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API Integration

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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