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| 1.12 Find the first.html |
4.89Кб |
| 1.2 Pythagorean calculations.html |
5.64Кб |
| 1.7 Dot product function.html |
4.86Кб |
| 1. Bonus.html |
4.68Кб |
| 1. fprintf and f-strings.mp4 |
106.09Мб |
| 1. fprintf and f-strings.vtt |
27.50Кб |
| 1. Getting code from githubgoogle-drive.mp4 |
7.61Мб |
| 1. Getting code from githubgoogle-drive.vtt |
3.44Кб |
| 1. If-else statements.mp4 |
116.62Мб |
| 1. If-else statements.vtt |
31.93Кб |
| 1. IMPORTANT Download course materials.mp4 |
12.46Мб |
| 1. IMPORTANT Download course materials.vtt |
4.71Кб |
| 1. Indexing.mp4 |
27.23Мб |
| 1. Indexing.vtt |
13.93Кб |
| 1. Inputs and outputs.mp4 |
10.57Мб |
| 1. Inputs and outputs.vtt |
6.50Кб |
| 1. MasterPython_CodeAndData.zip |
70.14Мб |
| 1. Part 1 The basics.html |
142б |
| 1. Part 2 The projects.html |
113б |
| 1. Part 3 ChatGPT.html |
181б |
| 1. Prerequisites and how to rock this course.mp4 |
11.31Мб |
| 1. Prerequisites and how to rock this course.vtt |
8.75Кб |
| 1. Project overview and goals.mp4 |
1.90Мб |
| 1. Project overview and goals.mp4 |
9.48Мб |
| 1. Project overview and goals.mp4 |
31.58Мб |
| 1. Project overview and goals.mp4 |
18.19Мб |
| 1. Project overview and goals.mp4 |
9.41Мб |
| 1. Project overview and goals.mp4 |
16.30Мб |
| 1. Project overview and goals.mp4 |
18.16Мб |
| 1. Project overview and goals.mp4 |
2.17Мб |
| 1. Project overview and goals.mp4 |
10.87Мб |
| 1. Project overview and goals.mp4 |
12.48Мб |
| 1. Project overview and goals.mp4 |
4.39Мб |
| 1. Project overview and goals.mp4 |
10.16Мб |
| 1. Project overview and goals.mp4 |
8.45Мб |
| 1. Project overview and goals.mp4 |
16.36Мб |
| 1. Project overview and goals.mp4 |
4.35Мб |
| 1. Project overview and goals.mp4 |
19.64Мб |
| 1. Project overview and goals.mp4 |
12.35Мб |
| 1. Project overview and goals.mp4 |
57.84Мб |
| 1. Project overview and goals.mp4 |
5.27Мб |
| 1. Project overview and goals.mp4 |
33.31Мб |
| 1. Project overview and goals.vtt |
1.00Кб |
| 1. Project overview and goals.vtt |
5.02Кб |
| 1. Project overview and goals.vtt |
7.26Кб |
| 1. Project overview and goals.vtt |
10.70Кб |
| 1. Project overview and goals.vtt |
3.37Кб |
| 1. Project overview and goals.vtt |
9.76Кб |
| 1. Project overview and goals.vtt |
6.83Кб |
| 1. Project overview and goals.vtt |
1.25Кб |
| 1. Project overview and goals.vtt |
2.93Кб |
| 1. Project overview and goals.vtt |
7.64Кб |
| 1. Project overview and goals.vtt |
2.21Кб |
| 1. Project overview and goals.vtt |
3.40Кб |
| 1. Project overview and goals.vtt |
1.74Кб |
| 1. Project overview and goals.vtt |
7.79Кб |
| 1. Project overview and goals.vtt |
2.24Кб |
| 1. Project overview and goals.vtt |
7.04Кб |
| 1. Project overview and goals.vtt |
3.99Кб |
| 1. Project overview and goals.vtt |
14.83Кб |
| 1. Project overview and goals.vtt |
2.96Кб |
| 1. Project overview and goals.vtt |
17.33Кб |
| 1. Variables.mp4 |
74.64Мб |
| 1. Variables.vtt |
21.68Кб |
| 2.13 Sorted eigenvalues.html |
4.91Кб |
| 2.3 Count the 7's.html |
4.96Кб |
| 2.8 Poisson counter.html |
4.56Кб |
| 2. Code a Sierpinski triangle!.mp4 |
20.42Мб |
| 2. Code a Sierpinski triangle!.vtt |
14.32Кб |
| 2. Downupsample a time series.mp4 |
32.54Мб |
| 2. Downupsample a time series.vtt |
17.20Кб |
| 2. Fit a Gaussian.mp4 |
87.38Мб |
| 2. Fit a Gaussian.vtt |
18.69Кб |
| 2. For loops.mp4 |
76.76Мб |
| 2. For loops.vtt |
20.92Кб |
| 2. Generate a population of random numbers.mp4 |
60.13Мб |
| 2. Generate a population of random numbers.vtt |
13.43Кб |
| 2. Generate a signal with random noise.mp4 |
46.06Мб |
| 2. Generate a signal with random noise.vtt |
16.98Кб |
| 2. Import and average data from one coin.mp4 |
94.43Мб |
| 2. Import and average data from one coin.vtt |
24.15Кб |
| 2. Import and clean the data.mp4 |
109.74Мб |
| 2. Import and clean the data.vtt |
27.29Кб |
| 2. Import and inspect the data.mp4 |
129.59Мб |
| 2. Import and inspect the data.vtt |
25.26Кб |
| 2. Import and normalize the cloud data.mp4 |
93.58Мб |
| 2. Import and normalize the cloud data.vtt |
22.21Кб |
| 2. Import a text file.mp4 |
28.61Мб |
| 2. Import a text file.vtt |
7.91Кб |
| 2. Import multiple ipynb files.mp4 |
40.85Мб |
| 2. Import multiple ipynb files.vtt |
10.89Кб |
| 2. Import text from the web.mp4 |
65.52Мб |
| 2. Import text from the web.vtt |
10.19Кб |
| 2. Math operators.mp4 |
25.08Мб |
| 2. Math operators.vtt |
13.08Кб |
| 2. Mean and median.mp4 |
28.48Мб |
| 2. Mean and median.vtt |
12.55Кб |
| 2. Pascal's triangle.mp4 |
48.84Мб |
| 2. Pascal's triangle.vtt |
21.44Кб |
| 2. Plotting dots and lines.mp4 |
66.07Мб |
| 2. Plotting dots and lines.vtt |
16.33Кб |
| 2. Python libraries (numpy).mp4 |
36.92Мб |
| 2. Python libraries (numpy).vtt |
15.30Кб |
| 2. Real-valued Morlet wavelets.mp4 |
43.24Мб |
| 2. Real-valued Morlet wavelets.vtt |
17.29Кб |
| 2. Simulate an AR process.mp4 |
25.58Мб |
| 2. Simulate an AR process.vtt |
15.90Кб |
| 2. Simulate one brain cell.mp4 |
59.74Мб |
| 2. Simulate one brain cell.vtt |
19.00Кб |
| 2. Slicing.mp4 |
17.18Мб |
| 2. Slicing.vtt |
11.29Кб |
| 2. Smoothing via running-mean filter.mp4 |
95.33Мб |
| 2. Smoothing via running-mean filter.vtt |
28.06Кб |
| 2. Strategies for solving these projects.mp4 |
72.83Мб |
| 2. Strategies for solving these projects.vtt |
16.38Кб |
| 2. The function and its derivative.mp4 |
15.18Мб |
| 2. The function and its derivative.vtt |
9.62Кб |
| 2. Wavey wavelets in plotly, part 1.mp4 |
96.36Мб |
| 2. Wavey wavelets in plotly, part 1.vtt |
27.15Кб |
| 2. What is ChatGPT.mp4 |
27.35Мб |
| 2. What is ChatGPT.vtt |
6.67Кб |
| 2. White and brown noise.mp4 |
105.07Мб |
| 2. White and brown noise.vtt |
26.24Кб |
| 3.14 Physics simulation.html |
5.36Кб |
| 3. 1D interpolation.mp4 |
68.33Мб |
| 3. 1D interpolation.vtt |
17.60Кб |
| 3.4 Merging dictionaries.html |
5.05Кб |
| 3.9 Sum the primes.html |
4.55Кб |
| 3. Accessing ChatGPT.mp4 |
49.59Мб |
| 3. Accessing ChatGPT.vtt |
5.39Кб |
| 3. Code the Fourier transform.mp4 |
79.08Мб |
| 3. Code the Fourier transform.vtt |
19.69Кб |
| 3. Complex-valued Morlet wavelets.mp4 |
41.92Мб |
| 3. Complex-valued Morlet wavelets.vtt |
10.96Кб |
| 3. Compute and inspect covariance matrices.mp4 |
82.43Мб |
| 3. Compute and inspect covariance matrices.vtt |
18.17Кб |
| 3. Continue.mp4 |
14.32Мб |
| 3. Continue.vtt |
8.60Кб |
| 3. Create a channel covariance matrix.mp4 |
64.66Мб |
| 3. Create a channel covariance matrix.vtt |
14.01Кб |
| 3. Create a circuit of 1000 neurons.mp4 |
61.12Мб |
| 3. Create a circuit of 1000 neurons.vtt |
20.31Кб |
| 3. Create a dataframe of selected coins.mp4 |
51.08Мб |
| 3. Create a dataframe of selected coins.vtt |
27.00Кб |
| 3. Distribution of word lengths.mp4 |
57.23Мб |
| 3. Distribution of word lengths.vtt |
14.80Кб |
| 3. Euler's identity.mp4 |
44.94Мб |
| 3. Euler's identity.vtt |
20.68Кб |
| 3. Fit an exponential decay.mp4 |
49.67Мб |
| 3. Frequencies table.mp4 |
87.92Мб |
| 3. Frequencies table.vtt |
21.91Кб |
| 3. Gradient descent.mp4 |
72.88Мб |
| 3. Gradient descent.vtt |
20.91Кб |
| 3. Identify function calls.mp4 |
110.30Мб |
| 3. Identify function calls.vtt |
23.10Кб |
| 3. Monte Carlo sampling.mp4 |
67.37Мб |
| 3. Monte Carlo sampling.vtt |
16.46Кб |
| 3. Notch out line noise.mp4 |
69.03Мб |
| 3. Notch out line noise.vtt |
16.70Кб |
| 3. Pink and blue noise.mp4 |
88.45Мб |
| 3. Pink and blue noise.vtt |
22.71Кб |
| 3. Printing and inputting.mp4 |
55.28Мб |
| 3. Printing and inputting.vtt |
14.08Кб |
| 3. Python libraries (pandas).mp4 |
67.32Мб |
| 3. Python libraries (pandas).vtt |
18.37Кб |
| 3. Python via Google colab.mp4 |
24.18Мб |
| 3. Python via Google colab.vtt |
6.93Кб |
| 3. Remove formatting text.mp4 |
93.92Мб |
| 3. Remove formatting text.vtt |
16.03Кб |
| 3. Smoothing via Gaussian convolution.mp4 |
181.55Мб |
| 3. Smoothing via Gaussian convolution.vtt |
40.05Кб |
| 3. Subplot geometry.mp4 |
50.52Мб |
| 3. Subplot geometry.vtt |
18.64Кб |
| 3. T-test for acidity on wine quality.mp4 |
95.79Мб |
| 3. T-test for acidity on wine quality.vtt |
24.27Кб |
| 3. Wavey wavelets in plotly, part 2.mp4 |
32.13Мб |
| 3. Wavey wavelets in plotly, part 2.vtt |
12.82Кб |
| 4.10 Currency formatting.html |
5.47Кб |
| 4.15 Spectral analysis.html |
5.80Кб |
| 4. 1D extrapolation.mp4 |
46.96Мб |
| 4. 1D extrapolation.vtt |
10.36Кб |
| 4.5 Indexing and slicing.html |
4.96Кб |
| 4. Create an alphabetized function index.mp4 |
142.50Мб |
| 4. Create a wavelet family.mp4 |
85.89Мб |
| 4. Create a wavelet family.vtt |
19.31Кб |
| 4. Cumulative averaging.mp4 |
100.43Мб |
| 4. Cumulative averaging.vtt |
22.22Кб |
| 4. Data dimensionality via PCA.mp4 |
101.24Мб |
| 4. Data dimensionality via PCA.vtt |
28.49Кб |
| 4. Despeckling via median filter.mp4 |
87.28Мб |
| 4. Despeckling via median filter.vtt |
23.76Кб |
| 4. Determine the number of components using PCA.mp4 |
40.05Мб |
| 4. Determine the number of components using PCA.vtt |
12.51Кб |
| 4. Getting help on functions.mp4 |
35.00Мб |
| 4. Getting help on functions.vtt |
11.18Кб |
| 4. High-pass FIR filter.mp4 |
55.16Мб |
| 4. High-pass FIR filter.vtt |
14.36Кб |
| 4. How to work through Part 3.mp4 |
25.23Мб |
| 4. How to work through Part 3.vtt |
6.26Кб |
| 4. Letter frequencies.mp4 |
41.02Мб |
| 4. Letter frequencies.vtt |
11.76Кб |
| 4. Lists.mp4 |
33.46Мб |
| 4. Lists.vtt |
20.39Кб |
| 4. Local Jupyter notebooks via Anaconda.mp4 |
27.42Мб |
| 4. Local Jupyter notebooks via Anaconda.vtt |
7.28Кб |
| 4. Making the graphs look nicer.mp4 |
103.49Мб |
| 4. Making the graphs look nicer.vtt |
30.11Кб |
| 4. Mode.mp4 |
37.87Мб |
| 4. Mode.vtt |
11.42Кб |
| 4. Multiple regression.mp4 |
92.03Мб |
| 4. Multiple regression.vtt |
16.59Кб |
| 4. Parameterized Gaussian.mp4 |
101.04Мб |
| 4. Parameterized Gaussian.vtt |
27.65Кб |
| 4. Repeat in 2D.mp4 |
115.65Мб |
| 4. Repeat in 2D.vtt |
30.82Кб |
| 4. Replace 4-letter words and save to disk.mp4 |
70.65Мб |
| 4. Replace 4-letter words and save to disk.vtt |
11.77Кб |
| 4. Run PCA and compute components.mp4 |
95.13Мб |
| 4. Run PCA and compute components.vtt |
23.63Кб |
| 4. Simulate the neural circuit.mp4 |
166.47Мб |
| 4. Simulate the neural circuit.vtt |
27.77Кб |
| 4. The colorful spectral rainbow.mp4 |
60.49Мб |
| 4. The colorful spectral rainbow.vtt |
12.54Кб |
| 4. Use a user-defined function (sigmoid).mp4 |
31.96Мб |
| 4. Use a user-defined function (sigmoid).vtt |
13.28Кб |
| 4. Wavey wavelets in matplotlib.mp4 |
72.70Мб |
| 4. Wavey wavelets in matplotlib.vtt |
15.67Кб |
| 4. While loops.mp4 |
98.37Мб |
| 4. While loops.vtt |
23.24Кб |
| 4. Zero-padding the FFT.mp4 |
55.24Мб |
| 4. Zero-padding the FFT.vtt |
14.99Кб |
| 5.11 Sum of multiples.html |
4.68Кб |
| 5.1 Test exercise.html |
4.38Кб |
| 5.6 Matrices from math using numpy.html |
4.83Кб |
| 5. Adding annotations.mp4 |
94.21Мб |
| 5. Adding annotations.vtt |
19.84Кб |
| 5. Alphabetize the function list.mp4 |
6.65Мб |
| 5. Alphabetize the function list.vtt |
2.29Кб |
| 5. Bonus How do they sound.mp4 |
19.88Мб |
| 5. Bonus How do they sound.vtt |
5.51Кб |
| 5. Bonus Readability of scrambled words.mp4 |
75.53Мб |
| 5. Bonus Readability of scrambled words.vtt |
19.90Кб |
| 5. Bonus The Central Limit Theorem.mp4 |
54.52Мб |
| 5. Bonus The Central Limit Theorem.vtt |
12.12Кб |
| 5. Bonus Visualize in 3D.mp4 |
26.58Мб |
| 5. Bonus Visualize in 3D.vtt |
10.16Кб |
| 5. Cluster the data using t-SNE and k-means.mp4 |
113.46Мб |
| 5. Cluster the data using t-SNE and k-means.vtt |
17.70Кб |
| 5. Conjunctive model fitting.mp4 |
22.21Мб |
| 5. Conjunctive model fitting.vtt |
9.02Кб |
| 5. Creating functions.mp4 |
76.80Мб |
| 5. Creating functions.vtt |
23.61Кб |
| 5. Denoise these biomedical data!.mp4 |
69.41Мб |
| 5. Denoise these biomedical data!.vtt |
18.89Кб |
| 5. Import and visualize the data.mp4 |
48.91Мб |
| 5. Import and visualize the data.vtt |
12.95Кб |
| 5. Initializing variables.mp4 |
71.00Мб |
| 5. Initializing variables.vtt |
27.55Кб |
| 5. Letter entropy.mp4 |
55.20Мб |
| 5. Letter entropy.vtt |
11.26Кб |
| 5. Logistic regression.mp4 |
50.39Мб |
| 5. Logistic regression.vtt |
18.55Кб |
| 5. Low-pass IIR (Butterworth) filter.mp4 |
35.46Мб |
| 5. Low-pass IIR (Butterworth) filter.vtt |
10.66Кб |
| 5. Mobius transform in matplotlib.mp4 |
71.69Мб |
| 5. Resampling revisited.mp4 |
39.61Мб |
| 5. Resampling revisited.vtt |
8.53Кб |
| 5. Simulating DCA investments (instructions).mp4 |
26.50Мб |
| 5. Simulating DCA investments (instructions).vtt |
15.14Кб |
| 5. Standard deviation.mp4 |
18.41Мб |
| 5. Standard deviation.vtt |
10.14Кб |
| 5. State-space trajectories.mp4 |
20.91Мб |
| 5. State-space trajectories.vtt |
8.14Кб |
| 5. Time dilation in special relativity.mp4 |
32.97Мб |
| 5. Time dilation in special relativity.vtt |
13.02Кб |
| 5. Tuples.mp4 |
15.70Мб |
| 5. Tuples.vtt |
8.89Кб |
| 5. Using the Q&A forum.mp4 |
16.35Мб |
| 5. Using the Q&A forum.vtt |
6.75Кб |
| 5. Visualize population activity.mp4 |
95.68Мб |
| 5. Visualize population activity.vtt |
14.43Кб |
| 5. Welch's method.mp4 |
97.16Мб |
| 5. Welch's method.vtt |
25.87Кб |
| 6. Bonus Create a csv report file.mp4 |
59.44Мб |
| 6. Bonus Create a csv report file.vtt |
12.99Кб |
| 6. Bonus Desert landscape.mp4 |
61.11Мб |
| 6. Bonus Desert landscape.vtt |
12.64Кб |
| 6. Bonus Draw time using hues.mp4 |
46.70Мб |
| 6. Bonus Draw time using hues.vtt |
9.38Кб |
| 6. Bonus Highlight plot areas.mp4 |
70.46Мб |
| 6. Bonus Highlight plot areas.vtt |
13.60Кб |
| 6. Bonus Make a 2D likelihood density plot.mp4 |
97.43Мб |
| 6. Bonus Make a 2D likelihood density plot.vtt |
20.32Кб |
| 6. Bonus spectrogram.mp4 |
43.89Мб |
| 6. Bonus spectrogram.vtt |
13.42Кб |
| 6. Bonus the wandering primes.mp4 |
138.98Мб |
| 6. Bonus the wandering primes.vtt |
30.99Кб |
| 6. Bonus Transform to Gaussian.mp4 |
67.35Мб |
| 6. Bonus Transform to Gaussian.vtt |
20.20Кб |
| 6. Booleans.mp4 |
44.85Мб |
| 6. Booleans.vtt |
20.09Кб |
| 6. Conditional (sequence) entropy.mp4 |
73.20Мб |
| 6. Conditional (sequence) entropy.vtt |
19.49Кб |
| 6. Create an alphabetized file list.mp4 |
37.96Мб |
| 6. Create an alphabetized file list.vtt |
9.87Кб |
| 6. Eigenvalues on the complex circle.mp4 |
48.12Мб |
| 6. Eigenvalues on the complex circle.vtt |
17.72Кб |
| 6. Fix corrupted image with interpolation.mp4 |
174.02Мб |
| 6. Fix corrupted image with interpolation.vtt |
30.04Кб |
| 6. Function error checking and handling.mp4 |
76.96Мб |
| 6. Function error checking and handling.vtt |
21.61Кб |
| 6. Global and local variable scopes.mp4 |
62.65Мб |
| 6. Global and local variable scopes.vtt |
13.15Кб |
| 6. Index of functions in the course.mp4 |
52.27Мб |
| 6. Index of functions in the course.vtt |
5.64Кб |
| 6. MasPy_functionlist.xlsx |
24.97Кб |
| 6. Multivariate model-fitting.mp4 |
66.87Мб |
| 6. Multivariate model-fitting.vtt |
18.58Кб |
| 6. Run some experiments!.mp4 |
142.81Мб |
| 6. Run some experiments!.vtt |
20.67Кб |
| 6. Seaborn.mp4 |
87.00Мб |
| 6. Seaborn.vtt |
18.99Кб |
| 6. Simulating DCA investments (code).mp4 |
133.32Мб |
| 6. Simulating DCA investments (code).vtt |
31.63Кб |
| 6. Wavelet convolution.mp4 |
102.98Мб |
| 6. Wavelet convolution.vtt |
19.60Кб |
| 7. Bonus Draw a Necker cube.mp4 |
58.11Мб |
| 7. Bonus Draw a Necker cube.vtt |
16.44Кб |
| 7. Bonus I heart math.mp4 |
11.57Мб |
| 7. Bonus I heart math.vtt |
5.33Кб |
| 7. Bonus Make a word cloud.mp4 |
9.77Мб |
| 7. Bonus Make a word cloud.vtt |
3.59Кб |
| 7. Bonus Separate excitation and inhibition.mp4 |
71.22Мб |
| 7. Bonus Separate excitation and inhibition.vtt |
13.42Кб |
| 7. Bonus The eye of Sauron!.mp4 |
40.70Мб |
| 7. Bonus The eye of Sauron!.vtt |
10.69Кб |
| 7. Bonus Which coin should you have bought.mp4 |
102.28Мб |
| 7. Bonus Which coin should you have bought.vtt |
27.72Кб |
| 7. Bonus Which file has the most points.mp4 |
66.56Мб |
| 7. Bonus Which file has the most points.vtt |
18.75Кб |
| 7. Classes and object-oriented programming.mp4 |
58.78Мб |
| 7. Classes and object-oriented programming.vtt |
15.13Кб |
| 7. Create a time-frequency map.mp4 |
43.17Мб |
| 7. Create a time-frequency map.vtt |
8.51Кб |
| 7. Dictionaries.mp4 |
40.78Мб |
| 7. Dictionaries.vtt |
17.26Кб |
| 7. Images.mp4 |
94.90Мб |
| 7. Images.vtt |
21.69Кб |
| 7. Multiple inputs with zip.mp4 |
24.76Мб |
| 7. Multiple inputs with zip.vtt |
11.33Кб |
| 8. Bonus Phase map with cyclic colormap.mp4 |
53.46Мб |
| 8. Bonus Phase map with cyclic colormap.vtt |
6.93Кб |
| 8. Export plots in low and high resolution.mp4 |
63.10Мб |
| 8. Export plots in low and high resolution.vtt |
11.36Кб |
| 8. Single-line loops (list comprehension).mp4 |
42.54Мб |
| 8. Single-line loops (list comprehension).vtt |
19.46Кб |
| 9. Broadcasting in numpy.mp4 |
102.47Мб |
| 9. Broadcasting in numpy.vtt |
25.18Кб |
| 9. Sierpinski pseudocode, part II.mp4 |
2.15Мб |
| 9. Sierpinski pseudocode, part II.vtt |
1.68Кб |