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[Tutorialsplanet.NET] Udemy - Simulate, understand, & visualize data like a data scientist
magnet:?xt=urn:btih:045cfa8910d59bd3cc18882701fc2c49ed9a6f2d&dn=[Tutorialsplanet.NET] Udemy - Simulate, understand, & visualize data like a data scientist
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045cfa8910d59bd3cc18882701fc2c49ed9a6f2d
infohash:
41
文件数量
424.44 MB
文件大小
2020-6-22 02:18
创建日期
2024-6-30 12:28
最后访问
相关分词
Tutorialsplanet
NET
Udemy
-
Simulate
understand
&
visualize
data
like
a
data
scientist
1. Introductions/1. Overall goals of this course.mp4 7.79 MB
1. Introductions/2. Why and how to simulate data.mp4 8.9 MB
1. Introductions/3. What is signal and what is noise.mp4 8.45 MB
1. Introductions/4. The importance of visualization.mp4 11.44 MB
10. How to become a proactive data scientist/1. Proactive vs. reactive data science.mp4 6.23 MB
10. How to become a proactive data scientist/2. Understand data origins and features.mp4 5.36 MB
10. How to become a proactive data scientist/3. Write down or sketch the important results.mp4 8.58 MB
10. How to become a proactive data scientist/4. Don't give up -- every mistake is a learning opportunity!.mp4 4.68 MB
11. Conclusions and how to learn more/1. Conclusions and how to learn more.mp4 4.92 MB
2. Descriptive statistics and basic visualizations/2. Mean, median, standard deviation, variance.mp4 12.33 MB
2. Descriptive statistics and basic visualizations/3. Interquartile range.mp4 8.25 MB
2. Descriptive statistics and basic visualizations/4. Histogram.mp4 6.39 MB
2. Descriptive statistics and basic visualizations/5. Violin plot.mp4 8.71 MB
3. Data distributions/2. Normal and uniform distributions.mp4 14.6 MB
3. Data distributions/3. QQ plot.mp4 10.85 MB
3. Data distributions/4. Poisson distribution.mp4 12.75 MB
3. Data distributions/5. Log-normal distribution.mp4 6.34 MB
3. Data distributions/6. Measures of distribution quality (SNR and Fano factor).mp4 6.67 MB
3. Data distributions/7. Cohen's d for separating distributions.mp4 10.69 MB
4. Time series signals/2. Sharp transients.mp4 8.87 MB
4. Time series signals/3. Smooth transients.mp4 19.86 MB
4. Time series signals/4. Repeating sine, square, and triangle waves.mp4 8.31 MB
4. Time series signals/5. Multicomponent oscillators.mp4 6.21 MB
4. Time series signals/6. Dipolar and multipolar chirps.mp4 15.43 MB
5. Time series noise/2. Seeded reproducible normal and uniform noise.mp4 9.59 MB
5. Time series noise/3. Pink noise (aka 1f aka fractal).mp4 12.12 MB
5. Time series noise/4. Brownian noise (aka random walk).mp4 8.04 MB
5. Time series noise/5. Multivariable correlated noise.mp4 13.22 MB
6. Image signals/2. Lines and edges.mp4 6.51 MB
6. Image signals/3. Sine patches and Gabor patches.mp4 9.18 MB
6. Image signals/4. Geometric shapes.mp4 7.3 MB
6. Image signals/5. Rings.mp4 3.82 MB
7. Image noise/2. Image white noise.mp4 5.06 MB
7. Image noise/3. Checkerboard patterns and noise.mp4 5.15 MB
7. Image noise/4. Perlin noise in 2D.mp4 9.93 MB
7. Image noise/5. Filtered 2D-FFT noise.mp4 8.48 MB
8. Data clustering in space/2. Clusters in 2D.mp4 10.93 MB
8. Data clustering in space/3. Clusters in N-D.mp4 8.95 MB
9. Spatiotemporal structure using forward models/2. Forward model 2D sheet.mp4 31.41 MB
9. Spatiotemporal structure using forward models/3. Mixed overlapping forward models.mp4 18.41 MB
9. Spatiotemporal structure using forward models/4. Example Simulate human brain (EEG) data.mp4 33.73 MB
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