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Please note that this page does not hosts or makes available any of the listed filenames. You
cannot download any of those files from here.
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| 1. Bonus material.html |
4.68KB |
| 1. dataQC_code.zip |
7.58KB |
| 1. Download the code.mp4 |
4.06MB |
| 1. Download the code.vtt |
3.70KB |
| 1. Is this course right for you.mp4 |
9.67MB |
| 1. Is this course right for you.vtt |
8.56KB |
| 1. Section summary.mp4 |
7.35MB |
| 1. Section summary.mp4 |
5.19MB |
| 1. Section summary.mp4 |
1.33MB |
| 1. Section summary.mp4 |
55.81MB |
| 1. Section summary.mp4 |
8.41MB |
| 1. Section summary.mp4 |
12.75MB |
| 1. Section summary.vtt |
1.31KB |
| 1. Section summary.vtt |
2.11KB |
| 1. Section summary.vtt |
660B |
| 1. Section summary.vtt |
13.62KB |
| 1. Section summary.vtt |
1.45KB |
| 1. Section summary.vtt |
1.32KB |
| 10. Code Measuring data quality.mp4 |
43.71MB |
| 10. Code Measuring data quality.vtt |
15.28KB |
| 10. Improve quality during data analysis.mp4 |
6.96MB |
| 10. Improve quality during data analysis.vtt |
3.99KB |
| 11. Risks of biased results.mp4 |
15.94MB |
| 11. Risks of biased results.vtt |
9.37KB |
| 12.3 When to maximize data quality.html |
16.55KB |
| 2. Data management.mp4 |
13.65MB |
| 2. Data management.vtt |
7.57KB |
| 2. Is data or are data.mp4 |
4.60MB |
| 2. Is data or are data.vtt |
3.01KB |
| 2. Keeping up with data science developments.mp4 |
135.00MB |
| 2. Keeping up with data science developments.vtt |
9.13KB |
| 2. Qualitative vs. quantitative quality assessments.mp4 |
47.63MB |
| 2. Qualitative vs. quantitative quality assessments.vtt |
13.16KB |
| 2. What are outliers.mp4 |
68.52MB |
| 2. What are outliers.vtt |
17.54KB |
| 2. Z-score scaling.mp4 |
25.54MB |
| 2. Z-score scaling.vtt |
11.50KB |
| 3.4 Evaluating data quality by eye and by algorithm.html |
16.70KB |
| 3. Can you know everything.mp4 |
49.98MB |
| 3. Can you know everything.vtt |
5.40KB |
| 3. Data documentation.mp4 |
10.56MB |
| 3. Data documentation.vtt |
6.08KB |
| 3. Minmax scaling.mp4 |
8.60MB |
| 3. Minmax scaling.vtt |
6.19KB |
| 3. On the origins and quality of data.mp4 |
74.03MB |
| 3. On the origins and quality of data.vtt |
8.13KB |
| 3. The z-score method.mp4 |
22.88MB |
| 3. The z-score method.vtt |
11.96KB |
| 4.1 Potential problems with data.html |
16.33KB |
| 4. Binning (rounding).mp4 |
40.23MB |
| 4. Binning (rounding).vtt |
15.81KB |
| 4. Data audits.mp4 |
17.43MB |
| 4. Data audits.vtt |
9.99KB |
| 4. Qualitative assessments via visual inspection.mp4 |
37.36MB |
| 4. Qualitative assessments via visual inspection.vtt |
16.44KB |
| 4. The modified z-score method.mp4 |
6.53MB |
| 4. The modified z-score method.vtt |
4.54KB |
| 4. What data scientists want.mp4 |
19.53MB |
| 4. What data scientists want.vtt |
2.06KB |
| 5.2 What to include in data documentation.html |
16.51KB |
| 5. Code Visualizing data distributions.mp4 |
86.01MB |
| 5. Code Visualizing data distributions.vtt |
21.75KB |
| 5. Dealing with missing data.mp4 |
19.83MB |
| 5. Dealing with missing data.vtt |
8.13KB |
| 5. GIGO (garbage in, garbage out).mp4 |
7.22MB |
| 5. GIGO (garbage in, garbage out).vtt |
4.62KB |
| 5. Unit normalization.mp4 |
24.14MB |
| 5. Unit normalization.vtt |
13.21KB |
| 6. Code Dealing with bad or missing data.mp4 |
56.38MB |
| 6. Code Dealing with bad or missing data.vtt |
17.33KB |
| 6. Data cleaning phases.mp4 |
11.93MB |
| 6. Data cleaning phases.vtt |
3.45KB |
| 6. Data quality influences data-driven decisions.mp4 |
65.65MB |
| 6. Data quality influences data-driven decisions.vtt |
4.57KB |
| 6. Rank transform.mp4 |
9.69MB |
| 6. Rank transform.vtt |
7.79KB |
| 6. Variance assessments.mp4 |
20.80MB |
| 6. Variance assessments.vtt |
8.34KB |
| 7. Correlations and correlation matrices.mp4 |
34.33MB |
| 7. Correlations and correlation matrices.vtt |
21.63KB |
| 7. Improve quality before getting data.mp4 |
24.19MB |
| 7. Improve quality before getting data.vtt |
11.00KB |
| 7. Nonlinear transformations.mp4 |
19.28MB |
| 7. Nonlinear transformations.vtt |
13.56KB |
| 8. Code Transforming data.mp4 |
130.30MB |
| 8. Code Transforming data.vtt |
27.63KB |
| 8. Data error rates.mp4 |
10.38MB |
| 8. Data error rates.vtt |
5.80KB |
| 8. Improve quality during data collection.mp4 |
21.81MB |
| 8. Improve quality during data collection.vtt |
6.42KB |
| 9. Improve quality after data collection.mp4 |
24.25MB |
| 9. Improve quality after data collection.vtt |
6.45KB |
| 9. Sample sizes.mp4 |
20.11MB |
| 9. Sample sizes.vtt |
11.51KB |