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[GigaCourse.com] Udemy - Generate and visualize data in Python and MATLAB
大小 2.2 GB
文件数 93
Info Hash: 254EEDA3CBE9DC7D4AAC35CAB0D6DF9826E8819E
收录时间 2025-12-26 03:52:16
更新时间 2025-12-26 06:11:05
文件列表 (93)
1. Introductions/1. Following along in Python, MATLAB, or Octave.mp4
45.48 MB
1. Introductions/1. Following along in Python, MATLAB, or Octave.srt
9.13 KB
1. Introductions/2. Overall goals of this course.mp4
29.81 MB
1. Introductions/2. Overall goals of this course.srt
6.23 KB
1. Introductions/3. Why and how to simulate data.mp4
24.8 MB
1. Introductions/3. Why and how to simulate data.srt
7.22 KB
1. Introductions/4. What is signal and what is noise.mp4
26.01 MB
1. Introductions/4. What is signal and what is noise.srt
4.33 KB
1. Introductions/5. The importance of visualization.mp4
32.36 MB
1. Introductions/5. The importance of visualization.srt
9.49 KB
10. Bonus section/1. Bonus lecture.html
2.73 KB
2. Descriptive statistics and basic visualizations/1. Course materials for this section (reader, MATLAB code, Python code).html
68 B
2. Descriptive statistics and basic visualizations/1.1 genvisdata_descriptives.zip
230.05 KB
2. Descriptive statistics and basic visualizations/2. Mean, median, standard deviation, variance.mp4
72.92 MB
2. Descriptive statistics and basic visualizations/2. Mean, median, standard deviation, variance.srt
21.26 KB
2. Descriptive statistics and basic visualizations/3. Histogram.mp4
34.31 MB
2. Descriptive statistics and basic visualizations/3. Histogram.srt
8.97 KB
2. Descriptive statistics and basic visualizations/4. Interquartile range.mp4
50.91 MB
2. Descriptive statistics and basic visualizations/4. Interquartile range.srt
10.4 KB
2. Descriptive statistics and basic visualizations/5. Violin plot.mp4
38.6 MB
2. Descriptive statistics and basic visualizations/5. Violin plot.srt
11.1 KB
3. Data distributions/1. Course materials for this section (reader, MATLAB code, Python code).html
76 B
3. Data distributions/1.1 genvisdata_distributions.zip
199.21 KB
3. Data distributions/2. Normal and uniform distributions.mp4
82.8 MB
3. Data distributions/2. Normal and uniform distributions.srt
20.43 KB
3. Data distributions/3. QQ plot.mp4
36.68 MB
3. Data distributions/3. QQ plot.srt
11.77 KB
3. Data distributions/4. Poisson distribution.mp4
71.74 MB
3. Data distributions/4. Poisson distribution.srt
15.87 KB
3. Data distributions/5. Log-normal distribution.mp4
40.91 MB
3. Data distributions/5. Log-normal distribution.srt
10.39 KB
3. Data distributions/6. Measures of distribution quality (SNR and Fano factor).mp4
38.91 MB
3. Data distributions/6. Measures of distribution quality (SNR and Fano factor).srt
11.58 KB
3. Data distributions/7. Cohen's d for separating distributions.mp4
52.1 MB
3. Data distributions/7. Cohen's d for separating distributions.srt
12.71 KB
4. Time series signals/1. Course materials for this section (reader, MATLAB code, Python code).html
66 B
4. Time series signals/1.1 genvisdata_timeSeriesSignals.zip
152.47 KB
4. Time series signals/2. Sharp transients.mp4
65.86 MB
4. Time series signals/2. Sharp transients.srt
15.33 KB
4. Time series signals/3. Smooth transients.mp4
108.29 MB
4. Time series signals/3. Smooth transients.srt
25.24 KB
4. Time series signals/4. Repeating sine, square, and triangle waves.mp4
70.13 MB
4. Time series signals/4. Repeating sine, square, and triangle waves.srt
13.65 KB
4. Time series signals/5. Multicomponent oscillators.mp4
33.77 MB
4. Time series signals/5. Multicomponent oscillators.srt
7.55 KB
4. Time series signals/6. Dipolar and multipolar chirps.mp4
110.27 MB
4. Time series signals/6. Dipolar and multipolar chirps.srt
22.31 KB
5. Time series noise/1. Course materials for this section (reader, MATLAB code, Python code).html
69 B
5. Time series noise/1.1 genvisdata_timeSeriesNoise.zip
162.66 KB
5. Time series noise/2. Seeded reproducible normal and uniform noise.mp4
61.61 MB
5. Time series noise/2. Seeded reproducible normal and uniform noise.srt
12.16 KB
5. Time series noise/3. Pink noise (aka 1f aka fractal).mp4
93.06 MB
5. Time series noise/3. Pink noise (aka 1f aka fractal).srt
18.88 KB
5. Time series noise/4. Brownian noise (aka random walk).mp4
57.27 MB
5. Time series noise/4. Brownian noise (aka random walk).srt
14.16 KB
5. Time series noise/5. Multivariable correlated noise.mp4
65.22 MB
5. Time series noise/5. Multivariable correlated noise.srt
15.34 KB
6. Image signals/1. Course materials for this section (reader, MATLAB code, Python code).html
70 B
6. Image signals/1.1 genvisdata_imageSignals.zip
150.37 KB
6. Image signals/2. Lines and edges.mp4
54.8 MB
6. Image signals/2. Lines and edges.srt
13.69 KB
6. Image signals/3. Sine patches and Gabor patches.mp4
86.04 MB
6. Image signals/3. Sine patches and Gabor patches.srt
16.9 KB
6. Image signals/4. Geometric shapes.mp4
66.98 MB
6. Image signals/4. Geometric shapes.srt
15.79 KB
6. Image signals/5. Rings.mp4
54.97 MB
6. Image signals/5. Rings.srt
14.03 KB
7. Image noise/1. Course materials for this section (reader, MATLAB code, Python code).html
72 B
7. Image noise/1.1 genvisdata_imageNoise.zip
310.76 KB
7. Image noise/2. Image white noise.mp4
67.9 MB
7. Image noise/2. Image white noise.srt
12.52 KB
7. Image noise/3. Checkerboard patterns and noise.mp4
48.81 MB
7. Image noise/3. Checkerboard patterns and noise.srt
12.46 KB
7. Image noise/4. Perlin noise in 2D.mp4
56.4 MB
7. Image noise/4. Perlin noise in 2D.srt
11.28 KB
7. Image noise/5. Filtered 2D-FFT noise.mp4
51.1 MB
7. Image noise/5. Filtered 2D-FFT noise.srt
9.35 KB
8. Data clustering in space/1. Course materials for this section (reader, MATLAB code, Python code).html
73 B
8. Data clustering in space/1.1 genvisdata_dataClusters.zip
131.29 KB
8. Data clustering in space/2. Clusters in 2D.mp4
82.72 MB
8. Data clustering in space/2. Clusters in 2D.srt
18.55 KB
8. Data clustering in space/3. Clusters in N-D.mp4
35.1 MB
8. Data clustering in space/3. Clusters in N-D.srt
6.11 KB
9. Spatiotemporal structure using forward models/1. Course materials for this section (reader, MATLAB code, Python code).html
116 B
9. Spatiotemporal structure using forward models/1.1 genvisdata_forwardModels.zip
4.01 MB
9. Spatiotemporal structure using forward models/2. Forward model 2D sheet.mp4
87.63 MB
9. Spatiotemporal structure using forward models/2. Forward model 2D sheet.srt
16.36 KB
9. Spatiotemporal structure using forward models/3. Mixed overlapping forward models.mp4
90.12 MB
9. Spatiotemporal structure using forward models/3. Mixed overlapping forward models.srt
13.43 KB
9. Spatiotemporal structure using forward models/4. Example Simulate human brain (EEG) data.mp4
122.52 MB
9. Spatiotemporal structure using forward models/4. Example Simulate human brain (EEG) data.srt
21.76 KB
Readme.txt
962 B
[GigaCourse.com].url
49 B
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