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Checked by:
Category:
Language:
English
Total Size:
344.3 MB
Info Hash:
BE7B2ED00BAB00E4707F7DFF6FC8D4C2FF02B46C
Added By:
Added:
May 29, 2025, 6:51 a.m.
Stats:
|
(Last updated: May 29, 2025, 6:53 a.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 bytes |
| 01 - Welcome to this course.mp4 | 2.6 MB |
| 01 - Welcome to this course.srt | 1.3 KB |
| 02 - Things you should know.mp4 | 1.4 MB |
| 02 - Things you should know.srt | 1.7 KB |
| 01 - Identifying data sources.mp4 | 12.0 MB |
| 01 - Identifying data sources.srt | 10.5 KB |
| 02 - Structured, semi-structured, and unstructured data collection.mp4 | 14.4 MB |
| 02 - Structured, semi-structured, and unstructured data collection.srt | 11.8 KB |
| 03 - Data sampling techniques and statistical considerations.mp4 | 8.8 MB |
| 03 - Data sampling techniques and statistical considerations.srt | 7.7 KB |
| 04 - Workflows for automated data collection.mp4 | 13.1 MB |
| 04 - Workflows for automated data collection.srt | 10.2 KB |
| 05 - Challenge Identify relevant data collection metrics.mp4 | 474.1 KB |
| 05 - Challenge Identify relevant data collection metrics.srt | 401 bytes |
| 06 - Solution Identify relevant data collection metrics.mp4 | 984.0 KB |
| 06 - Solution Identify relevant data collection metrics.srt | 884 bytes |
| 01 - Data quality metrics.mp4 | 7.2 MB |
| 01 - Data quality metrics.srt | 5.9 KB |
| 02 - Data validation and verification procedures.mp4 | 5.1 MB |
| 02 - Data validation and verification procedures.srt | 4.7 KB |
| 03 - Error detection and correction methodologies.mp4 | 8.1 MB |
| 03 - Error detection and correction methodologies.srt | 7.0 KB |
| 04 - Challenge Data quality assessment.mp4 | 373.2 KB |
| 04 - Challenge Data quality assessment.srt | 273 bytes |
| 05 - Solution Data quality assessment.mp4 | 520.1 KB |
| 05 - Solution Data quality assessment.srt | 379 bytes |
| 01 - Data normalization and standardization.mp4 | 11.0 MB |
| 01 - Data normalization and standardization.srt | 9.2 KB |
| 02 - Handling missing data and outliers.mp4 | 11.0 MB |
| 02 - Handling missing data and outliers.srt | 10.3 KB |
| 03 - Data augmentation techniques.mp4 | 10.5 MB |
| 03 - Data augmentation techniques.srt | 7.4 KB |
| 04 - Feature engineering and selection.mp4 | 12.3 MB |
| 04 - Feature engineering and selection.srt | 9.9 KB |
| 05 - Challenge Engineer features.mp4 | 416.3 KB |
| 05 - Challenge Engineer features.srt | 231 bytes |
| 06 - Solution Engineer features.mp4 | 1.6 MB |
| 06 - Solution Engineer features.srt | 1.5 KB |
| 01 - Types of storage systems Object storage.mp4 | 8.7 MB |
| 01 - Types of storage systems Object storage.srt | 6.9 KB |
| 02 - Types of storage systems Block and file storage.mp4 | 8.5 MB |
| 02 - Types of storage systems Block and file storage.srt | 7.1 KB |
| 03 - Types of storage systems Databases.mp4 | 17.9 MB |
| 03 - Types of storage systems Databases.srt | 14.9 KB |
| 04 - Challenge Storage system selection.mp4 | 629.5 KB |
| 04 - Challenge Storage system selection.srt | 517 bytes |
| 05 - Solution Storage system selection.mp4 | 630.1 KB |
| 05 - Solution Storage system selection.srt | 528 bytes |
| 01 - Batch processing systems.mp4 | 7.7 MB |
| 01 - Batch processing systems.srt | 7.9 KB |
| 02 - Stream processing systems.mp4 | 12.7 MB |
| 02 - Stream processing systems.srt | 12.8 KB |
| 03 - Scaling AI processing.mp4 | 14.5 MB |
| 03 - Scaling AI processing.srt | 13.4 KB |
| 04 - Challenge Choosing a framework.mp4 | 601.5 KB |
| 04 - Challenge Choosing a framework.srt | 457 bytes |
| 05 - Solution Choosing a framework.mp4 | 431.0 KB |
| 05 - Solution Choosing a framework.srt | 373 bytes |
| 01 - Metadata management.mp4 | 11.7 MB |
| 01 - Metadata management.srt | 10.3 KB |
| 02 - Feature stores.mp4 | 10.9 MB |
| 02 - Feature stores.srt | 9.9 KB |
| 03 - Caching.mp4 | 8.6 MB |
| 03 - Caching.srt | 8.1 KB |
| 04 - Challenge Feature store capabilities.mp4 | 589.4 KB |
| 04 - Challenge Feature store capabilities.srt | 396 bytes |
| 05 - Solution Feature store capabilities.mp4 | 1.0 MB |
| 05 - Solution Feature store capabilities.srt | 842 bytes |
| 01 - Event-driven architectures.mp4 | 10.9 MB |
| 01 - Event-driven architectures.srt | 10.6 KB |
| 02 - Real-time data integration patterns.mp4 | 17.7 MB |
| 02 - Real-time data integration patterns.srt | 15.9 KB |
| 03 - Monitoring and alerting systems.mp4 | 14.9 MB |
| 03 - Monitoring and alerting systems.srt | 12.4 KB |
| 04 - Challenge Architecture patterns.mp4 | 625.4 KB |
| 04 - Challenge Architecture patterns.srt | 527 bytes |
| 05 - Solution Architecture patterns.mp4 | 636.6 KB |
| 05 - Solution Architecture patterns.srt | 617 bytes |
| 01 - Security compliance and regulation.mp4 | 11.9 MB |
| 01 - Security compliance and regulation.srt | 11.8 KB |
| 02 - Privacy-preserving AI methods.mp4 | 9.7 MB |
| 02 - Privacy-preserving AI methods.srt | 8.0 KB |
| 03 - Data governance frameworks.mp4 | 11.0 MB |
| 03 - Data governance frameworks.srt | 10.5 KB |
| 04 - Audit trails and logging.mp4 | 8.7 MB |
| 04 - Audit trails and logging.srt | 6.9 KB |
| 05 - Challenge Privacy-preserving methods.mp4 | 867.4 KB |
| 05 - Challenge Privacy-preserving methods.srt | 684 bytes |
| 06 - Solution Privacy-preserving methods.mp4 | 758.4 KB |
| 06 - Solution Privacy-preserving methods.srt | 785 bytes |
| 01 - AI ethics and responsible data use.mp4 | 7.5 MB |
| 01 - AI ethics and responsible data use.srt | 5.3 KB |
| 02 - Transparency and explainability.mp4 | 10.8 MB |
| 02 - Transparency and explainability.srt | 9.5 KB |
| 03 - Ethical guidelines and standards.mp4 | 8.8 MB |
| 03 - Ethical guidelines and standards.srt | 8.6 KB |
| 04 - Challenge Ethical principles.mp4 | 502.9 KB |
| 04 - Challenge Ethical principles.srt | 424 bytes |
| 05 - Solution Ethical principles.mp4 | 800.9 KB |
| 05 - Solution Ethical principles.srt | 664 bytes |
| 01 - Next steps.mp4 | 1.0 MB |
| 01 - Next steps.srt | 930 bytes |
| Bonus Resources.txt | 70 bytes |
Name
DL
Uploader
Size
S/L
Added
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344.3 MB
[4
/
11]
2025-05-29
| Uploaded by freecoursewb | Size 344.3 MB | Health [ 4 /11 ] | Added 2025-05-29 |
NOTE
SOURCE: Data Planning Strategy and Compliance for AI Initiatives
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