[Tutorialsplanet.NET] Udemy - Simulate, understand, & visualize data like a data scientist
大小
431.66 MB
文件数
101
Info Hash:
045CFA8910D59BD3CC18882701FC2C49ED9A6F2D
收录时间
2025-12-24 03:32:05
更新时间
2025-12-27 03:14:44
文件列表 (101)
1. Introductions/1. Overall goals of this course.mp4
7.79 MB
1. Introductions/1. Overall goals of this course.vtt
4.63 KB
1. Introductions/2. Why and how to simulate data.mp4
8.9 MB
1. Introductions/2. Why and how to simulate data.vtt
6.32 KB
1. Introductions/3. What is signal and what is noise.mp4
8.45 MB
1. Introductions/3. What is signal and what is noise.vtt
3.93 KB
1. Introductions/4. The importance of visualization.mp4
11.44 MB
1. Introductions/4. The importance of visualization.vtt
8 KB
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/1. Proactive vs. reactive data science.vtt
4.42 KB
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/2. Understand data origins and features.vtt
4.36 KB
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/3. Write down or sketch the important results.vtt
5.16 KB
10. How to become a proactive data scientist/4. Don't give up -- every mistake is a learning opportunity!.mp4
4.68 MB
10. How to become a proactive data scientist/4. Don't give up -- every mistake is a learning opportunity!.vtt
2.67 KB
11. Conclusions and how to learn more/1. Conclusions and how to learn more.mp4
4.92 MB
11. Conclusions and how to learn more/1. Conclusions and how to learn more.vtt
3.16 KB
12. Discount coupon for related courses/1. Join the community!.html
553 B
12. Discount coupon for related courses/2. Bonus Links to related courses.html
2.53 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 prodata_descriptiveVisualizations.zip.zip
237.28 KB
2. Descriptive statistics and basic visualizations/2. Mean, median, standard deviation, variance.mp4
12.33 MB
2. Descriptive statistics and basic visualizations/2. Mean, median, standard deviation, variance.vtt
8.23 KB
2. Descriptive statistics and basic visualizations/3. Interquartile range.mp4
8.25 MB
2. Descriptive statistics and basic visualizations/3. Interquartile range.vtt
4.54 KB
2. Descriptive statistics and basic visualizations/4. Histogram.mp4
6.39 MB
2. Descriptive statistics and basic visualizations/4. Histogram.vtt
3.86 KB
2. Descriptive statistics and basic visualizations/5. Violin plot.mp4
8.71 MB
2. Descriptive statistics and basic visualizations/5. Violin plot.vtt
5.65 KB
3. Data distributions/1. Course materials for this section (reader, MATLAB code, Python code).html
76 B
3. Data distributions/1.1 prodata_dataDistributions.zip.zip
305.14 KB
3. Data distributions/2. Normal and uniform distributions.mp4
14.6 MB
3. Data distributions/2. Normal and uniform distributions.vtt
8.53 KB
3. Data distributions/3. QQ plot.mp4
10.85 MB
3. Data distributions/3. QQ plot.vtt
7.15 KB
3. Data distributions/4. Poisson distribution.mp4
12.75 MB
3. Data distributions/4. Poisson distribution.vtt
7.01 KB
3. Data distributions/5. Log-normal distribution.mp4
6.34 MB
3. Data distributions/5. Log-normal distribution.vtt
3.87 KB
3. Data distributions/6. Measures of distribution quality (SNR and Fano factor).mp4
6.67 MB
3. Data distributions/6. Measures of distribution quality (SNR and Fano factor).vtt
4.43 KB
3. Data distributions/7. Cohen's d for separating distributions.mp4
10.69 MB
3. Data distributions/7. Cohen's d for separating distributions.vtt
6.59 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 prodata_TimeSeriesSignals.zip.zip
653.05 KB
4. Time series signals/2. Sharp transients.mp4
8.87 MB
4. Time series signals/2. Sharp transients.vtt
5.18 KB
4. Time series signals/3. Smooth transients.mp4
19.86 MB
4. Time series signals/3. Smooth transients.vtt
11.75 KB
4. Time series signals/4. Repeating sine, square, and triangle waves.mp4
8.31 MB
4. Time series signals/4. Repeating sine, square, and triangle waves.vtt
3.92 KB
4. Time series signals/5. Multicomponent oscillators.mp4
6.21 MB
4. Time series signals/5. Multicomponent oscillators.vtt
3.61 KB
4. Time series signals/6. Dipolar and multipolar chirps.mp4
15.43 MB
4. Time series signals/6. Dipolar and multipolar chirps.vtt
8.58 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 prodata_TimeSeriesNoise.zip.zip
474.12 KB
5. Time series noise/2. Seeded reproducible normal and uniform noise.mp4
9.59 MB
5. Time series noise/2. Seeded reproducible normal and uniform noise.vtt
5.24 KB
5. Time series noise/3. Pink noise (aka 1f aka fractal).mp4
12.12 MB
5. Time series noise/3. Pink noise (aka 1f aka fractal).vtt
6.53 KB
5. Time series noise/4. Brownian noise (aka random walk).mp4
8.04 MB
5. Time series noise/4. Brownian noise (aka random walk).vtt
4.59 KB
5. Time series noise/5. Multivariable correlated noise.mp4
13.22 MB
5. Time series noise/5. Multivariable correlated noise.vtt
7.91 KB
6. Image signals/1. Course materials for this section (reader, MATLAB code, Python code).html
70 B
6. Image signals/1.1 prodata_imageSignals.zip.zip
263.57 KB
6. Image signals/2. Lines and edges.mp4
6.51 MB
6. Image signals/2. Lines and edges.vtt
3.74 KB
6. Image signals/3. Sine patches and Gabor patches.mp4
9.18 MB
6. Image signals/3. Sine patches and Gabor patches.vtt
4.85 KB
6. Image signals/4. Geometric shapes.mp4
7.3 MB
6. Image signals/4. Geometric shapes.vtt
3.38 KB
6. Image signals/5. Rings.mp4
3.82 MB
6. Image signals/5. Rings.vtt
2.88 KB
7. Image noise/1. Course materials for this section (reader, MATLAB code, Python code).html
72 B
7. Image noise/1.1 prodata_imageNoise.zip.zip
654.15 KB
7. Image noise/2. Image white noise.mp4
5.06 MB
7. Image noise/2. Image white noise.vtt
2.8 KB
7. Image noise/3. Checkerboard patterns and noise.mp4
5.15 MB
7. Image noise/3. Checkerboard patterns and noise.vtt
3.27 KB
7. Image noise/4. Perlin noise in 2D.mp4
9.93 MB
7. Image noise/4. Perlin noise in 2D.vtt
4.63 KB
7. Image noise/5. Filtered 2D-FFT noise.mp4
8.48 MB
7. Image noise/5. Filtered 2D-FFT noise.vtt
3.97 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 prodata_dataClusters.zip.zip
279.1 KB
8. Data clustering in space/2. Clusters in 2D.mp4
10.93 MB
8. Data clustering in space/2. Clusters in 2D.vtt
6.55 KB
8. Data clustering in space/3. Clusters in N-D.mp4
8.95 MB
8. Data clustering in space/3. Clusters in N-D.vtt
2.05 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 prodata_forwardModels.zip.zip
4.19 MB
9. Spatiotemporal structure using forward models/2. Forward model 2D sheet.mp4
31.41 MB
9. Spatiotemporal structure using forward models/2. Forward model 2D sheet.vtt
9.29 KB
9. Spatiotemporal structure using forward models/3. Mixed overlapping forward models.mp4
18.41 MB
9. Spatiotemporal structure using forward models/3. Mixed overlapping forward models.vtt
4.99 KB
9. Spatiotemporal structure using forward models/4. Example Simulate human brain (EEG) data.mp4
33.73 MB
9. Spatiotemporal structure using forward models/4. Example Simulate human brain (EEG) data.vtt
15.49 KB
[Tutorialsplanet.NET].url
128 B