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Udemy - Master Python programming by solving scientific projects (1.2025)
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Udemy - Master Python programming by solving scientific projects (1.2025)
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文件列表
19. Project 9 Denoising noisy signals/3. Smoothing via Gaussian convolution.mp4
190.4 MB
27. Project 17 Interpolation and extrapolation/6. Fix corrupted image with interpolation.mp4
182.5 MB
28. Project 18 Simulate a brain circuit/4. Simulate the neural circuit.mp4
174.6 MB
28. Project 18 Simulate a brain circuit/6. Run some experiments!.mp4
149.8 MB
23. Project 13 Index your Python code/4. Create an alphabetized function index.mp4
149.4 MB
29. Project 19 Animate data/6. Bonus the wandering primes.mp4
145.7 MB
30. Project 20 Cryptocurrency investing/6. Simulating DCA investments (code).mp4
139.8 MB
15. Project 5 Statistics/2. Import and inspect the data.mp4
135.9 MB
06. Flow control/1. If-else statements.mp4
122.3 MB
24. Project 14 Local minimum via gradient descent/4. Repeat in 2D.mp4
121.3 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/5. Cluster the data using t-SNE and k-means.mp4
119.0 MB
23. Project 13 Index your Python code/3. Identify function calls.mp4
115.7 MB
14. Project 4 State-space trajectories/2. Import and clean the data.mp4
115.1 MB
07. Text and data visualization/1. fprintf and f-strings.mp4
111.2 MB
17. Project 7 The colorful rainbow of noise/2. White and brown noise.mp4
110.2 MB
07. Text and data visualization/4. Making the graphs look nicer.mp4
108.5 MB
26. Project 16 Time-frequency analysis of EEG/6. Wavelet convolution.mp4
108.0 MB
06. Flow control/9. Broadcasting in numpy.mp4
107.5 MB
30. Project 20 Cryptocurrency investing/7. Bonus Which coin should you have bought.mp4
107.2 MB
30. Project 20 Cryptocurrency investing/4. Data dimensionality via PCA.mp4
106.2 MB
18. Project 8 Awesome mathy stuff/4. Parameterized Gaussian.mp4
105.9 MB
12. Project 2 The Law of Large Numbers/4. Cumulative averaging.mp4
105.3 MB
06. Flow control/4. While loops.mp4
103.1 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/6. Bonus Make a 2D likelihood density plot.mp4
102.2 MB
16. Project 6 Spectral analysis/5. Welch's method.mp4
101.9 MB
29. Project 19 Animate data/2. Wavey wavelets in plotly, part 1.mp4
101.0 MB
15. Project 5 Statistics/3. T-test for acidity on wine quality.mp4
100.4 MB
28. Project 18 Simulate a brain circuit/5. Visualize population activity.mp4
100.3 MB
19. Project 9 Denoising noisy signals/2. Smoothing via running-mean filter.mp4
100.0 MB
14. Project 4 State-space trajectories/4. Run PCA and compute components.mp4
99.8 MB
07. Text and data visualization/7. Images.mp4
99.5 MB
30. Project 20 Cryptocurrency investing/2. Import and average data from one coin.mp4
99.0 MB
07. Text and data visualization/5. Adding annotations.mp4
98.8 MB
11. Project 1 Text search and replace/3. Remove formatting text.mp4
98.5 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/2. Import and normalize the cloud data.mp4
98.1 MB
15. Project 5 Statistics/4. Multiple regression.mp4
96.5 MB
17. Project 7 The colorful rainbow of noise/3. Pink and blue noise.mp4
92.7 MB
21. Project 11 Descriptive stats without numpy/3. Frequencies table.mp4
92.2 MB
25. Project 15 Data curve fitting/2. Fit a Gaussian.mp4
91.6 MB
19. Project 9 Denoising noisy signals/4. Despeckling via median filter.mp4
91.5 MB
07. Text and data visualization/6. Seaborn.mp4
91.2 MB
26. Project 16 Time-frequency analysis of EEG/4. Create a wavelet family.mp4
90.1 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/3. Compute and inspect covariance matrices.mp4
86.4 MB
16. Project 6 Spectral analysis/3. Code the Fourier transform.mp4
82.9 MB
06. Flow control/6. Function error checking and handling.mp4
80.7 MB
05. Functions/5. Creating functions.mp4
80.5 MB
06. Flow control/2. For loops.mp4
80.5 MB
11. Project 1 Text search and replace/5. Bonus Readability of scrambled words.mp4
79.2 MB
03. Data types/1. Variables.mp4
78.3 MB
13. Project 3 Entropy of written English/6. Conditional (sequence) entropy.mp4
76.8 MB
24. Project 14 Local minimum via gradient descent/3. Gradient descent.mp4
76.4 MB
10. Download all course materials/2. Strategies for solving these projects.mp4
76.4 MB
29. Project 19 Animate data/4. Wavey wavelets in matplotlib.mp4
76.2 MB
29. Project 19 Animate data/5. Mobius transform in matplotlib.mp4
75.2 MB
28. Project 18 Simulate a brain circuit/7. Bonus Separate excitation and inhibition.mp4
74.7 MB
06. Flow control/5. Initializing variables.mp4
74.4 MB
11. Project 1 Text search and replace/4. Replace 4-letter words and save to disk.mp4
74.1 MB
19. Project 9 Denoising noisy signals/6. Bonus Highlight plot areas.mp4
73.9 MB
10. Download all course materials/1. MasterPython_CodeAndData.zip
73.6 MB
19. Project 9 Denoising noisy signals/5. Denoise these biomedical data!.mp4
72.8 MB
20. Project 10 Time series filtering/3. Notch out line noise.mp4
72.4 MB
27. Project 17 Interpolation and extrapolation/3. 1D interpolation.mp4
71.6 MB
12. Project 2 The Law of Large Numbers/3. Monte Carlo sampling.mp4
70.6 MB
15. Project 5 Statistics/6. Bonus Transform to Gaussian.mp4
70.6 MB
05. Functions/3. Python libraries (pandas).mp4
70.6 MB
25. Project 15 Data curve fitting/6. Multivariate model-fitting.mp4
70.1 MB
23. Project 13 Index your Python code/7. Bonus Which file has the most points.mp4
69.8 MB
07. Text and data visualization/2. Plotting dots and lines.mp4
69.3 MB
13. Project 3 Entropy of written English/2. Import text from the web.mp4
68.7 MB
14. Project 4 State-space trajectories/3. Create a channel covariance matrix.mp4
67.8 MB
07. Text and data visualization/8. Export plots in low and high resolution.mp4
66.2 MB
05. Functions/6. Global and local variable scopes.mp4
65.7 MB
28. Project 18 Simulate a brain circuit/3. Create a circuit of 1000 neurons.mp4
64.1 MB
20. Project 10 Time series filtering/6. Bonus Desert landscape.mp4
64.1 MB
17. Project 7 The colorful rainbow of noise/4. The colorful spectral rainbow.mp4
63.4 MB
12. Project 2 The Law of Large Numbers/2. Generate a population of random numbers.mp4
63.1 MB
28. Project 18 Simulate a brain circuit/2. Simulate one brain cell.mp4
62.6 MB
21. Project 11 Descriptive stats without numpy/6. Bonus Create a csv report file.mp4
62.3 MB
05. Functions/7. Classes and object-oriented programming.mp4
61.6 MB
27. Project 17 Interpolation and extrapolation/7. Bonus Draw a Necker cube.mp4
60.9 MB
28. Project 18 Simulate a brain circuit/1. Project overview and goals.mp4
60.6 MB
13. Project 3 Entropy of written English/3. Distribution of word lengths.mp4
60.0 MB
03. Data types/3. Printing and inputting.mp4
58.0 MB
16. Project 6 Spectral analysis/4. Zero-padding the FFT.mp4
57.9 MB
13. Project 3 Entropy of written English/5. Letter entropy.mp4
57.9 MB
20. Project 10 Time series filtering/4. High-pass FIR filter.mp4
57.8 MB
12. Project 2 The Law of Large Numbers/5. Bonus The Central Limit Theorem.mp4
57.2 MB
26. Project 16 Time-frequency analysis of EEG/8. Bonus Phase map with cyclic colormap.mp4
56.1 MB
01. Introductions/6. Index of functions in the course.mp4
54.8 MB
30. Project 20 Cryptocurrency investing/3. Create a dataframe of selected coins.mp4
53.6 MB
07. Text and data visualization/3. Subplot geometry.mp4
53.0 MB
15. Project 5 Statistics/5. Logistic regression.mp4
52.8 MB
25. Project 15 Data curve fitting/3. Fit an exponential decay.mp4
52.1 MB
31. ------------ Part 3 ChatGPT ------------/3. Accessing ChatGPT.mp4
52.0 MB
26. Project 16 Time-frequency analysis of EEG/5. Import and visualize the data.mp4
51.3 MB
18. Project 8 Awesome mathy stuff/2. Pascal's triangle.mp4
51.2 MB
18. Project 8 Awesome mathy stuff/6. Eigenvalues on the complex circle.mp4
50.5 MB
27. Project 17 Interpolation and extrapolation/4. 1D extrapolation.mp4
49.2 MB
14. Project 4 State-space trajectories/6. Bonus Draw time using hues.mp4
49.0 MB
20. Project 10 Time series filtering/2. Generate a signal with random noise.mp4
48.3 MB
18. Project 8 Awesome mathy stuff/3. Euler's identity.mp4
47.1 MB
03. Data types/6. Booleans.mp4
47.0 MB
16. Project 6 Spectral analysis/6. Bonus spectrogram.mp4
46.0 MB
26. Project 16 Time-frequency analysis of EEG/2. Real-valued Morlet wavelets.mp4
45.3 MB
26. Project 16 Time-frequency analysis of EEG/7. Create a time-frequency map.mp4
45.3 MB
06. Flow control/8. Single-line loops (list comprehension).mp4
44.6 MB
26. Project 16 Time-frequency analysis of EEG/3. Complex-valued Morlet wavelets.mp4
44.0 MB
13. Project 3 Entropy of written English/4. Letter frequencies.mp4
43.0 MB
23. Project 13 Index your Python code/2. Import multiple ipynb files.mp4
42.8 MB
03. Data types/7. Dictionaries.mp4
42.8 MB
25. Project 15 Data curve fitting/7. Bonus The eye of Sauron!.mp4
42.7 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/4. Determine the number of components using PCA.mp4
42.0 MB
27. Project 17 Interpolation and extrapolation/5. Resampling revisited.mp4
41.5 MB
23. Project 13 Index your Python code/6. Create an alphabetized file list.mp4
39.8 MB
21. Project 11 Descriptive stats without numpy/4. Mode.mp4
39.7 MB
05. Functions/2. Python libraries (numpy).mp4
38.7 MB
20. Project 10 Time series filtering/5. Low-pass IIR (Butterworth) filter.mp4
37.2 MB
05. Functions/4. Getting help on functions.mp4
36.7 MB
03. Data types/4. Lists.mp4
35.1 MB
30. Project 20 Cryptocurrency investing/1. Project overview and goals.mp4
34.9 MB
18. Project 8 Awesome mathy stuff/5. Time dilation in special relativity.mp4
34.6 MB
27. Project 17 Interpolation and extrapolation/2. Downupsample a time series.mp4
34.1 MB
29. Project 19 Animate data/3. Wavey wavelets in plotly, part 2.mp4
33.7 MB
25. Project 15 Data curve fitting/4. Use a user-defined function (sigmoid).mp4
33.5 MB
13. Project 3 Entropy of written English/1. Project overview and goals.mp4
33.1 MB
11. Project 1 Text search and replace/2. Import a text file.mp4
30.0 MB
21. Project 11 Descriptive stats without numpy/2. Mean and median.mp4
29.9 MB
01. Introductions/4. Local Jupyter notebooks via Anaconda.mp4
28.7 MB
31. ------------ Part 3 ChatGPT ------------/2. What is ChatGPT.mp4
28.7 MB
04. Indexing and slicing/1. Indexing.mp4
28.6 MB
24. Project 14 Local minimum via gradient descent/5. Bonus Visualize in 3D.mp4
27.9 MB
30. Project 20 Cryptocurrency investing/5. Simulating DCA investments (instructions).mp4
27.8 MB
16. Project 6 Spectral analysis/2. Simulate an AR process.mp4
26.8 MB
31. ------------ Part 3 ChatGPT ------------/4. How to work through Part 3.mp4
26.5 MB
03. Data types/2. Math operators.mp4
26.3 MB
06. Flow control/7. Multiple inputs with zip.mp4
26.0 MB
01. Introductions/3. Python via Google colab.mp4
25.4 MB
25. Project 15 Data curve fitting/5. Conjunctive model fitting.mp4
23.3 MB
14. Project 4 State-space trajectories/5. State-space trajectories.mp4
21.9 MB
01. Introductions/2. Code a Sierpinski triangle!.mp4
21.4 MB
17. Project 7 The colorful rainbow of noise/5. Bonus How do they sound.mp4
20.8 MB
26. Project 16 Time-frequency analysis of EEG/1. Project overview and goals.mp4
20.6 MB
21. Project 11 Descriptive stats without numpy/5. Standard deviation.mp4
19.3 MB
14. Project 4 State-space trajectories/1. Project overview and goals.mp4
19.1 MB
17. Project 7 The colorful rainbow of noise/1. Project overview and goals.mp4
19.0 MB
04. Indexing and slicing/2. Slicing.mp4
18.0 MB
24. Project 14 Local minimum via gradient descent/1. Project overview and goals.mp4
17.2 MB
01. Introductions/5. Using the Q&A forum.mp4
17.1 MB
16. Project 6 Spectral analysis/1. Project overview and goals.mp4
17.1 MB
03. Data types/5. Tuples.mp4
16.5 MB
24. Project 14 Local minimum via gradient descent/2. The function and its derivative.mp4
15.9 MB
06. Flow control/3. Continue.mp4
15.0 MB
20. Project 10 Time series filtering/1. Project overview and goals.mp4
13.1 MB
10. Download all course materials/1. IMPORTANT Download course materials.mp4
13.1 MB
27. Project 17 Interpolation and extrapolation/1. Project overview and goals.mp4
12.9 MB
18. Project 8 Awesome mathy stuff/7. Bonus I heart math.mp4
12.1 MB
01. Introductions/1. Prerequisites and how to rock this course.mp4
11.9 MB
19. Project 9 Denoising noisy signals/1. Project overview and goals.mp4
11.4 MB
05. Functions/1. Inputs and outputs.mp4
11.1 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/1. Project overview and goals.mp4
10.7 MB
13. Project 3 Entropy of written English/7. Bonus Make a word cloud.mp4
10.2 MB
12. Project 2 The Law of Large Numbers/1. Project overview and goals.mp4
9.9 MB
15. Project 5 Statistics/1. Project overview and goals.mp4
9.9 MB
23. Project 13 Index your Python code/1. Project overview and goals.mp4
8.9 MB
08. A brief aside on sharing code/1. Getting code from githubgoogle-drive.mp4
8.0 MB
23. Project 13 Index your Python code/5. Alphabetize the function list.mp4
7.0 MB
29. Project 19 Animate data/1. Project overview and goals.mp4
5.5 MB
21. Project 11 Descriptive stats without numpy/1. Project overview and goals.mp4
4.6 MB
25. Project 15 Data curve fitting/1. Project overview and goals.mp4
4.6 MB
18. Project 8 Awesome mathy stuff/1. Project overview and goals.mp4
2.3 MB
07. Text and data visualization/9. Sierpinski pseudocode, part II.mp4
2.2 MB
11. Project 1 Text search and replace/1. Project overview and goals.mp4
2.0 MB
19. Project 9 Denoising noisy signals/3. Smoothing via Gaussian convolution.vtt
41.0 kB
06. Flow control/1. If-else statements.vtt
32.7 kB
30. Project 20 Cryptocurrency investing/6. Simulating DCA investments (code).vtt
32.4 kB
29. Project 19 Animate data/6. Bonus the wandering primes.vtt
31.7 kB
24. Project 14 Local minimum via gradient descent/4. Repeat in 2D.vtt
31.6 kB
07. Text and data visualization/4. Making the graphs look nicer.vtt
30.8 kB
27. Project 17 Interpolation and extrapolation/6. Fix corrupted image with interpolation.vtt
30.8 kB
30. Project 20 Cryptocurrency investing/4. Data dimensionality via PCA.vtt
29.2 kB
19. Project 9 Denoising noisy signals/2. Smoothing via running-mean filter.vtt
28.7 kB
28. Project 18 Simulate a brain circuit/4. Simulate the neural circuit.vtt
28.4 kB
30. Project 20 Cryptocurrency investing/7. Bonus Which coin should you have bought.vtt
28.4 kB
18. Project 8 Awesome mathy stuff/4. Parameterized Gaussian.vtt
28.3 kB
06. Flow control/5. Initializing variables.vtt
28.2 kB
07. Text and data visualization/1. fprintf and f-strings.vtt
28.2 kB
14. Project 4 State-space trajectories/2. Import and clean the data.vtt
27.9 kB
29. Project 19 Animate data/2. Wavey wavelets in plotly, part 1.vtt
27.8 kB
30. Project 20 Cryptocurrency investing/3. Create a dataframe of selected coins.vtt
27.6 kB
17. Project 7 The colorful rainbow of noise/2. White and brown noise.vtt
26.9 kB
16. Project 6 Spectral analysis/5. Welch's method.vtt
26.5 kB
15. Project 5 Statistics/2. Import and inspect the data.vtt
25.9 kB
06. Flow control/9. Broadcasting in numpy.vtt
25.8 kB
01. Introductions/6. MasPy_functionlist.xlsx
25.6 kB
15. Project 5 Statistics/3. T-test for acidity on wine quality.vtt
24.9 kB
30. Project 20 Cryptocurrency investing/2. Import and average data from one coin.vtt
24.7 kB
19. Project 9 Denoising noisy signals/4. Despeckling via median filter.vtt
24.3 kB
14. Project 4 State-space trajectories/4. Run PCA and compute components.vtt
24.2 kB
05. Functions/5. Creating functions.vtt
24.2 kB
06. Flow control/4. While loops.vtt
23.8 kB
23. Project 13 Index your Python code/3. Identify function calls.vtt
23.7 kB
17. Project 7 The colorful rainbow of noise/3. Pink and blue noise.vtt
23.3 kB
12. Project 2 The Law of Large Numbers/4. Cumulative averaging.vtt
22.7 kB
22. Project 12 Clustering PCA, t-SNE, and k-means/2. Import and normalize the cloud data.vtt
22.7 kB
21. Project 11 Descriptive stats without numpy/3. Frequencies table.vtt
22.4 kB
07. Text and data visualization/7. Images.vtt
22.2 kB
03. Data types/1. Variables.vtt
22.2 kB
06. Flow control/6. Function error checking and handling.vtt
22.1 kB
18. Project 8 Awesome mathy stuff/2. Pascal's triangle.vtt
22.0 kB
06. Flow control/2. For loops.vtt
21.4 kB
24. Project 14 Local minimum via gradient descent/3. Gradient descent.vtt
21.4 kB
18. Project 8 Awesome mathy stuff/3. Euler's identity.vtt
21.2 kB
28. Project 18 Simulate a brain circuit/6. Run some experiments!.vtt
21.2 kB
03. Data types/4. Lists.vtt
20.9 kB
22. Project 12 Clustering PCA, t-SNE, and k-means/6. Bonus Make a 2D likelihood density plot.vtt
20.8 kB
28. Project 18 Simulate a brain circuit/3. Create a circuit of 1000 neurons.vtt
20.8 kB
15. Project 5 Statistics/6. Bonus Transform to Gaussian.vtt
20.7 kB
03. Data types/6. Booleans.vtt
20.6 kB
11. Project 1 Text search and replace/5. Bonus Readability of scrambled words.vtt
20.4 kB
07. Text and data visualization/5. Adding annotations.vtt
20.3 kB
16. Project 6 Spectral analysis/3. Code the Fourier transform.vtt
20.2 kB
26. Project 16 Time-frequency analysis of EEG/6. Wavelet convolution.vtt
20.1 kB
13. Project 3 Entropy of written English/6. Conditional (sequence) entropy.vtt
20.0 kB
06. Flow control/8. Single-line loops (list comprehension).vtt
19.9 kB
26. Project 16 Time-frequency analysis of EEG/4. Create a wavelet family.vtt
19.8 kB
28. Project 18 Simulate a brain circuit/2. Simulate one brain cell.vtt
19.5 kB
07. Text and data visualization/6. Seaborn.vtt
19.4 kB
19. Project 9 Denoising noisy signals/5. Denoise these biomedical data!.vtt
19.3 kB
23. Project 13 Index your Python code/7. Bonus Which file has the most points.vtt
19.2 kB
25. Project 15 Data curve fitting/2. Fit a Gaussian.vtt
19.1 kB
07. Text and data visualization/3. Subplot geometry.vtt
19.1 kB
25. Project 15 Data curve fitting/6. Multivariate model-fitting.vtt
19.0 kB
15. Project 5 Statistics/5. Logistic regression.vtt
19.0 kB
05. Functions/3. Python libraries (pandas).vtt
18.8 kB
22. Project 12 Clustering PCA, t-SNE, and k-means/3. Compute and inspect covariance matrices.vtt
18.6 kB
18. Project 8 Awesome mathy stuff/6. Eigenvalues on the complex circle.vtt
18.1 kB
22. Project 12 Clustering PCA, t-SNE, and k-means/5. Cluster the data using t-SNE and k-means.vtt
18.1 kB
27. Project 17 Interpolation and extrapolation/3. 1D interpolation.vtt
18.0 kB
30. Project 20 Cryptocurrency investing/1. Project overview and goals.vtt
17.7 kB
26. Project 16 Time-frequency analysis of EEG/2. Real-valued Morlet wavelets.vtt
17.7 kB
03. Data types/7. Dictionaries.vtt
17.7 kB
27. Project 17 Interpolation and extrapolation/2. Downupsample a time series.vtt
17.6 kB
20. Project 10 Time series filtering/2. Generate a signal with random noise.vtt
17.4 kB
20. Project 10 Time series filtering/3. Notch out line noise.vtt
17.1 kB
15. Project 5 Statistics/4. Multiple regression.vtt
17.0 kB
12. Project 2 The Law of Large Numbers/3. Monte Carlo sampling.vtt
16.9 kB
27. Project 17 Interpolation and extrapolation/7. Bonus Draw a Necker cube.vtt
16.8 kB
10. Download all course materials/2. Strategies for solving these projects.vtt
16.8 kB
07. Text and data visualization/2. Plotting dots and lines.vtt
16.7 kB
11. Project 1 Text search and replace/3. Remove formatting text.vtt
16.4 kB
16. Project 6 Spectral analysis/2. Simulate an AR process.vtt
16.3 kB
29. Project 19 Animate data/4. Wavey wavelets in matplotlib.vtt
16.0 kB
05. Functions/2. Python libraries (numpy).vtt
15.7 kB
30. Project 20 Cryptocurrency investing/5. Simulating DCA investments (instructions).vtt
15.5 kB
05. Functions/7. Classes and object-oriented programming.vtt
15.5 kB
16. Project 6 Spectral analysis/4. Zero-padding the FFT.vtt
15.4 kB
28. Project 18 Simulate a brain circuit/1. Project overview and goals.vtt
15.2 kB
13. Project 3 Entropy of written English/3. Distribution of word lengths.vtt
15.2 kB
28. Project 18 Simulate a brain circuit/5. Visualize population activity.vtt
14.8 kB
20. Project 10 Time series filtering/4. High-pass FIR filter.vtt
14.7 kB
01. Introductions/2. Code a Sierpinski triangle!.vtt
14.7 kB
03. Data types/3. Printing and inputting.vtt
14.4 kB
14. Project 4 State-space trajectories/3. Create a channel covariance matrix.vtt
14.3 kB
04. Indexing and slicing/1. Indexing.vtt
14.3 kB
19. Project 9 Denoising noisy signals/6. Bonus Highlight plot areas.vtt
13.9 kB
12. Project 2 The Law of Large Numbers/2. Generate a population of random numbers.vtt
13.8 kB
28. Project 18 Simulate a brain circuit/7. Bonus Separate excitation and inhibition.vtt
13.7 kB
16. Project 6 Spectral analysis/6. Bonus spectrogram.vtt
13.7 kB
25. Project 15 Data curve fitting/4. Use a user-defined function (sigmoid).vtt
13.6 kB
05. Functions/6. Global and local variable scopes.vtt
13.5 kB
03. Data types/2. Math operators.vtt
13.4 kB
18. Project 8 Awesome mathy stuff/5. Time dilation in special relativity.vtt
13.3 kB
21. Project 11 Descriptive stats without numpy/6. Bonus Create a csv report file.vtt
13.3 kB
26. Project 16 Time-frequency analysis of EEG/5. Import and visualize the data.vtt
13.3 kB
29. Project 19 Animate data/3. Wavey wavelets in plotly, part 2.vtt
13.1 kB
20. Project 10 Time series filtering/6. Bonus Desert landscape.vtt
12.9 kB
21. Project 11 Descriptive stats without numpy/2. Mean and median.vtt
12.9 kB
17. Project 7 The colorful rainbow of noise/4. The colorful spectral rainbow.vtt
12.8 kB
22. Project 12 Clustering PCA, t-SNE, and k-means/4. Determine the number of components using PCA.vtt
12.8 kB
12. Project 2 The Law of Large Numbers/5. Bonus The Central Limit Theorem.vtt
12.4 kB
11. Project 1 Text search and replace/4. Replace 4-letter words and save to disk.vtt
12.1 kB
13. Project 3 Entropy of written English/4. Letter frequencies.vtt
12.0 kB
21. Project 11 Descriptive stats without numpy/4. Mode.vtt
11.7 kB
07. Text and data visualization/8. Export plots in low and high resolution.vtt
11.6 kB
06. Flow control/7. Multiple inputs with zip.vtt
11.6 kB
04. Indexing and slicing/2. Slicing.vtt
11.6 kB
13. Project 3 Entropy of written English/5. Letter entropy.vtt
11.5 kB
05. Functions/4. Getting help on functions.vtt
11.4 kB
26. Project 16 Time-frequency analysis of EEG/3. Complex-valued Morlet wavelets.vtt
11.2 kB
23. Project 13 Index your Python code/2. Import multiple ipynb files.vtt
11.2 kB
14. Project 4 State-space trajectories/1. Project overview and goals.vtt
11.0 kB
25. Project 15 Data curve fitting/7. Bonus The eye of Sauron!.vtt
10.9 kB
20. Project 10 Time series filtering/5. Low-pass IIR (Butterworth) filter.vtt
10.9 kB
27. Project 17 Interpolation and extrapolation/4. 1D extrapolation.vtt
10.6 kB
13. Project 3 Entropy of written English/2. Import text from the web.vtt
10.4 kB
24. Project 14 Local minimum via gradient descent/5. Bonus Visualize in 3D.vtt
10.4 kB
21. Project 11 Descriptive stats without numpy/5. Standard deviation.vtt
10.4 kB
23. Project 13 Index your Python code/6. Create an alphabetized file list.vtt
10.1 kB
16. Project 6 Spectral analysis/1. Project overview and goals.vtt
10.0 kB
24. Project 14 Local minimum via gradient descent/2. The function and its derivative.vtt
9.9 kB
14. Project 4 State-space trajectories/6. Bonus Draw time using hues.vtt
9.6 kB
25. Project 15 Data curve fitting/5. Conjunctive model fitting.vtt
9.2 kB
03. Data types/5. Tuples.vtt
9.1 kB
01. Introductions/1. Prerequisites and how to rock this course.vtt
9.0 kB
06. Flow control/3. Continue.vtt
8.8 kB
27. Project 17 Interpolation and extrapolation/5. Resampling revisited.vtt
8.7 kB
26. Project 16 Time-frequency analysis of EEG/7. Create a time-frequency map.vtt
8.7 kB
14. Project 4 State-space trajectories/5. State-space trajectories.vtt
8.3 kB
11. Project 1 Text search and replace/2. Import a text file.vtt
8.1 kB
24. Project 14 Local minimum via gradient descent/1. Project overview and goals.vtt
8.0 kB
20. Project 10 Time series filtering/1. Project overview and goals.vtt
7.8 kB
01. Introductions/4. Local Jupyter notebooks via Anaconda.vtt
7.5 kB
13. Project 3 Entropy of written English/1. Project overview and goals.vtt
7.4 kB
26. Project 16 Time-frequency analysis of EEG/1. Project overview and goals.vtt
7.2 kB
01. Introductions/3. Python via Google colab.vtt
7.1 kB
26. Project 16 Time-frequency analysis of EEG/8. Bonus Phase map with cyclic colormap.vtt
7.1 kB
17. Project 7 The colorful rainbow of noise/1. Project overview and goals.vtt
7.0 kB
01. Introductions/5. Using the Q&A forum.vtt
6.9 kB
31. ------------ Part 3 ChatGPT ------------/2. What is ChatGPT.vtt
6.8 kB
05. Functions/1. Inputs and outputs.vtt
6.7 kB
31. ------------ Part 3 ChatGPT ------------/4. How to work through Part 3.vtt
6.4 kB
34. Debug code with ChatGPT/4.15 Spectral analysis.html
5.9 kB
01. Introductions/6. Index of functions in the course.vtt
5.8 kB
32. Basic coding with ChatGPT/1.2 Pythagorean calculations.html
5.8 kB
17. Project 7 The colorful rainbow of noise/5. Bonus How do they sound.vtt
5.6 kB
33. Intermediate coding Flow control and functions/4.10 Currency formatting.html
5.6 kB
31. ------------ Part 3 ChatGPT ------------/3. Accessing ChatGPT.vtt
5.5 kB
34. Debug code with ChatGPT/3.14 Physics simulation.html
5.5 kB
18. Project 8 Awesome mathy stuff/7. Bonus I heart math.vtt
5.5 kB
32. Basic coding with ChatGPT/3.4 Merging dictionaries.html
5.2 kB
12. Project 2 The Law of Large Numbers/1. Project overview and goals.vtt
5.1 kB
32. Basic coding with ChatGPT/2.3 Count the 7's.html
5.1 kB
32. Basic coding with ChatGPT/4.5 Indexing and slicing.html
5.1 kB
34. Debug code with ChatGPT/2.13 Sorted eigenvalues.html
5.0 kB
34. Debug code with ChatGPT/1.12 Find the first.html
5.0 kB
33. Intermediate coding Flow control and functions/1.7 Dot product function.html
5.0 kB
32. Basic coding with ChatGPT/5.6 Matrices from math using numpy.html
5.0 kB
10. Download all course materials/1. IMPORTANT Download course materials.vtt
4.8 kB
35. Bonus/1. Bonus.html
4.8 kB
33. Intermediate coding Flow control and functions/5.11 Sum of multiples.html
4.8 kB
33. Intermediate coding Flow control and functions/2.8 Poisson counter.html
4.7 kB
33. Intermediate coding Flow control and functions/3.9 Sum the primes.html
4.7 kB
31. ------------ Part 3 ChatGPT ------------/5.1 Test exercise.html
4.5 kB
27. Project 17 Interpolation and extrapolation/1. Project overview and goals.vtt
4.1 kB
13. Project 3 Entropy of written English/7. Bonus Make a word cloud.vtt
3.7 kB
08. A brief aside on sharing code/1. Getting code from githubgoogle-drive.vtt
3.5 kB
22. Project 12 Clustering PCA, t-SNE, and k-means/1. Project overview and goals.vtt
3.5 kB
15. Project 5 Statistics/1. Project overview and goals.vtt
3.5 kB
29. Project 19 Animate data/1. Project overview and goals.vtt
3.0 kB
19. Project 9 Denoising noisy signals/1. Project overview and goals.vtt
3.0 kB
23. Project 13 Index your Python code/5. Alphabetize the function list.vtt
2.3 kB
25. Project 15 Data curve fitting/1. Project overview and goals.vtt
2.3 kB
21. Project 11 Descriptive stats without numpy/1. Project overview and goals.vtt
2.3 kB
23. Project 13 Index your Python code/1. Project overview and goals.vtt
1.8 kB
07. Text and data visualization/9. Sierpinski pseudocode, part II.vtt
1.7 kB
18. Project 8 Awesome mathy stuff/1. Project overview and goals.vtt
1.3 kB
11. Project 1 Text search and replace/1. Project overview and goals.vtt
1.0 kB
31. ------------ Part 3 ChatGPT ------------/1. Part 3 ChatGPT.html
181 Bytes
02. ------------ Part 1 The basics ------------/1. Part 1 The basics.html
142 Bytes
09. ------------ Part 2 The projects ------------/1. Part 2 The projects.html
113 Bytes
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