions/6. Index of functions in the course.vtt
5.6 kB
01. Introductions/6. MasPy_functionlist.xlsx
25 kB
02. ------------ Part 1 The basics ------------/1. Part 1 The basics.html
142 B
03. Data types/1. Variables.mp4
75 MB
03. Data types/1. Variables.vtt
22 kB
03. Data types/2. Math operators.mp4
25 MB
03. Data types/2. Math operators.vtt
13 kB
03. Data types/3. Printing and inputting.mp4
55 MB
03. Data types/3. Printing and inputting.vtt
14 kB
03. Data types/4. Lists.mp4
34 MB
03. Data types/4. Lists.vtt
20 kB
03. Data types/5. Tuples.mp4
16 MB
03. Data types/5. Tuples.vtt
8.9 kB
03. Data types/6. Booleans.mp4
45 MB
03. Data types/6. Booleans.vtt
20 kB
03. Data types/7. Dictionaries.mp4
41 MB
03. Data types/7. Dictionaries.vtt
17 kB
04. Indexing and slicing/1. Indexing.mp4
27 MB
04. Indexing and slicing/1. Indexing.vtt
14 kB
04. Indexing and slicing/2. Slicing.mp4
17 MB
04. Indexing and slicing/2. Slicing.vtt
11 kB
05. Functions/1. Inputs and outputs.mp4
11 MB
05. Functions/1. Inputs and outputs.vtt
6.5 kB
05. Functions/2. Python libraries (numpy).mp4
37 MB
05. Functions/2. Python libraries (numpy).vtt
15 kB
05. Functions/3. Python libraries (pandas).mp4
67 MB
05. Functions/3. Python libraries (pandas).vtt
18 kB
05. Functions/4. Getting help on functions.mp4
35 MB
05. Functions/4. Getting help on functions.vtt
11 kB
05. Functions/5. Creating functions.mp4
77 MB
05. Functions/5. Creating functions.vtt
24 kB
05. Functions/6. Global and local variable scopes.mp4
63 MB
05. Functions/6. Global and local variable scopes.vtt
13 kB
05. Functions/7. Classes and object-oriented programming.mp4
59 MB
05. Functions/7. Classes and object-oriented programming.vtt
15 kB
06. Flow control/1. If-else statements.mp4
117 MB
06. Flow control/1. If-else statements.vtt
32 kB
06. Flow control/2. For loops.mp4
77 MB
06. Flow control/2. For loops.vtt
21 kB
06. Flow control/3. Continue.mp4
14 MB
06. Flow control/3. Continue.vtt
8.6 kB
06. Flow control/4. While loops.mp4
98 MB
06. Flow control/4. While loops.vtt
23 kB
06. Flow control/5. Initializing variables.mp4
71 MB
06. Flow control/5. Initializing variables.vtt
28 kB
06. Flow control/6. Function error checking and handling.mp4
77 MB
06. Flow control/6. Function error checking and handling.vtt
22 kB
06. Flow control/7. Multiple inputs with zip.mp4
25 MB
06. Flow control/7. Multiple inputs with zip.vtt
11 kB
06. Flow control/8. Single-line loops (list comprehension).mp4
42 MB
06. Flow control/8. Single-line loops (list comprehension).vtt
20 kB
06. Flow control/9. Broadcasting in numpy.mp4
102 MB
06. Flow control/9. Broadcasting in numpy.vtt
25 kB
07. Text and data visualization/1. fprintf and f-strings.mp4
106 MB
07. Text and data visualization/1. fprintf and f-strings.vtt
28 kB
07. Text and data visualization/2. Plotting dots and lines.mp4
66 MB
07. Text and data visualization/2. Plotting dots and lines.vtt
16 kB
07. Text and data visualization/3. Subplot geometry.mp4
50 MB
07. Text and data visualization/3. Subplot geometry.vtt
19 kB
07. Text and data visualization/4. Making the graphs look nicer.mp4
104 MB
07. Text and data visualization/4. Making the graphs look nicer.vtt
30 kB
07. Text and data visualization/5. Adding annotations.mp4
94 MB
07. Text and data visualization/5. Adding annotations.vtt
20 kB
07. Text and data visualization/6. Seaborn.mp4
87 MB
07. Text and data visualization/6. Seaborn.vtt
19 kB
07. Text and data visualization/7. Images.mp4
95 MB
07. Text and data visualization/7. Images.vtt
22 kB
07. Text and data visualization/8. Export plots in low and high resolution.mp4
63 MB
07. Text and data visualization/8. Export plots in low and high resolution.vtt
11 kB
07. Text and data visualization/9. Sierpinski pseudocode, part II.mp4
2.1 MB
07. Text and data visualization/9. Sierpinski pseudocode, part II.vtt
1.7 kB
08. A brief aside on sharing code/1. Getting code from githubgoogle-drive.mp4
7.6 MB
08. A brief aside on sharing code/1. Getting code from githubgoogle-drive.vtt
3.4 kB
09. ------------ Part 2 The projects ------------/1. Part 2 The projects.html
113 B
10. Download all course materials/1. IMPORTANT Download course materials.mp4
12 MB
10. Download all course materials/1. IMPORTANT Download course materials.vtt
4.7 kB
10. Download all course materials/1. MasterPython_CodeAndData.zip
70 MB
10. Download all course materials/2. Strategies for solving these projects.mp4
73 MB
10. Download all course materials/2. Strategies for solving these projects.vtt
16 kB
11. Project 1 Text search and replace/1. Project overview and goals.mp4
1.9 MB
11. Project 1 Text search and replace/1. Project overview and goals.vtt
1.0 kB
11. Project 1 Text search and replace/2. Import a text file.mp4
29 MB
11. Project 1 Text search and replace/2. Import a text file.vtt
7.9 kB
11. Project 1 Text search and replace/3. Remove formatting text.mp4
94 MB
11. Project 1 Text search and replace/3. Remove formatting text.vtt
16 kB
11. Project 1 Text search and replace/4. Replace 4-letter words and save to disk.mp4
71 MB
11. Project 1 Text search and replace/4. Replace 4-letter words and save to disk.vtt
12 kB
11. Project 1 Text search and replace/5. Bonus Readability of scrambled words.mp4
76 MB
11. Project 1 Text search and replace/5. Bonus Readability of scrambled words.vtt
20 kB
12. Project 2 The Law of Large Numbers/1. Project overview and goals.mp4
9.5 MB
12. Project 2 The Law of Large Numbers/1. Project overview and goals.vtt
5.0 kB
12. Project 2 The Law of Large Numbers/2. Generate a population of random numbers.mp4
60 MB
12. Project 2 The Law of Large Numbers/2. Generate a population of random numbers.vtt
13 kB
12. Project 2 The Law of Large Numbers/3. Monte Carlo sampling.mp4
67 MB
12. Project 2 The Law of Large Numbers/3. Monte Carlo sampling.vtt
16 kB
12. Project 2 The Law of Large Numbers/4. Cumulative averaging.mp4
100 MB
12. Project 2 The Law of Large Numbers/4. Cumulative averaging.vtt
22 kB
12. Project 2 The Law of Large Numbers/5. Bonus The Central Limit Theorem.mp4
54 MB
12. Project 2 The Law of Large Numbers/5. Bonus The Central Limit Theorem.vtt
12 kB
13. Project 3 Entropy of written English/1. Project overview and goals.mp4
32 MB
13. Project 3 Entropy of written English/1. Project overview and goals.vtt
7.3 kB
13. Project 3 Entropy of written English/2. Import text from the web.mp4
66 MB
13. Project 3 Entropy of written English/2. Import text from the web.vtt
10 kB
13. Project 3 Entropy of written English/3. Distribution of word lengths.mp4
57 MB
13. Project 3 Entropy of written English/3. Distribution of word lengths.vtt
15 kB
13. Project 3 Entropy of written English/4. Letter frequencies.mp4
41 MB
13. Project 3 Entropy of written English/4. Letter frequencies.vtt
12 kB
13. Project 3 Entropy of written English/5. Letter entropy.mp4
55 MB
13. Project 3 Entropy of written English/5. Letter entropy.vtt
11 kB
13. Project 3 Entropy of written English/6. Conditional (sequence) entropy.mp4
73 MB
13. Project 3 Entropy of written English/6. Conditional (sequence) entropy.vtt
20 kB
13. Project 3 Entropy of written English/7. Bonus Make a word cloud.mp4
9.8 MB
13. Project 3 Entropy of written English/7. Bonus Make a word cloud.vtt
3.6 kB
14. Project 4 State-space trajectories/1. Project overview and goals.mp4
18 MB
14. Project 4 State-space trajectories/1. Project overview and goals.vtt
11 kB
14. Project 4 State-space trajectories/2. Import and clean the data.mp4
110 MB
14. Project 4 State-space trajectories/2. Import and clean the data.vtt
27 kB
14. Project 4 State-space trajectories/3. Create a channel covariance matrix.mp4
65 MB
14. Project 4 State-space trajectories/3. Create a channel covariance matrix.vtt
14 kB
14. Project 4 State-space trajectories/4. Run PCA and compute components.mp4
95 MB
14. Project 4 State-space trajectories/4. Run PCA and compute components.vtt
24 kB
14. Project 4 State-space trajectories/5. State-space trajectories.mp4
21 MB
14. Project 4 State-space trajectories/5. State-space trajectories.vtt
8.1 kB
14. Project 4 State-space trajectories/6. Bonus Draw time using hues.mp4
47 MB
14. Project 4 State-space trajectories/6. Bonus Draw time using hues.vtt
9.4 kB
15. Project 5 Statistics/1. Project overview and goals.mp4
9.4 MB
15. Project 5 Statistics/1. Project overview and goals.vtt
3.4 kB
15. Project 5 Statistics/2. Import and inspect the data.mp4
130 MB
15. Project 5 Statistics/2. Import and inspect the data.vtt
25 kB
15. Project 5 Statistics/3. T-test for acidity on wine quality.mp4
96 MB
15. Project 5 Statistics/3. T-test for acidity on wine quality.vtt
24 kB
15. Project 5 Statistics/4. Multiple regression.mp4
92 MB
15. Project 5 Statistics/4. Multiple regression.vtt
17 kB
15. Project 5 Statistics/5. Logistic regression.mp4
50 MB
15. Project 5 Statistics/5. Logistic regression.vtt
18 kB
15. Project 5 Statistics/6. Bonus Transform to Gaussian.mp4
67 MB
15. Project 5 Statistics/6. Bonus Transform to Gaussian.vtt
20 kB
16. Project 6 Spectral analysis/1. Project overview and goals.mp4
16 MB
16. Project 6 Spectral analysis/1. Project overview and goals.vtt
9.8 kB
16. Project 6 Spectral analysis/2. Simulate an AR process.mp4
26 MB
16. Project 6 Spectral analysis/2. Simulate an AR process.vtt
16 kB
16. Project 6 Spectral analysis/3. Code the Fourier transform.mp4
79 MB
16. Project 6 Spectral analysis/3. Code the Fourier transform.vtt
20 kB
16. Project 6 Spectral analysis/4. Zero-padding the FFT.mp4
55 MB
16. Project 6 Spectral analysis/4. Zero-padding the FFT.vtt
15 kB
16. Project 6 Spectral analysis/5. Welch's method.mp4
97 MB
16. Project 6 Spectral analysis/5. Welch's method.vtt
26 kB
16. Project 6 Spectral analysis/6. Bonus spectrogram.mp4
44 MB
16. Project 6 Spectral analysis/6. Bonus spectrogram.vtt
13 kB
17. Project 7 The colorful rainbow of noise/1. Project overview and goals.mp4
18 MB
17. Project 7 The colorful rainbow of noise/1. Project overview and goals.vtt
6.8 kB
17. Project 7 The colorful rainbow of noise/2. White and brown noise.mp4
105 MB
17. Project 7 The colorful rainbow of noise/2. White and brown noise.vtt
26 kB
17. Project 7 The colorful rainbow of noise/3. Pink and blue noise.mp4
88 MB
17. Project 7 The colorful rainbow of noise/3. Pink and blue noise.vtt
23 kB
17. Project 7 The colorful rainbow of noise/4. The colorful spectral rainbow.mp4
60 MB
17. Project 7 The colorful rainbow of noise/4. The colorful spectral rainbow.vtt
12 kB
17. Project 7 The colorful rainbow of noise/5. Bonus How do they sound.mp4
20 MB
17. Project 7 The colorful rainbow of noise/5. Bonus How do they sound.vtt
5.5 kB
18. Project 8 Awesome mathy stuff/1. Project overview and goals.mp4
2.2 MB
18. Project 8 Awesome mathy stuff/1. Project overview and goals.vtt
1.3 kB
18. Project 8 Awesome mathy stuff/2. Pascal's triangle.mp4
49 MB
18. Project 8 Awesome mathy stuff/2. Pascal's triangle.vtt
21 kB
18. Project 8 Awesome mathy stuff/3. Euler's identity.mp4
45 MB
18. Project 8 Awesome mathy stuff/3. Euler's identity.vtt
21 kB
18. Project 8 Awesome mathy stuff/4. Parameterized Gaussian.mp4
101 MB
18. Project 8 Awesome mathy stuff/4. Parameterized Gaussian.vtt
28 kB
18. Project 8 Awesome mathy stuff/5. Time dilation in special relativity.mp4
33 MB
18. Project 8 Awesome mathy stuff/5. Time dilation in special relativity.vtt
13 kB
18. Project 8 Awesome mathy stuff/6. Eigenvalues on the complex circle.mp4
48 MB
18. Project 8 Awesome mathy stuff/6. Eigenvalues on the complex circle.vtt
18 kB
18. Project 8 Awesome mathy stuff/7. Bonus I heart math.mp4
12 MB
18. Project 8 Awesome mathy stuff/7. Bonus I heart math.vtt
5.3 kB
19. Project 9 Denoising noisy signals/1. Project overview and goals.mp4
11 MB
19. Project 9 Denoising noisy signals/1. Project overview and goals.vtt
2.9 kB
19. Project 9 Denoising noisy signals/2. Smoothing via running-mean filter.mp4
95 MB
19. Project 9 Denoising noisy signals/2. Smoothing via running-mean filter.vtt
28 kB
19. Project 9 Denoising noisy signals/3. Smoothing via Gaussian convolution.mp4
182 MB
19. Project 9 Denoising noisy signals/3. Smoothing via Gaussian convolution.vtt
40 kB
19. Project 9 Denoising noisy signals/4. Despeckling via median filter.mp4
87 MB
19. Project 9 Denoising noisy signals/4. Despeckling via median filter.vtt
24 kB
19. Project 9 Denoising noisy signals/5. Denoise these biomedical data!.mp4
69 MB
19. Project 9 Denoising noisy signals/5. Denoise these biomedical data!.vtt
19 kB
19. Project 9 Denoising noisy signals/6. Bonus Highlight plot areas.mp4
70 MB
19. Project 9 Denoising noisy signals/6. Bonus Highlight plot areas.vtt
14 kB
20. Project 10 Time series filtering/1. Project overview and goals.mp4
12 MB
20. Project 10 Time series filtering/1. Project overview and goals.vtt
7.6 kB
20. Project 10 Time series filtering/2. Generate a signal with random noise.mp4
46 MB
20. Project 10 Time series filtering/2. Generate a signal with random noise.vtt
17 kB
20. Project 10 Time series filtering/3. Notch out line noise.mp4
69 MB
20. Project 10 Time series filtering/3. Notch out line noise.vtt
17 kB
20. Project 10 Time series filtering/4. High-pass FIR filter.mp4
55 MB
20. Project 10 Time series filtering/4. High-pass FIR filter.vtt
14 kB
20. Project 10 Time series filtering/5. Low-pass IIR (Butterworth) filter.mp4
36 MB
20. Project 10 Time series filtering/5. Low-pass IIR (Butterworth) filter.vtt
11 kB
20. Project 10 Time series filtering/6. Bonus Desert landscape.mp4
61 MB
20. Project 10 Time series filtering/6. Bonus Desert landscape.vtt
13 kB
21. Project 11 Descriptive stats without numpy/1. Project overview and goals.mp4
4.4 MB
21. Project 11 Descriptive stats without numpy/1. Project overview and goals.vtt
2.2 kB
21. Project 11 Descriptive stats without numpy/2. Mean and median.mp4
28 MB
21. Project 11 Descriptive stats without numpy/2. Mean and median.vtt
13 kB
21. Project 11 Descriptive stats without numpy/3. Frequencies table.mp4
88 MB
21. Project 11 Descriptive stats without numpy/3. Frequencies table.vtt
22 kB
21. Project 11 Descriptive stats without numpy/4. Mode.mp4
38 MB
21. Project 11 Descriptive stats without numpy/4. Mode.vtt
11 kB
21. Project 11 Descriptive stats without numpy/5. Standard deviation.mp4
18 MB
21. Project 11 Descriptive stats without numpy/5. Standard deviation.vtt
10 kB
21. Project 11 Descriptive stats without numpy/6. Bonus Create a csv report file.mp4
59 MB
21. Project 11 Descriptive stats without numpy/6. Bonus Create a csv report file.vtt
13 kB
22. Project 12 Clustering PCA, t-SNE, and k-means/1. Project overview and goals.mp4
10 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/1. Project overview and goals.vtt
3.4 kB
22. Project 12 Clustering PCA, t-SNE, and k-means/2. Import and normalize the cloud data.mp4
94 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/2. Import and normalize the cloud data.vtt
22 kB
22. Project 12 Clustering PCA, t-SNE, and k-means/3. Compute and inspect covariance matrices.mp4
82 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/3. Compute and inspect covariance matrices.vtt
18 kB
22. Project 12 Clustering PCA, t-SNE, and k-means/4. Determine the number of components using PCA.mp4
40 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/4. Determine the number of components using PCA.vtt
12 kB
22. Project 12 Clustering PCA, t-SNE, and k-means/5. Cluster the data using t-SNE and k-means.mp4
114 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/5. Cluster the data using t-SNE and k-means.vtt
18 kB
22. Project 12 Clustering PCA, t-SNE, and k-means/6. Bonus Make a 2D likelihood density plot.mp4
97 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/6. Bonus Make a 2D likelihood density plot.vtt
20 kB
23. Project 13 Index your Python code/1. Project overview and goals.mp4
8.5 MB
23. Project 13 Index your Python code/1. Project overview and goals.vtt
1.7 kB
23. Project 13 Index your Python code/2. Import multiple ipynb files.mp4
41 MB
23. Project 13 Index your Python code/2. Import multiple ipynb files.vtt
11 kB
23. Project 13 Index your Python code/3. Identify function calls.mp4
110 MB
23. Project 13 Index your Python code/3. Identify function calls.vtt
23 kB
23. Project 13 Index your Python code/4. Create an alphabetized function index.mp4
142 MB
23. Project 13 Index your Python code/5. Alphabetize the function list.mp4
6.6 MB
23. Project 13 Index your Python code/5. Alphabetize the function list.vtt
2.3 kB
23. Project 13 Index your Python code/6. Create an alphabetized file list.mp4
38 MB
23. Project 13 Index your Python code/6. Create an alphabetized file list.vtt
9.9 kB
23. Project 13 Index your Python code/7. Bonus Which file has the most points.mp4
67 MB
23. Project 13 Index your Python code/7. Bonus Which file has the most points.vtt
19 kB
24. Project 14 Local minimum via gradient descent/1. Project overview and goals.mp4
16 MB
24. Project 14 Local minimum via gradient descent/1. Project overview and goals.vtt
7.8 kB
24. Project 14 Local minimum via gradient descent/2. The function and its derivative.mp4
15 MB
24. Project 14 Local minimum via gradient descent/2. The function and its derivative.vtt
9.6 kB
24. Project 14 Local minimum via gradient descent/3. Gradient descent.mp4
73 MB
24. Project 14 Local minimum via gradient descent/3. Gradient descent.vtt
21 kB
24. Project 14 Local minimum via gradient descent/4. Repeat in 2D.mp4
116 MB
24. Project 14 Local minimum via gradient descent/4. Repeat in 2D.vtt
31 kB
24. Project 14 Local minimum via gradient descent/5. Bonus Visualize in 3D.mp4
27 MB
24. Project 14 Local minimum via gradient descent/5. Bonus Visualize in 3D.vtt
10 kB
25. Project 15 Data curve fitting/1. Project overview and goals.mp4
4.3 MB
25. Project 15 Data curve fitting/1. Project overview and goals.vtt
2.2 kB
25. Project 15 Data curve fitting/2. Fit a Gaussian.mp4
87 MB
25. Project 15 Data curve fitting/2. Fit a Gaussian.vtt
19 kB
25. Project 15 Data curve fitting/3. Fit an exponential decay.mp4
50 MB
25. Project 15 Data curve fitting/4. Use a user-defined function (sigmoid).mp4
32 MB
25. Project 15 Data curve fitting/4. Use a user-defined function (sigmoid).vtt
13 kB
25. Project 15 Data curve fitting/5. Conjunctive model fitting.mp4
22 MB
25. Project 15 Data curve fitting/5. Conjunctive model fitting.vtt
9.0 kB
25. Project 15 Data curve fitting/6. Multivariate model-fitting.mp4
67 MB
25. Project 15 Data curve fitting/6. Multivariate model-fitting.vtt
19 kB
25. Project 15 Data curve fitting/7. Bonus The eye of Sauron!.mp4
41 MB
25. Project 15 Data curve fitting/7. Bonus The eye of Sauron!.vtt
11 kB
26. Project 16 Time-frequency analysis of EEG/1. Project overview and goals.mp4
20 MB
26. Project 16 Time-frequency analysis of EEG/1. Project overview and goals.vtt
7.0 kB
26. Project 16 Time-frequency analysis of EEG/2. Real-valued Morlet wavelets.mp4
43 MB
26. Project 16 Time-frequency analysis of EEG/2. Real-valued Morlet wavelets.vtt
17 kB
26. Project 16 Time-frequency analysis of EEG/3. Complex-valued Morlet wavelets.mp4
42 MB
26. Project 16 Time-frequency analysis of EEG/3. Complex-valued Morlet wavelets.vtt
11 kB
26. Project 16 Time-frequency analysis of EEG/4. Create a wavelet family.mp4
86 MB
26. Project 16 Time-frequency analysis of EEG/4. Create a wavelet family.vtt
19 kB
26. Project 16 Time-frequency analysis of EEG/5. Import and visualize the data.mp4
49 MB
26. Project 16 Time-frequency analysis of EEG/5. Import and visualize the data.vtt
13 kB
26. Project 16 Time-frequency analysis of EEG/6. Wavelet convolution.mp4
103 MB
26. Project 16 Time-frequency analysis of EEG/6. Wavelet convolution.vtt
20 kB
26. Project 16 Time-frequency analysis of EEG/7. Create a time-frequency map.mp4
43 MB
26. Project 16 Time-frequency analysis of EEG/7. Create a time-frequency map.vtt
8.5 kB
26. Project 16 Time-frequency analysis of EEG/8. Bonus Phase map with cyclic colormap.mp4
54 MB
26. Project 16 Time-frequency analysis of EEG/8. Bonus Phase map with cyclic colormap.vtt
6.9 kB
27. Project 17 Interpolation and extrapolation/1. Project overview and goals.mp4
12 MB
27. Project 17 Interpolation and extrapolation/1. Project overview and goals.vtt
4.0 kB
27. Project 17 Interpolation and extrapolation/2. Downupsample a time series.mp4
32 MB
27. Project 17 Interpolation and extrapolation/2. Downupsample a time series.vtt
17 kB
27. Project 17 Interpolation and extrapolation/3. 1D interpolation.mp4
68 MB
27. Project 17 Interpolation and extrapolation/3. 1D interpolation.vtt
18 kB
27. Project 17 Interpolation and extrapolation/4. 1D extrapolation.mp4
47 MB
27. Project 17 Interpolation and extrapolation/4. 1D extrapolation.vtt
10 kB
27. Project 17 Interpolation and extrapolation/5. Resampling revisited.mp4
40 MB
27. Project 17 Interpolation and extrapolation/5. Resampling revisited.vtt
8.5 kB
27. Project 17 Interpolation and extrapolation/6. Fix corrupted image with interpolation.mp4
174 MB
27. Project 17 Interpolation and extrapolation/6. Fix corrupted image with interpolation.vtt
30 kB
27. Project 17 Interpolation and extrapolation/7. Bonus Draw a Necker cube.mp4
58 MB
27. Project 17 Interpolation and extrapolation/7. Bonus Draw a Necker cube.vtt
16 kB
28. Project 18 Simulate a brain circuit/1. Project overview and goals.mp4
58 MB
28. Project 18 Simulate a brain circuit/1. Project overview and goals.vtt
15 kB
28. Project 18 Simulate a brain circuit/2. Simulate one brain cell.mp4
60 MB
28. Project 18 Simulate a brain circuit/2. Simulate one brain cell.vtt
19 kB
28. Project 18 Simulate a brain circuit/3. Create a circuit of 1000 neurons.mp4
61 MB
28. Project 18 Simulate a brain circuit/3. Create a circuit of 1000 neurons.vtt
20 kB
28. Project 18 Simulate a brain circuit/4. Simulate the neural circuit.mp4
166 MB
28. Project 18 Simulate a brain circuit/4. Simulate the neural circuit.vtt
28 kB
28. Project 18 Simulate a brain circuit/5. Visualize population activity.mp4
96 MB
28. Project 18 Simulate a brain circuit/5. Visualize population activity.vtt
14 kB
28. Project 18 Simulate a brain circuit/6. Run some experiments!.mp4
143 MB
28. Project 18 Simulate a brain circuit/6. Run some experiments!.vtt
21 kB
28. Project 18 Simulate a brain circuit/7. Bonus Separate excitation and inhibition.mp4
71 MB
28. Project 18 Simulate a brain circuit/7. Bonus Separate excitation and inhibition.vtt
13 kB
29. Project 19 Animate data/1. Project overview and goals.mp4
5.3 MB
29. Project 19 Animate data/1. Project overview and goals.vtt
3.0 kB
29. Project 19 Animate data/2. Wavey wavelets in plotly, part 1.mp4
96 MB
29. Project 19 Animate data/2. Wavey wavelets in plotly, part 1.vtt
27 kB
29. Project 19 Animate data/3. Wavey wavelets in plotly, part 2.mp4
32 MB
29. Project 19 Animate data/3. Wavey wavelets in plotly, part 2.vtt
13 kB
29. Project 19 Animate data/4. Wavey wavelets in matplotlib.mp4
73 MB
29. Project 19 Animate data/4. Wavey wavelets in matplotlib.vtt
16 kB
29. Project 19 Animate data/5. Mobius transform in matplotlib.mp4
72 MB
29. Project 19 Animate data/6. Bonus the wandering primes.mp4
139 MB
29. Project 19 Animate data/6. Bonus the wandering primes.vtt
31 kB
30. Project 20 Cryptocurrency investing/1. Project overview and goals.mp4
33 MB
30. Project 20 Cryptocurrency investing/1. Project overview and goals.vtt
17 kB
30. Project 20 Cryptocurrency investing/2. Import and average data from one coin.mp4
94 MB
30. Project 20 Cryptocurrency investing/2. Import and average data from one coin.vtt
24 kB
30. Project 20 Cryptocurrency investing/3. Create a dataframe of selected coins.mp4
51 MB
30. Project 20 Cryptocurrency investing/3. Create a dataframe of selected coins.vtt
27 kB
30. Project 20 Cryptocurrency investing/4. Data dimensionality via PCA.mp4
101 MB
30. Project 20 Cryptocurrency investing/4. Data dimensionality via PCA.vtt
28 kB
30. Project 20 Cryptocurrency investing/5. Simulating DCA investments (instructions).mp4
26 MB
30. Project 20 Cryptocurrency investing/5. Simulating DCA investments (instructions).vtt
15 kB
30. Project 20 Cryptocurrency investing/6. Simulating DCA investments (code).mp4
133 MB
30. Project 20 Cryptocurrency investing/6. Simulating DCA investments (code).vtt
32 kB
30. Project 20 Cryptocurrency investing/7. Bonus Which coin should you have bought.mp4
102 MB
30. Project 20 Cryptocurrency investing/7. Bonus Which coin should you have bought.vtt
28 kB
31. ------------ Part 3 ChatGPT ------------/1. Part 3 ChatGPT.html
181 B
31. ------------ Part 3 ChatGPT ------------/2. What is ChatGPT.mp4
27 MB
31. ------------ Part 3 ChatGPT ------------/2. What is ChatGPT.vtt
6.7 kB
31. ------------ Part 3 ChatGPT ------------/3. Accessing ChatGPT.mp4
50 MB
31. ------------ Part 3 ChatGPT ------------/3. Accessing ChatGPT.vtt
5.4 kB
31. ------------ Part 3 ChatGPT ------------/4. How to work through Part 3.mp4
25 MB
31. ------------ Part 3 ChatGPT ------------/4. How to work through Part 3.vtt
6.3 kB
31. ------------ Part 3 ChatGPT ------------/5.1 Test exercise.html
4.4 kB
32. Basic coding with ChatGPT/1.2 Pythagorean calculations.html
5.6 kB
32. Basic coding with ChatGPT/2.3 Count the 7's.html
5.0 kB
32. Basic coding with ChatGPT/3.4 Merging dictionaries.html
5.0 kB
32. Basic coding with ChatGPT/4.5 Indexing and slicing.html
5.0 kB
32. Basic coding with ChatGPT/5.6 Matrices from math using numpy.html
4.8 kB
33. Intermediate coding Flow control and functions/1.7 Dot product function.html
4.9 kB
33. Intermediate coding Flow control and functions/2.8 Poisson counter.html
4.6 kB
33. Intermediate coding Flow control and functions/3.9 Sum the primes.html
4.5 kB
33. Intermediate coding Flow control and functions/4.10 Currency formatting.html
5.5 kB
33. Intermediate coding Flow control and functions/5.11 Sum of multiples.html
4.7 kB
34. Debug code with ChatGPT/1.12 Find the first.html
4.9 kB
34. Debug code with ChatGPT/2.13 Sorted eigenvalues.html
4.9 kB
34. Debug code with ChatGPT/3.14 Physics simulation.html
5.4 kB
34. Debug code with ChatGPT/4.15 Spectral analysis.html
5.8 kB
35. Bonus/1. Bonus.html
4.7 kB