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

Creation Time	Aug. 7, 2025, 5:49 p.m.
Last Access Time	Aug. 20, 2025, 4:13 a.m.
File Size	9.7 GB
Keywords	scientific Python programming solving - Udemy 1 2025 Master by projects
Total Requests	78
Total Files	360
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19. Project 9 Denoising noisy signals/3. Smoothing via Gaussian convolution.mp4 181.6 MB
27. Project 17 Interpolation and extrapolation/6. Fix corrupted image with interpolation.mp4 174.0 MB
28. Project 18 Simulate a brain circuit/4. Simulate the neural circuit.mp4 166.5 MB
28. Project 18 Simulate a brain circuit/6. Run some experiments!.mp4 142.8 MB
23. Project 13 Index your Python code/4. Create an alphabetized function index.mp4 142.5 MB
29. Project 19 Animate data/6. Bonus the wandering primes.mp4 139.0 MB
30. Project 20 Cryptocurrency investing/6. Simulating DCA investments (code).mp4 133.3 MB
15. Project 5 Statistics/2. Import and inspect the data.mp4 129.6 MB
06. Flow control/1. If-else statements.mp4 116.6 MB
24. Project 14 Local minimum via gradient descent/4. Repeat in 2D.mp4 115.7 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/5. Cluster the data using t-SNE and k-means.mp4 113.5 MB
23. Project 13 Index your Python code/3. Identify function calls.mp4 110.3 MB
14. Project 4 State-space trajectories/2. Import and clean the data.mp4 109.7 MB
07. Text and data visualization/1. fprintf and f-strings.mp4 106.1 MB
17. Project 7 The colorful rainbow of noise/2. White and brown noise.mp4 105.1 MB
07. Text and data visualization/4. Making the graphs look nicer.mp4 103.5 MB
26. Project 16 Time-frequency analysis of EEG/6. Wavelet convolution.mp4 103.0 MB
06. Flow control/9. Broadcasting in numpy.mp4 102.5 MB
30. Project 20 Cryptocurrency investing/7. Bonus Which coin should you have bought.mp4 102.3 MB
30. Project 20 Cryptocurrency investing/4. Data dimensionality via PCA.mp4 101.2 MB
18. Project 8 Awesome mathy stuff/4. Parameterized Gaussian.mp4 101.0 MB
12. Project 2 The Law of Large Numbers/4. Cumulative averaging.mp4 100.4 MB
06. Flow control/4. While loops.mp4 98.4 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/6. Bonus Make a 2D likelihood density plot.mp4 97.4 MB
16. Project 6 Spectral analysis/5. Welch's method.mp4 97.2 MB
29. Project 19 Animate data/2. Wavey wavelets in plotly, part 1.mp4 96.4 MB
15. Project 5 Statistics/3. T-test for acidity on wine quality.mp4 95.8 MB
28. Project 18 Simulate a brain circuit/5. Visualize population activity.mp4 95.7 MB
19. Project 9 Denoising noisy signals/2. Smoothing via running-mean filter.mp4 95.3 MB
14. Project 4 State-space trajectories/4. Run PCA and compute components.mp4 95.1 MB
07. Text and data visualization/7. Images.mp4 94.9 MB
30. Project 20 Cryptocurrency investing/2. Import and average data from one coin.mp4 94.4 MB
07. Text and data visualization/5. Adding annotations.mp4 94.2 MB
11. Project 1 Text search and replace/3. Remove formatting text.mp4 93.9 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/2. Import and normalize the cloud data.mp4 93.6 MB
15. Project 5 Statistics/4. Multiple regression.mp4 92.0 MB
17. Project 7 The colorful rainbow of noise/3. Pink and blue noise.mp4 88.5 MB
21. Project 11 Descriptive stats without numpy/3. Frequencies table.mp4 87.9 MB
25. Project 15 Data curve fitting/2. Fit a Gaussian.mp4 87.4 MB
19. Project 9 Denoising noisy signals/4. Despeckling via median filter.mp4 87.3 MB
07. Text and data visualization/6. Seaborn.mp4 87.0 MB
26. Project 16 Time-frequency analysis of EEG/4. Create a wavelet family.mp4 85.9 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/3. Compute and inspect covariance matrices.mp4 82.4 MB
16. Project 6 Spectral analysis/3. Code the Fourier transform.mp4 79.1 MB
06. Flow control/6. Function error checking and handling.mp4 77.0 MB
05. Functions/5. Creating functions.mp4 76.8 MB
06. Flow control/2. For loops.mp4 76.8 MB
11. Project 1 Text search and replace/5. Bonus Readability of scrambled words.mp4 75.5 MB
03. Data types/1. Variables.mp4 74.6 MB
13. Project 3 Entropy of written English/6. Conditional (sequence) entropy.mp4 73.2 MB
24. Project 14 Local minimum via gradient descent/3. Gradient descent.mp4 72.9 MB
10. Download all course materials/2. Strategies for solving these projects.mp4 72.8 MB
29. Project 19 Animate data/4. Wavey wavelets in matplotlib.mp4 72.7 MB
29. Project 19 Animate data/5. Mobius transform in matplotlib.mp4 71.7 MB
28. Project 18 Simulate a brain circuit/7. Bonus Separate excitation and inhibition.mp4 71.2 MB
06. Flow control/5. Initializing variables.mp4 71.0 MB
11. Project 1 Text search and replace/4. Replace 4-letter words and save to disk.mp4 70.6 MB
19. Project 9 Denoising noisy signals/6. Bonus Highlight plot areas.mp4 70.5 MB
10. Download all course materials/1. MasterPython_CodeAndData.zip 70.1 MB
19. Project 9 Denoising noisy signals/5. Denoise these biomedical data!.mp4 69.4 MB
20. Project 10 Time series filtering/3. Notch out line noise.mp4 69.0 MB
27. Project 17 Interpolation and extrapolation/3. 1D interpolation.mp4 68.3 MB
12. Project 2 The Law of Large Numbers/3. Monte Carlo sampling.mp4 67.4 MB
15. Project 5 Statistics/6. Bonus Transform to Gaussian.mp4 67.3 MB
05. Functions/3. Python libraries (pandas).mp4 67.3 MB
25. Project 15 Data curve fitting/6. Multivariate model-fitting.mp4 66.9 MB
23. Project 13 Index your Python code/7. Bonus Which file has the most points.mp4 66.6 MB
07. Text and data visualization/2. Plotting dots and lines.mp4 66.1 MB
13. Project 3 Entropy of written English/2. Import text from the web.mp4 65.5 MB
14. Project 4 State-space trajectories/3. Create a channel covariance matrix.mp4 64.7 MB
07. Text and data visualization/8. Export plots in low and high resolution.mp4 63.1 MB
05. Functions/6. Global and local variable scopes.mp4 62.6 MB
28. Project 18 Simulate a brain circuit/3. Create a circuit of 1000 neurons.mp4 61.1 MB
20. Project 10 Time series filtering/6. Bonus Desert landscape.mp4 61.1 MB
17. Project 7 The colorful rainbow of noise/4. The colorful spectral rainbow.mp4 60.5 MB
12. Project 2 The Law of Large Numbers/2. Generate a population of random numbers.mp4 60.1 MB
28. Project 18 Simulate a brain circuit/2. Simulate one brain cell.mp4 59.7 MB
21. Project 11 Descriptive stats without numpy/6. Bonus Create a csv report file.mp4 59.4 MB
05. Functions/7. Classes and object-oriented programming.mp4 58.8 MB
27. Project 17 Interpolation and extrapolation/7. Bonus Draw a Necker cube.mp4 58.1 MB
28. Project 18 Simulate a brain circuit/1. Project overview and goals.mp4 57.8 MB
13. Project 3 Entropy of written English/3. Distribution of word lengths.mp4 57.2 MB
03. Data types/3. Printing and inputting.mp4 55.3 MB
16. Project 6 Spectral analysis/4. Zero-padding the FFT.mp4 55.2 MB
13. Project 3 Entropy of written English/5. Letter entropy.mp4 55.2 MB
20. Project 10 Time series filtering/4. High-pass FIR filter.mp4 55.2 MB
12. Project 2 The Law of Large Numbers/5. Bonus The Central Limit Theorem.mp4 54.5 MB
26. Project 16 Time-frequency analysis of EEG/8. Bonus Phase map with cyclic colormap.mp4 53.5 MB
01. Introductions/6. Index of functions in the course.mp4 52.3 MB
30. Project 20 Cryptocurrency investing/3. Create a dataframe of selected coins.mp4 51.1 MB
07. Text and data visualization/3. Subplot geometry.mp4 50.5 MB
15. Project 5 Statistics/5. Logistic regression.mp4 50.4 MB
25. Project 15 Data curve fitting/3. Fit an exponential decay.mp4 49.7 MB
31. ------------ Part 3 ChatGPT ------------/3. Accessing ChatGPT.mp4 49.6 MB
26. Project 16 Time-frequency analysis of EEG/5. Import and visualize the data.mp4 48.9 MB
18. Project 8 Awesome mathy stuff/2. Pascal's triangle.mp4 48.8 MB
18. Project 8 Awesome mathy stuff/6. Eigenvalues on the complex circle.mp4 48.1 MB
27. Project 17 Interpolation and extrapolation/4. 1D extrapolation.mp4 47.0 MB
14. Project 4 State-space trajectories/6. Bonus Draw time using hues.mp4 46.7 MB
20. Project 10 Time series filtering/2. Generate a signal with random noise.mp4 46.1 MB
18. Project 8 Awesome mathy stuff/3. Euler's identity.mp4 44.9 MB
03. Data types/6. Booleans.mp4 44.8 MB
16. Project 6 Spectral analysis/6. Bonus spectrogram.mp4 43.9 MB
26. Project 16 Time-frequency analysis of EEG/2. Real-valued Morlet wavelets.mp4 43.2 MB
26. Project 16 Time-frequency analysis of EEG/7. Create a time-frequency map.mp4 43.2 MB
06. Flow control/8. Single-line loops (list comprehension).mp4 42.5 MB
26. Project 16 Time-frequency analysis of EEG/3. Complex-valued Morlet wavelets.mp4 41.9 MB
13. Project 3 Entropy of written English/4. Letter frequencies.mp4 41.0 MB
23. Project 13 Index your Python code/2. Import multiple ipynb files.mp4 40.8 MB
03. Data types/7. Dictionaries.mp4 40.8 MB
25. Project 15 Data curve fitting/7. Bonus The eye of Sauron!.mp4 40.7 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/4. Determine the number of components using PCA.mp4 40.0 MB
27. Project 17 Interpolation and extrapolation/5. Resampling revisited.mp4 39.6 MB
23. Project 13 Index your Python code/6. Create an alphabetized file list.mp4 38.0 MB
21. Project 11 Descriptive stats without numpy/4. Mode.mp4 37.9 MB
05. Functions/2. Python libraries (numpy).mp4 36.9 MB
20. Project 10 Time series filtering/5. Low-pass IIR (Butterworth) filter.mp4 35.5 MB
05. Functions/4. Getting help on functions.mp4 35.0 MB
03. Data types/4. Lists.mp4 33.5 MB
30. Project 20 Cryptocurrency investing/1. Project overview and goals.mp4 33.3 MB
18. Project 8 Awesome mathy stuff/5. Time dilation in special relativity.mp4 33.0 MB
27. Project 17 Interpolation and extrapolation/2. Downupsample a time series.mp4 32.5 MB
29. Project 19 Animate data/3. Wavey wavelets in plotly, part 2.mp4 32.1 MB
25. Project 15 Data curve fitting/4. Use a user-defined function (sigmoid).mp4 32.0 MB
13. Project 3 Entropy of written English/1. Project overview and goals.mp4 31.6 MB
11. Project 1 Text search and replace/2. Import a text file.mp4 28.6 MB
21. Project 11 Descriptive stats without numpy/2. Mean and median.mp4 28.5 MB
01. Introductions/4. Local Jupyter notebooks via Anaconda.mp4 27.4 MB
31. ------------ Part 3 ChatGPT ------------/2. What is ChatGPT.mp4 27.4 MB
04. Indexing and slicing/1. Indexing.mp4 27.2 MB
24. Project 14 Local minimum via gradient descent/5. Bonus Visualize in 3D.mp4 26.6 MB
30. Project 20 Cryptocurrency investing/5. Simulating DCA investments (instructions).mp4 26.5 MB
16. Project 6 Spectral analysis/2. Simulate an AR process.mp4 25.6 MB
31. ------------ Part 3 ChatGPT ------------/4. How to work through Part 3.mp4 25.2 MB
03. Data types/2. Math operators.mp4 25.1 MB
06. Flow control/7. Multiple inputs with zip.mp4 24.8 MB
01. Introductions/3. Python via Google colab.mp4 24.2 MB
25. Project 15 Data curve fitting/5. Conjunctive model fitting.mp4 22.2 MB
14. Project 4 State-space trajectories/5. State-space trajectories.mp4 20.9 MB
01. Introductions/2. Code a Sierpinski triangle!.mp4 20.4 MB
17. Project 7 The colorful rainbow of noise/5. Bonus How do they sound.mp4 19.9 MB
26. Project 16 Time-frequency analysis of EEG/1. Project overview and goals.mp4 19.6 MB
21. Project 11 Descriptive stats without numpy/5. Standard deviation.mp4 18.4 MB
14. Project 4 State-space trajectories/1. Project overview and goals.mp4 18.2 MB
17. Project 7 The colorful rainbow of noise/1. Project overview and goals.mp4 18.2 MB
04. Indexing and slicing/2. Slicing.mp4 17.2 MB
24. Project 14 Local minimum via gradient descent/1. Project overview and goals.mp4 16.4 MB
01. Introductions/5. Using the Q&A forum.mp4 16.3 MB
16. Project 6 Spectral analysis/1. Project overview and goals.mp4 16.3 MB
03. Data types/5. Tuples.mp4 15.7 MB
24. Project 14 Local minimum via gradient descent/2. The function and its derivative.mp4 15.2 MB
06. Flow control/3. Continue.mp4 14.3 MB
20. Project 10 Time series filtering/1. Project overview and goals.mp4 12.5 MB
10. Download all course materials/1. IMPORTANT Download course materials.mp4 12.5 MB
27. Project 17 Interpolation and extrapolation/1. Project overview and goals.mp4 12.3 MB
18. Project 8 Awesome mathy stuff/7. Bonus I heart math.mp4 11.6 MB
01. Introductions/1. Prerequisites and how to rock this course.mp4 11.3 MB
19. Project 9 Denoising noisy signals/1. Project overview and goals.mp4 10.9 MB
05. Functions/1. Inputs and outputs.mp4 10.6 MB
22. Project 12 Clustering PCA, t-SNE, and k-means/1. Project overview and goals.mp4 10.2 MB
13. Project 3 Entropy of written English/7. Bonus Make a word cloud.mp4 9.8 MB
12. Project 2 The Law of Large Numbers/1. Project overview and goals.mp4 9.5 MB
15. Project 5 Statistics/1. Project overview and goals.mp4 9.4 MB
23. Project 13 Index your Python code/1. Project overview and goals.mp4 8.5 MB
08. A brief aside on sharing code/1. Getting code from githubgoogle-drive.mp4 7.6 MB
23. Project 13 Index your Python code/5. Alphabetize the function list.mp4 6.6 MB
29. Project 19 Animate data/1. Project overview and goals.mp4 5.3 MB
21. Project 11 Descriptive stats without numpy/1. Project overview and goals.mp4 4.4 MB
25. Project 15 Data curve fitting/1. Project overview and goals.mp4 4.3 MB
18. Project 8 Awesome mathy stuff/1. Project overview and goals.mp4 2.2 MB
07. Text and data visualization/9. Sierpinski pseudocode, part II.mp4 2.1 MB
11. Project 1 Text search and replace/1. Project overview and goals.mp4 1.9 MB
19. Project 9 Denoising noisy signals/3. Smoothing via Gaussian convolution.vtt 40.0 KB
06. Flow control/1. If-else statements.vtt 31.9 KB
30. Project 20 Cryptocurrency investing/6. Simulating DCA investments (code).vtt 31.6 KB
29. Project 19 Animate data/6. Bonus the wandering primes.vtt 31.0 KB
24. Project 14 Local minimum via gradient descent/4. Repeat in 2D.vtt 30.8 KB
07. Text and data visualization/4. Making the graphs look nicer.vtt 30.1 KB
27. Project 17 Interpolation and extrapolation/6. Fix corrupted image with interpolation.vtt 30.0 KB
30. Project 20 Cryptocurrency investing/4. Data dimensionality via PCA.vtt 28.5 KB
19. Project 9 Denoising noisy signals/2. Smoothing via running-mean filter.vtt 28.1 KB
28. Project 18 Simulate a brain circuit/4. Simulate the neural circuit.vtt 27.8 KB
30. Project 20 Cryptocurrency investing/7. Bonus Which coin should you have bought.vtt 27.7 KB
18. Project 8 Awesome mathy stuff/4. Parameterized Gaussian.vtt 27.6 KB
06. Flow control/5. Initializing variables.vtt 27.6 KB
07. Text and data visualization/1. fprintf and f-strings.vtt 27.5 KB
14. Project 4 State-space trajectories/2. Import and clean the data.vtt 27.3 KB
29. Project 19 Animate data/2. Wavey wavelets in plotly, part 1.vtt 27.1 KB
30. Project 20 Cryptocurrency investing/3. Create a dataframe of selected coins.vtt 27.0 KB
17. Project 7 The colorful rainbow of noise/2. White and brown noise.vtt 26.2 KB
16. Project 6 Spectral analysis/5. Welch's method.vtt 25.9 KB
15. Project 5 Statistics/2. Import and inspect the data.vtt 25.3 KB
06. Flow control/9. Broadcasting in numpy.vtt 25.2 KB
01. Introductions/6. MasPy_functionlist.xlsx 25.0 KB
15. Project 5 Statistics/3. T-test for acidity on wine quality.vtt 24.3 KB
30. Project 20 Cryptocurrency investing/2. Import and average data from one coin.vtt 24.1 KB
19. Project 9 Denoising noisy signals/4. Despeckling via median filter.vtt 23.8 KB
14. Project 4 State-space trajectories/4. Run PCA and compute components.vtt 23.6 KB
05. Functions/5. Creating functions.vtt 23.6 KB
06. Flow control/4. While loops.vtt 23.2 KB
23. Project 13 Index your Python code/3. Identify function calls.vtt 23.1 KB
17. Project 7 The colorful rainbow of noise/3. Pink and blue noise.vtt 22.7 KB
12. Project 2 The Law of Large Numbers/4. Cumulative averaging.vtt 22.2 KB
22. Project 12 Clustering PCA, t-SNE, and k-means/2. Import and normalize the cloud data.vtt 22.2 KB
21. Project 11 Descriptive stats without numpy/3. Frequencies table.vtt 21.9 KB
07. Text and data visualization/7. Images.vtt 21.7 KB
03. Data types/1. Variables.vtt 21.7 KB
06. Flow control/6. Function error checking and handling.vtt 21.6 KB
18. Project 8 Awesome mathy stuff/2. Pascal's triangle.vtt 21.4 KB
06. Flow control/2. For loops.vtt 20.9 KB
24. Project 14 Local minimum via gradient descent/3. Gradient descent.vtt 20.9 KB
18. Project 8 Awesome mathy stuff/3. Euler's identity.vtt 20.7 KB
28. Project 18 Simulate a brain circuit/6. Run some experiments!.vtt 20.7 KB
03. Data types/4. Lists.vtt 20.4 KB
22. Project 12 Clustering PCA, t-SNE, and k-means/6. Bonus Make a 2D likelihood density plot.vtt 20.3 KB
28. Project 18 Simulate a brain circuit/3. Create a circuit of 1000 neurons.vtt 20.3 KB
15. Project 5 Statistics/6. Bonus Transform to Gaussian.vtt 20.2 KB
03. Data types/6. Booleans.vtt 20.1 KB
11. Project 1 Text search and replace/5. Bonus Readability of scrambled words.vtt 19.9 KB
07. Text and data visualization/5. Adding annotations.vtt 19.8 KB
16. Project 6 Spectral analysis/3. Code the Fourier transform.vtt 19.7 KB
26. Project 16 Time-frequency analysis of EEG/6. Wavelet convolution.vtt 19.6 KB
13. Project 3 Entropy of written English/6. Conditional (sequence) entropy.vtt 19.5 KB
06. Flow control/8. Single-line loops (list comprehension).vtt 19.5 KB
26. Project 16 Time-frequency analysis of EEG/4. Create a wavelet family.vtt 19.3 KB
28. Project 18 Simulate a brain circuit/2. Simulate one brain cell.vtt 19.0 KB
07. Text and data visualization/6. Seaborn.vtt 19.0 KB
19. Project 9 Denoising noisy signals/5. Denoise these biomedical data!.vtt 18.9 KB
23. Project 13 Index your Python code/7. Bonus Which file has the most points.vtt 18.8 KB
25. Project 15 Data curve fitting/2. Fit a Gaussian.vtt 18.7 KB
07. Text and data visualization/3. Subplot geometry.vtt 18.6 KB
25. Project 15 Data curve fitting/6. Multivariate model-fitting.vtt 18.6 KB
15. Project 5 Statistics/5. Logistic regression.vtt 18.5 KB
05. Functions/3. Python libraries (pandas).vtt 18.4 KB
22. Project 12 Clustering PCA, t-SNE, and k-means/3. Compute and inspect covariance matrices.vtt 18.2 KB
18. Project 8 Awesome mathy stuff/6. Eigenvalues on the complex circle.vtt 17.7 KB
22. Project 12 Clustering PCA, t-SNE, and k-means/5. Cluster the data using t-SNE and k-means.vtt 17.7 KB
27. Project 17 Interpolation and extrapolation/3. 1D interpolation.vtt 17.6 KB
30. Project 20 Cryptocurrency investing/1. Project overview and goals.vtt 17.3 KB
26. Project 16 Time-frequency analysis of EEG/2. Real-valued Morlet wavelets.vtt 17.3 KB
03. Data types/7. Dictionaries.vtt 17.3 KB
27. Project 17 Interpolation and extrapolation/2. Downupsample a time series.vtt 17.2 KB
20. Project 10 Time series filtering/2. Generate a signal with random noise.vtt 17.0 KB
20. Project 10 Time series filtering/3. Notch out line noise.vtt 16.7 KB
15. Project 5 Statistics/4. Multiple regression.vtt 16.6 KB
12. Project 2 The Law of Large Numbers/3. Monte Carlo sampling.vtt 16.5 KB
27. Project 17 Interpolation and extrapolation/7. Bonus Draw a Necker cube.vtt 16.4 KB
10. Download all course materials/2. Strategies for solving these projects.vtt 16.4 KB
07. Text and data visualization/2. Plotting dots and lines.vtt 16.3 KB
11. Project 1 Text search and replace/3. Remove formatting text.vtt 16.0 KB
16. Project 6 Spectral analysis/2. Simulate an AR process.vtt 15.9 KB
29. Project 19 Animate data/4. Wavey wavelets in matplotlib.vtt 15.7 KB
05. Functions/2. Python libraries (numpy).vtt 15.3 KB
30. Project 20 Cryptocurrency investing/5. Simulating DCA investments (instructions).vtt 15.1 KB
05. Functions/7. Classes and object-oriented programming.vtt 15.1 KB
16. Project 6 Spectral analysis/4. Zero-padding the FFT.vtt 15.0 KB
28. Project 18 Simulate a brain circuit/1. Project overview and goals.vtt 14.8 KB
13. Project 3 Entropy of written English/3. Distribution of word lengths.vtt 14.8 KB
28. Project 18 Simulate a brain circuit/5. Visualize population activity.vtt 14.4 KB
20. Project 10 Time series filtering/4. High-pass FIR filter.vtt 14.4 KB
01. Introductions/2. Code a Sierpinski triangle!.vtt 14.3 KB
03. Data types/3. Printing and inputting.vtt 14.1 KB
14. Project 4 State-space trajectories/3. Create a channel covariance matrix.vtt 14.0 KB
04. Indexing and slicing/1. Indexing.vtt 13.9 KB
19. Project 9 Denoising noisy signals/6. Bonus Highlight plot areas.vtt 13.6 KB
12. Project 2 The Law of Large Numbers/2. Generate a population of random numbers.vtt 13.4 KB
28. Project 18 Simulate a brain circuit/7. Bonus Separate excitation and inhibition.vtt 13.4 KB
16. Project 6 Spectral analysis/6. Bonus spectrogram.vtt 13.4 KB
25. Project 15 Data curve fitting/4. Use a user-defined function (sigmoid).vtt 13.3 KB
05. Functions/6. Global and local variable scopes.vtt 13.1 KB
03. Data types/2. Math operators.vtt 13.1 KB
18. Project 8 Awesome mathy stuff/5. Time dilation in special relativity.vtt 13.0 KB
21. Project 11 Descriptive stats without numpy/6. Bonus Create a csv report file.vtt 13.0 KB
26. Project 16 Time-frequency analysis of EEG/5. Import and visualize the data.vtt 12.9 KB
29. Project 19 Animate data/3. Wavey wavelets in plotly, part 2.vtt 12.8 KB
20. Project 10 Time series filtering/6. Bonus Desert landscape.vtt 12.6 KB
21. Project 11 Descriptive stats without numpy/2. Mean and median.vtt 12.6 KB
17. Project 7 The colorful rainbow of noise/4. The colorful spectral rainbow.vtt 12.5 KB
22. Project 12 Clustering PCA, t-SNE, and k-means/4. Determine the number of components using PCA.vtt 12.5 KB
12. Project 2 The Law of Large Numbers/5. Bonus The Central Limit Theorem.vtt 12.1 KB
11. Project 1 Text search and replace/4. Replace 4-letter words and save to disk.vtt 11.8 KB
13. Project 3 Entropy of written English/4. Letter frequencies.vtt 11.8 KB
21. Project 11 Descriptive stats without numpy/4. Mode.vtt 11.4 KB
07. Text and data visualization/8. Export plots in low and high resolution.vtt 11.4 KB
06. Flow control/7. Multiple inputs with zip.vtt 11.3 KB
04. Indexing and slicing/2. Slicing.vtt 11.3 KB
13. Project 3 Entropy of written English/5. Letter entropy.vtt 11.3 KB
05. Functions/4. Getting help on functions.vtt 11.2 KB
26. Project 16 Time-frequency analysis of EEG/3. Complex-valued Morlet wavelets.vtt 11.0 KB
23. Project 13 Index your Python code/2. Import multiple ipynb files.vtt 10.9 KB
14. Project 4 State-space trajectories/1. Project overview and goals.vtt 10.7 KB
25. Project 15 Data curve fitting/7. Bonus The eye of Sauron!.vtt 10.7 KB
20. Project 10 Time series filtering/5. Low-pass IIR (Butterworth) filter.vtt 10.7 KB
27. Project 17 Interpolation and extrapolation/4. 1D extrapolation.vtt 10.4 KB
13. Project 3 Entropy of written English/2. Import text from the web.vtt 10.2 KB
24. Project 14 Local minimum via gradient descent/5. Bonus Visualize in 3D.vtt 10.2 KB
21. Project 11 Descriptive stats without numpy/5. Standard deviation.vtt 10.1 KB
23. Project 13 Index your Python code/6. Create an alphabetized file list.vtt 9.9 KB
16. Project 6 Spectral analysis/1. Project overview and goals.vtt 9.8 KB
24. Project 14 Local minimum via gradient descent/2. The function and its derivative.vtt 9.6 KB
14. Project 4 State-space trajectories/6. Bonus Draw time using hues.vtt 9.4 KB
25. Project 15 Data curve fitting/5. Conjunctive model fitting.vtt 9.0 KB
03. Data types/5. Tuples.vtt 8.9 KB
01. Introductions/1. Prerequisites and how to rock this course.vtt 8.7 KB
06. Flow control/3. Continue.vtt 8.6 KB
27. Project 17 Interpolation and extrapolation/5. Resampling revisited.vtt 8.5 KB
26. Project 16 Time-frequency analysis of EEG/7. Create a time-frequency map.vtt 8.5 KB
14. Project 4 State-space trajectories/5. State-space trajectories.vtt 8.1 KB
11. Project 1 Text search and replace/2. Import a text file.vtt 7.9 KB
24. Project 14 Local minimum via gradient descent/1. Project overview and goals.vtt 7.8 KB
20. Project 10 Time series filtering/1. Project overview and goals.vtt 7.6 KB
01. Introductions/4. Local Jupyter notebooks via Anaconda.vtt 7.3 KB
13. Project 3 Entropy of written English/1. Project overview and goals.vtt 7.3 KB
26. Project 16 Time-frequency analysis of EEG/1. Project overview and goals.vtt 7.0 KB
01. Introductions/3. Python via Google colab.vtt 6.9 KB
26. Project 16 Time-frequency analysis of EEG/8. Bonus Phase map with cyclic colormap.vtt 6.9 KB
17. Project 7 The colorful rainbow of noise/1. Project overview and goals.vtt 6.8 KB
01. Introductions/5. Using the Q&A forum.vtt 6.7 KB
31. ------------ Part 3 ChatGPT ------------/2. What is ChatGPT.vtt 6.7 KB
05. Functions/1. Inputs and outputs.vtt 6.5 KB
31. ------------ Part 3 ChatGPT ------------/4. How to work through Part 3.vtt 6.3 KB
34. Debug code with ChatGPT/4.15 Spectral analysis.html 5.8 KB
01. Introductions/6. Index of functions in the course.vtt 5.6 KB
32. Basic coding with ChatGPT/1.2 Pythagorean calculations.html 5.6 KB
17. Project 7 The colorful rainbow of noise/5. Bonus How do they sound.vtt 5.5 KB
33. Intermediate coding Flow control and functions/4.10 Currency formatting.html 5.5 KB
31. ------------ Part 3 ChatGPT ------------/3. Accessing ChatGPT.vtt 5.4 KB
34. Debug code with ChatGPT/3.14 Physics simulation.html 5.4 KB
18. Project 8 Awesome mathy stuff/7. Bonus I heart math.vtt 5.3 KB
32. Basic coding with ChatGPT/3.4 Merging dictionaries.html 5.0 KB
12. Project 2 The Law of Large Numbers/1. Project overview and goals.vtt 5.0 KB
32. Basic coding with ChatGPT/2.3 Count the 7's.html 5.0 KB
32. Basic coding with ChatGPT/4.5 Indexing and slicing.html 5.0 KB
34. Debug code with ChatGPT/2.13 Sorted eigenvalues.html 4.9 KB
34. Debug code with ChatGPT/1.12 Find the first.html 4.9 KB
33. Intermediate coding Flow control and functions/1.7 Dot product function.html 4.9 KB
32. Basic coding with ChatGPT/5.6 Matrices from math using numpy.html 4.8 KB
10. Download all course materials/1. IMPORTANT Download course materials.vtt 4.7 KB
35. Bonus/1. Bonus.html 4.7 KB
33. Intermediate coding Flow control and functions/5.11 Sum of multiples.html 4.7 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
31. ------------ Part 3 ChatGPT ------------/5.1 Test exercise.html 4.4 KB
27. Project 17 Interpolation and extrapolation/1. Project overview and goals.vtt 4.0 KB
13. Project 3 Entropy of written English/7. Bonus Make a word cloud.vtt 3.6 KB
08. A brief aside on sharing code/1. Getting code from githubgoogle-drive.vtt 3.4 KB
22. Project 12 Clustering PCA, t-SNE, and k-means/1. Project overview and goals.vtt 3.4 KB
15. Project 5 Statistics/1. Project overview and goals.vtt 3.4 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 2.9 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 2.2 KB
21. Project 11 Descriptive stats without numpy/1. Project overview and goals.vtt 2.2 KB
23. Project 13 Index your Python code/1. Project overview and goals.vtt 1.7 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

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

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