| Udemy - Improving data quality in data analytics & machine learning (1.2025)/01. Introduction/1. Is this course right for you.mp4 |
9.7 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/01. Introduction/1. Is this course right for you.vtt |
9 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/02. Download course materials (Python code)/1. dataQC_code.zip |
8 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/02. Download course materials (Python code)/1. Download the code.mp4 |
4.1 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/02. Download course materials (Python code)/1. Download the code.vtt |
4 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/03. Why data quality matters/1. Section summary.mp4 |
7.4 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/03. Why data quality matters/1. Section summary.vtt |
1 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/03. Why data quality matters/2. Is data or are data.mp4 |
4.6 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/03. Why data quality matters/2. Is data or are data.vtt |
3 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/03. Why data quality matters/3. On the origins and quality of data.mp4 |
74 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/03. Why data quality matters/3. On the origins and quality of data.vtt |
8 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/03. Why data quality matters/4.1 Potential problems with data.html |
16 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/03. Why data quality matters/5. GIGO (garbage in, garbage out).mp4 |
7.2 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/03. Why data quality matters/5. GIGO (garbage in, garbage out).vtt |
5 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/03. Why data quality matters/6. Data quality influences data-driven decisions.mp4 |
65.7 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/03. Why data quality matters/6. Data quality influences data-driven decisions.vtt |
5 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/1. Section summary.mp4 |
5.2 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/1. Section summary.vtt |
2 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/10. Improve quality during data analysis.mp4 |
7 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/10. Improve quality during data analysis.vtt |
4 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/11. Risks of biased results.mp4 |
15.9 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/11. Risks of biased results.vtt |
9 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/12.3 When to maximize data quality.html |
17 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/2. Data management.mp4 |
13.7 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/2. Data management.vtt |
8 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/3. Data documentation.mp4 |
10.6 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/3. Data documentation.vtt |
6 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/4. Data audits.mp4 |
17.4 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/4. Data audits.vtt |
10 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/5.2 What to include in data documentation.html |
17 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/6. Data cleaning phases.mp4 |
11.9 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/6. Data cleaning phases.vtt |
3 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/7. Improve quality before getting data.mp4 |
24.2 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/7. Improve quality before getting data.vtt |
11 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/8. Improve quality during data collection.mp4 |
21.8 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/8. Improve quality during data collection.vtt |
6 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/9. Improve quality after data collection.mp4 |
24.3 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/04. Ensuring high data quality/9. Improve quality after data collection.vtt |
6 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/1. Section summary.mp4 |
1.3 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/1. Section summary.vtt |
660 B |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/10. Code Measuring data quality.mp4 |
43.7 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/10. Code Measuring data quality.vtt |
15 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/2. Qualitative vs. quantitative quality assessments.mp4 |
47.6 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/2. Qualitative vs. quantitative quality assessments.vtt |
13 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/3.4 Evaluating data quality by eye and by algorithm.html |
17 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/4. Qualitative assessments via visual inspection.mp4 |
37.4 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/4. Qualitative assessments via visual inspection.vtt |
16 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/5. Code Visualizing data distributions.mp4 |
86 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/5. Code Visualizing data distributions.vtt |
22 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/6. Variance assessments.mp4 |
20.8 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/6. Variance assessments.vtt |
8 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/7. Correlations and correlation matrices.mp4 |
34.3 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/7. Correlations and correlation matrices.vtt |
22 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/8. Data error rates.mp4 |
10.4 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/8. Data error rates.vtt |
6 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/9. Sample sizes.mp4 |
20.1 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/05. Assessing data quality/9. Sample sizes.vtt |
12 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/06. Data transformations/1. Section summary.mp4 |
55.8 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/06. Data transformations/1. Section summary.vtt |
14 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/06. Data transformations/2. Z-score scaling.mp4 |
25.5 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/06. Data transformations/2. Z-score scaling.vtt |
12 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/06. Data transformations/3. Minmax scaling.mp4 |
8.6 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/06. Data transformations/3. Minmax scaling.vtt |
6 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/06. Data transformations/4. Binning (rounding).mp4 |
40.2 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/06. Data transformations/4. Binning (rounding).vtt |
16 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/06. Data transformations/5. Unit normalization.mp4 |
24.1 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/06. Data transformations/5. Unit normalization.vtt |
13 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/06. Data transformations/6. Rank transform.mp4 |
9.7 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/06. Data transformations/6. Rank transform.vtt |
8 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/06. Data transformations/7. Nonlinear transformations.mp4 |
19.3 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/06. Data transformations/7. Nonlinear transformations.vtt |
14 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/06. Data transformations/8. Code Transforming data.mp4 |
130.3 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/06. Data transformations/8. Code Transforming data.vtt |
28 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/07. Outliers and missing data/1. Section summary.mp4 |
8.4 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/07. Outliers and missing data/1. Section summary.vtt |
1 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/07. Outliers and missing data/2. What are outliers.mp4 |
68.5 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/07. Outliers and missing data/2. What are outliers.vtt |
18 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/07. Outliers and missing data/3. The z-score method.mp4 |
22.9 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/07. Outliers and missing data/3. The z-score method.vtt |
12 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/07. Outliers and missing data/4. The modified z-score method.mp4 |
6.5 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/07. Outliers and missing data/4. The modified z-score method.vtt |
5 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/07. Outliers and missing data/5. Dealing with missing data.mp4 |
19.8 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/07. Outliers and missing data/5. Dealing with missing data.vtt |
8 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/07. Outliers and missing data/6. Code Dealing with bad or missing data.mp4 |
56.4 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/07. Outliers and missing data/6. Code Dealing with bad or missing data.vtt |
17 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/08. Be a high-quality data scientist/1. Section summary.mp4 |
12.8 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/08. Be a high-quality data scientist/1. Section summary.vtt |
1 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/08. Be a high-quality data scientist/2. Keeping up with data science developments.mp4 |
135 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/08. Be a high-quality data scientist/2. Keeping up with data science developments.vtt |
9 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/08. Be a high-quality data scientist/3. Can you know everything.mp4 |
50 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/08. Be a high-quality data scientist/3. Can you know everything.vtt |
5 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/08. Be a high-quality data scientist/4. What data scientists want.mp4 |
19.5 MB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/08. Be a high-quality data scientist/4. What data scientists want.vtt |
2 KB |
| Udemy - Improving data quality in data analytics & machine learning (1.2025)/09. Bonus/1. Bonus material.html |
5 KB |
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