Download Udemy - Simulate, understand, & visualize data like a data scientist [TP] Torrent

Udemy - Simulate, understand, & visualize data like a data scientist [TP]

1. Introductions

1. Overall goals of this course.mp4	MP4	7.79 MB
1. Overall goals of this course.vtt	VTT	4.63 KB
2. Why and how to simulate data.mp4	MP4	8.9 MB
2. Why and how to simulate data.vtt	VTT	6.32 KB
3. What is signal and what is noise.mp4	MP4	8.45 MB
3. What is signal and what is noise.vtt	VTT	3.93 KB
4. The importance of visualization.mp4	MP4	11.44 MB
4. The importance of visualization.vtt	VTT	8 KB

10. How to become a proactive data scientist

1. Proactive vs. reactive data science.mp4	MP4	6.23 MB
1. Proactive vs. reactive data science.vtt	VTT	4.42 KB
2. Understand data origins and features.mp4	MP4	5.36 MB
2. Understand data origins and features.vtt	VTT	4.36 KB
3. Write down or sketch the important results.mp4	MP4	8.58 MB
3. Write down or sketch the important results.vtt	VTT	5.16 KB
4. Don't give up -- every mistake is a learning opportunity!.mp4	MP4	4.68 MB
4. Don't give up -- every mistake is a learning opportunity!.vtt	VTT	2.67 KB

11. Conclusions and how to learn more

	1. Conclusions and how to learn more.mp4	MP4	4.92 MB
	1. Conclusions and how to learn more.vtt	VTT	3.16 KB

12. Discount coupon for related courses

	1. Join the community!.html	HTML	553 B
	2. Bonus Links to related courses.html	HTML	2.53 KB

2. Descriptive statistics and basic visualizations

1. Course materials for this section (reader, MATLAB code, Python code).html	HTML	68 B
1.1 prodata_descriptiveVisualizations.zip.zip	ZIP	237.28 KB
2. Mean, median, standard deviation, variance.mp4	MP4	12.33 MB
2. Mean, median, standard deviation, variance.vtt	VTT	8.23 KB
3. Interquartile range.mp4	MP4	8.25 MB
3. Interquartile range.vtt	VTT	4.54 KB
4. Histogram.mp4	MP4	6.39 MB
4. Histogram.vtt	VTT	3.86 KB
5. Violin plot.mp4	MP4	8.71 MB
5. Violin plot.vtt	VTT	5.65 KB

3. Data distributions

1. Course materials for this section (reader, MATLAB code, Python code).html	HTML	76 B
1.1 prodata_dataDistributions.zip.zip	ZIP	305.14 KB
2. Normal and uniform distributions.mp4	MP4	14.6 MB
2. Normal and uniform distributions.vtt	VTT	8.53 KB
3. QQ plot.mp4	MP4	10.85 MB
3. QQ plot.vtt	VTT	7.15 KB
4. Poisson distribution.mp4	MP4	12.75 MB
4. Poisson distribution.vtt	VTT	7.01 KB
5. Log-normal distribution.mp4	MP4	6.34 MB
5. Log-normal distribution.vtt	VTT	3.87 KB
6. Measures of distribution quality (SNR and Fano factor).mp4	MP4	6.67 MB
6. Measures of distribution quality (SNR and Fano factor).vtt	VTT	4.43 KB
7. Cohen's d for separating distributions.mp4	MP4	10.69 MB
7. Cohen's d for separating distributions.vtt	VTT	6.59 KB

4. Time series signals

1. Course materials for this section (reader, MATLAB code, Python code).html	HTML	66 B
1.1 prodata_TimeSeriesSignals.zip.zip	ZIP	653.05 KB
2. Sharp transients.mp4	MP4	8.87 MB
2. Sharp transients.vtt	VTT	5.18 KB
3. Smooth transients.mp4	MP4	19.86 MB
3. Smooth transients.vtt	VTT	11.75 KB
4. Repeating sine, square, and triangle waves.mp4	MP4	8.31 MB
4. Repeating sine, square, and triangle waves.vtt	VTT	3.92 KB
5. Multicomponent oscillators.mp4	MP4	6.21 MB
5. Multicomponent oscillators.vtt	VTT	3.61 KB
6. Dipolar and multipolar chirps.mp4	MP4	15.43 MB
6. Dipolar and multipolar chirps.vtt	VTT	8.58 KB

5. Time series noise

1. Course materials for this section (reader, MATLAB code, Python code).html	HTML	69 B
1.1 prodata_TimeSeriesNoise.zip.zip	ZIP	474.12 KB
2. Seeded reproducible normal and uniform noise.mp4	MP4	9.59 MB
2. Seeded reproducible normal and uniform noise.vtt	VTT	5.24 KB
3. Pink noise (aka 1f aka fractal).mp4	MP4	12.12 MB
3. Pink noise (aka 1f aka fractal).vtt	VTT	6.53 KB
4. Brownian noise (aka random walk).mp4	MP4	8.04 MB
4. Brownian noise (aka random walk).vtt	VTT	4.59 KB
5. Multivariable correlated noise.mp4	MP4	13.22 MB
5. Multivariable correlated noise.vtt	VTT	7.91 KB

6. Image signals

1. Course materials for this section (reader, MATLAB code, Python code).html	HTML	70 B
1.1 prodata_imageSignals.zip.zip	ZIP	263.57 KB
2. Lines and edges.mp4	MP4	6.51 MB
2. Lines and edges.vtt	VTT	3.74 KB
3. Sine patches and Gabor patches.mp4	MP4	9.18 MB
3. Sine patches and Gabor patches.vtt	VTT	4.85 KB
4. Geometric shapes.mp4	MP4	7.3 MB
4. Geometric shapes.vtt	VTT	3.38 KB
5. Rings.mp4	MP4	3.82 MB
5. Rings.vtt	VTT	2.88 KB

7. Image noise

1. Course materials for this section (reader, MATLAB code, Python code).html	HTML	72 B
1.1 prodata_imageNoise.zip.zip	ZIP	654.15 KB
2. Image white noise.mp4	MP4	5.06 MB
2. Image white noise.vtt	VTT	2.8 KB
3. Checkerboard patterns and noise.mp4	MP4	5.15 MB
3. Checkerboard patterns and noise.vtt	VTT	3.27 KB
4. Perlin noise in 2D.mp4	MP4	9.93 MB
4. Perlin noise in 2D.vtt	VTT	4.63 KB
5. Filtered 2D-FFT noise.mp4	MP4	8.48 MB
5. Filtered 2D-FFT noise.vtt	VTT	3.97 KB

8. Data clustering in space

1. Course materials for this section (reader, MATLAB code, Python code).html	HTML	73 B
1.1 prodata_dataClusters.zip.zip	ZIP	279.1 KB
2. Clusters in 2D.mp4	MP4	10.93 MB
2. Clusters in 2D.vtt	VTT	6.55 KB
3. Clusters in N-D.mp4	MP4	8.95 MB
3. Clusters in N-D.vtt	VTT	2.05 KB

9. Spatiotemporal structure using forward models

1. Course materials for this section (reader, MATLAB code, Python code).html	HTML	116 B
1.1 prodata_forwardModels.zip.zip	ZIP	4.19 MB
2. Forward model 2D sheet.mp4	MP4	31.41 MB
2. Forward model 2D sheet.vtt	VTT	9.29 KB
3. Mixed overlapping forward models.mp4	MP4	18.41 MB
3. Mixed overlapping forward models.vtt	VTT	4.99 KB
4. Example Simulate human brain (EEG) data.mp4	MP4	33.73 MB
4. Example Simulate human brain (EEG) data.vtt	VTT	15.49 KB

[Tutorialsplanet.NET].url

URL

128 B

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Udemy - Simulate, understand, & visualize data like a data scientist [TP]

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