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Tutorialsplanet NET Udemy Simulate understand visualize data like data scientist

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[Tutorialsplanet.NET] Udemy - Simulate, understand, & visualize data like a data scientist

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Total Size

452.6 MB

Total Files

101

Hash

045CFA8910D59BD3CC18882701FC2C49ED9A6F2D

/1. Introductions/

1. Overall goals of this course.mp4

8.2 MB

1. Overall goals of this course.vtt

4.7 KB

2. Why and how to simulate data.mp4

9.3 MB

2. Why and how to simulate data.vtt

6.5 KB

3. What is signal and what is noise.mp4

8.9 MB

3. What is signal and what is noise.vtt

4.0 KB

4. The importance of visualization.mp4

12.0 MB

4. The importance of visualization.vtt

8.2 KB

/10. How to become a proactive data scientist/

1. Proactive vs. reactive data science.mp4

6.5 MB

1. Proactive vs. reactive data science.vtt

4.5 KB

2. Understand data origins and features.mp4

5.6 MB

2. Understand data origins and features.vtt

4.5 KB

3. Write down or sketch the important results.mp4

9.0 MB

3. Write down or sketch the important results.vtt

5.3 KB

4. Don't give up -- every mistake is a learning opportunity!.mp4

4.9 MB

4. Don't give up -- every mistake is a learning opportunity!.vtt

2.7 KB

/11. Conclusions and how to learn more/

1. Conclusions and how to learn more.mp4

5.2 MB

1. Conclusions and how to learn more.vtt

3.2 KB

/12. Discount coupon for related courses/

1. Join the community!.html

0.6 KB

2. Bonus Links to related courses.html

2.6 KB

/2. Descriptive statistics and basic visualizations/

1. Course materials for this section (reader, MATLAB code, Python code).html

0.1 KB

1.1 prodata_descriptiveVisualizations.zip.zip

243.0 KB

2. Mean, median, standard deviation, variance.mp4

12.9 MB

2. Mean, median, standard deviation, variance.vtt

8.4 KB

3. Interquartile range.mp4

8.6 MB

3. Interquartile range.vtt

4.6 KB

4. Histogram.mp4

6.7 MB

4. Histogram.vtt

4.0 KB

5. Violin plot.mp4

9.1 MB

5. Violin plot.vtt

5.8 KB

/3. Data distributions/

1. Course materials for this section (reader, MATLAB code, Python code).html

0.1 KB

1.1 prodata_dataDistributions.zip.zip

312.5 KB

2. Normal and uniform distributions.mp4

15.3 MB

2. Normal and uniform distributions.vtt

8.7 KB

3. QQ plot.mp4

11.4 MB

3. QQ plot.vtt

7.3 KB

4. Poisson distribution.mp4

13.4 MB

4. Poisson distribution.vtt

7.2 KB

5. Log-normal distribution.mp4

6.6 MB

5. Log-normal distribution.vtt

4.0 KB

6. Measures of distribution quality (SNR and Fano factor).mp4

7.0 MB

6. Measures of distribution quality (SNR and Fano factor).vtt

4.5 KB

7. Cohen's d for separating distributions.mp4

11.2 MB

7. Cohen's d for separating distributions.vtt

6.8 KB

/4. Time series signals/

1. Course materials for this section (reader, MATLAB code, Python code).html

0.1 KB

1.1 prodata_TimeSeriesSignals.zip.zip

668.7 KB

2. Sharp transients.mp4

9.3 MB

2. Sharp transients.vtt

5.3 KB

3. Smooth transients.mp4

20.8 MB

3. Smooth transients.vtt

12.0 KB

4. Repeating sine, square, and triangle waves.mp4

8.7 MB

4. Repeating sine, square, and triangle waves.vtt

4.0 KB

5. Multicomponent oscillators.mp4

6.5 MB

5. Multicomponent oscillators.vtt

3.7 KB

6. Dipolar and multipolar chirps.mp4

16.2 MB

6. Dipolar and multipolar chirps.vtt

8.8 KB

/5. Time series noise/

1. Course materials for this section (reader, MATLAB code, Python code).html

0.1 KB

1.1 prodata_TimeSeriesNoise.zip.zip

485.5 KB

2. Seeded reproducible normal and uniform noise.mp4

10.1 MB

2. Seeded reproducible normal and uniform noise.vtt

5.4 KB

3. Pink noise (aka 1f aka fractal).mp4

12.7 MB

3. Pink noise (aka 1f aka fractal).vtt

6.7 KB

4. Brownian noise (aka random walk).mp4

8.4 MB

4. Brownian noise (aka random walk).vtt

4.7 KB

5. Multivariable correlated noise.mp4

13.9 MB

5. Multivariable correlated noise.vtt

8.1 KB

/6. Image signals/

1. Course materials for this section (reader, MATLAB code, Python code).html

0.1 KB

1.1 prodata_imageSignals.zip.zip

269.9 KB

2. Lines and edges.mp4

6.8 MB

2. Lines and edges.vtt

3.8 KB

3. Sine patches and Gabor patches.mp4

9.6 MB

3. Sine patches and Gabor patches.vtt

5.0 KB

4. Geometric shapes.mp4

7.7 MB

4. Geometric shapes.vtt

3.5 KB

5. Rings.mp4

4.0 MB

5. Rings.vtt

2.9 KB

/7. Image noise/

1. Course materials for this section (reader, MATLAB code, Python code).html

0.1 KB

1.1 prodata_imageNoise.zip.zip

669.9 KB

2. Image white noise.mp4

5.3 MB

2. Image white noise.vtt

2.9 KB

3. Checkerboard patterns and noise.mp4

5.4 MB

3. Checkerboard patterns and noise.vtt

3.3 KB

4. Perlin noise in 2D.mp4

10.4 MB

4. Perlin noise in 2D.vtt

4.7 KB

5. Filtered 2D-FFT noise.mp4

8.9 MB

5. Filtered 2D-FFT noise.vtt

4.1 KB

/8. Data clustering in space/

1. Course materials for this section (reader, MATLAB code, Python code).html

0.1 KB

1.1 prodata_dataClusters.zip.zip

285.8 KB

2. Clusters in 2D.mp4

11.5 MB

2. Clusters in 2D.vtt

6.7 KB

3. Clusters in N-D.mp4

9.4 MB

3. Clusters in N-D.vtt

2.1 KB

/9. Spatiotemporal structure using forward models/

1. Course materials for this section (reader, MATLAB code, Python code).html

0.1 KB

1.1 prodata_forwardModels.zip.zip

4.4 MB

2. Forward model 2D sheet.mp4

32.9 MB

2. Forward model 2D sheet.vtt

9.5 KB

3. Mixed overlapping forward models.mp4

19.3 MB

3. Mixed overlapping forward models.vtt

5.1 KB

4. Example Simulate human brain (EEG) data.mp4

35.4 MB

4. Example Simulate human brain (EEG) data.vtt

15.9 KB

/

[Tutorialsplanet.NET].url

0.1 KB

 

Total files 101


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