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


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Torrent File Content (101 files)


[Tutorialsplanet.NET] Udemy - Simulate, understand, & visualize data like a data scientist
    1. Introductions
          1. Overall goals of this course.mp4 -
7.79 MB

          1. Overall goals of this course.vtt -
4.63 KB

          2. Why and how to simulate data.mp4 -
8.9 MB

          2. Why and how to simulate data.vtt -
6.32 KB

          3. What is signal and what is noise.mp4 -
8.45 MB

          3. What is signal and what is noise.vtt -
3.93 KB

          4. The importance of visualization.mp4 -
11.44 MB

          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

          1. Proactive vs. reactive data science.vtt -
4.42 KB

          2. Understand data origins and features.mp4 -
5.36 MB

          2. Understand data origins and features.vtt -
4.36 KB

          3. Write down or sketch the important results.mp4 -
8.58 MB

          3. Write down or sketch the important results.vtt -
5.16 KB

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

          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

          1. Conclusions and how to learn more.vtt -
3.16 KB

    12. Discount coupon for related courses
          1. Join the community!.html -
553 bytes

          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 bytes

          1.1 prodata_descriptiveVisualizations.zip.zip -
237.28 KB

          2. Mean, median, standard deviation, variance.mp4 -
12.33 MB

          2. Mean, median, standard deviation, variance.vtt -
8.23 KB

          3. Interquartile range.mp4 -
8.25 MB

          3. Interquartile range.vtt -
4.54 KB

          4. Histogram.mp4 -
6.39 MB

          4. Histogram.vtt -
3.86 KB

          5. Violin plot.mp4 -
8.71 MB

          5. Violin plot.vtt -
5.65 KB

    3. Data distributions
          1. Course materials for this section (reader, MATLAB code, Python code).html -
76 bytes

          1.1 prodata_dataDistributions.zip.zip -
305.14 KB

          2. Normal and uniform distributions.mp4 -
14.6 MB

          2. Normal and uniform distributions.vtt -
8.53 KB

          3. QQ plot.mp4 -
10.85 MB

          3. QQ plot.vtt -
7.15 KB

          4. Poisson distribution.mp4 -
12.75 MB

          4. Poisson distribution.vtt -
7.01 KB

          5. Log-normal distribution.mp4 -
6.34 MB

          5. Log-normal distribution.vtt -
3.87 KB

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

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

          7. Cohen's d for separating distributions.mp4 -
10.69 MB

          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 bytes

          1.1 prodata_TimeSeriesSignals.zip.zip -
653.05 KB

          2. Sharp transients.mp4 -
8.87 MB

          2. Sharp transients.vtt -
5.18 KB

          3. Smooth transients.mp4 -
19.86 MB

          3. Smooth transients.vtt -
11.75 KB



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