WebToolTip com Data Planning Strategy and Compliance for AI Initiatives

WebToolTip com Data Planning Strategy and Compliance for AI Initiatives

Name	[ WebToolTip.com ] Data Planning, Strategy, and Compliance for AI Initiatives	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	361.1 MB
Total Files	104
Last Seen	2025-07-19 00:18
Hash	BE7B2ED00BAB00E4707F7DFF6FC8D4C2FF02B46C

/
Get Bonus Downloads Here.url	0.2 KB
/01 - Introduction/
01 - Welcome to this course.mp4	2.7 MB
01 - Welcome to this course.srt	1.3 KB
02 - Things you should know.mp4	1.5 MB
02 - Things you should know.srt	1.8 KB
/.../02 - 1. Data Collection Fundamentals/
01 - Identifying data sources.mp4	12.5 MB
01 - Identifying data sources.srt	10.8 KB
02 - Structured, semi-structured, and unstructured data collection.mp4	15.1 MB
02 - Structured, semi-structured, and unstructured data collection.srt	12.1 KB
03 - Data sampling techniques and statistical considerations.mp4	9.2 MB
03 - Data sampling techniques and statistical considerations.srt	7.9 KB
04 - Workflows for automated data collection.mp4	13.7 MB
04 - Workflows for automated data collection.srt	10.4 KB
05 - Challenge Identify relevant data collection metrics.mp4	485.5 KB
05 - Challenge Identify relevant data collection metrics.srt	0.4 KB
06 - Solution Identify relevant data collection metrics.mp4	1.0 MB
06 - Solution Identify relevant data collection metrics.srt	0.9 KB
/.../03 - 2. Data Quality Frameworks/
01 - Data quality metrics.mp4	7.6 MB
01 - Data quality metrics.srt	6.1 KB
02 - Data validation and verification procedures.mp4	5.3 MB
02 - Data validation and verification procedures.srt	4.8 KB
03 - Error detection and correction methodologies.mp4	8.5 MB
03 - Error detection and correction methodologies.srt	7.2 KB
04 - Challenge Data quality assessment.mp4	382.1 KB
04 - Challenge Data quality assessment.srt	0.3 KB
05 - Solution Data quality assessment.mp4	532.6 KB
05 - Solution Data quality assessment.srt	0.4 KB
/.../04 - 3. Data Preparation/
01 - Data normalization and standardization.mp4	11.6 MB
01 - Data normalization and standardization.srt	9.4 KB
02 - Handling missing data and outliers.mp4	11.5 MB
02 - Handling missing data and outliers.srt	10.6 KB
03 - Data augmentation techniques.mp4	11.0 MB
03 - Data augmentation techniques.srt	7.6 KB
04 - Feature engineering and selection.mp4	12.9 MB
04 - Feature engineering and selection.srt	10.1 KB
05 - Challenge Engineer features.mp4	426.3 KB
05 - Challenge Engineer features.srt	0.2 KB
06 - Solution Engineer features.mp4	1.7 MB
06 - Solution Engineer features.srt	1.6 KB
/.../05 - 4. AI Storage Systems/
01 - Types of storage systems Object storage.mp4	9.1 MB
01 - Types of storage systems Object storage.srt	7.1 KB
02 - Types of storage systems Block and file storage.mp4	8.9 MB
02 - Types of storage systems Block and file storage.srt	7.3 KB
03 - Types of storage systems Databases.mp4	18.8 MB
03 - Types of storage systems Databases.srt	15.3 KB
04 - Challenge Storage system selection.mp4	644.6 KB
04 - Challenge Storage system selection.srt	0.5 KB
05 - Solution Storage system selection.mp4	645.2 KB
05 - Solution Storage system selection.srt	0.5 KB
/.../06 - 5. AI Processing Infrastructure/
01 - Batch processing systems.mp4	8.1 MB
01 - Batch processing systems.srt	8.1 KB
02 - Stream processing systems.mp4	13.3 MB
02 - Stream processing systems.srt	13.1 KB
03 - Scaling AI processing.mp4	15.2 MB
03 - Scaling AI processing.srt	13.7 KB
04 - Challenge Choosing a framework.mp4	615.9 KB
04 - Challenge Choosing a framework.srt	0.5 KB
05 - Solution Choosing a framework.mp4	441.3 KB
05 - Solution Choosing a framework.srt	0.4 KB
/.../07 - 6. Optimizing AI Process Workflows/
01 - Metadata management.mp4	12.3 MB
01 - Metadata management.srt	10.5 KB
02 - Feature stores.mp4	11.5 MB
02 - Feature stores.srt	10.2 KB
03 - Caching.mp4	9.0 MB
03 - Caching.srt	8.3 KB
04 - Challenge Feature store capabilities.mp4	603.5 KB
04 - Challenge Feature store capabilities.srt	0.4 KB
05 - Solution Feature store capabilities.mp4	1.1 MB
05 - Solution Feature store capabilities.srt	0.8 KB
/.../08 - 7. Real-Time Data Processing for AI Applications/
01 - Event-driven architectures.mp4	11.4 MB
01 - Event-driven architectures.srt	10.8 KB
02 - Real-time data integration patterns.mp4	18.5 MB
02 - Real-time data integration patterns.srt	16.3 KB
03 - Monitoring and alerting systems.mp4	15.6 MB
03 - Monitoring and alerting systems.srt	12.7 KB
04 - Challenge Architecture patterns.mp4	640.4 KB
04 - Challenge Architecture patterns.srt	0.5 KB
05 - Solution Architecture patterns.mp4	651.8 KB
05 - Solution Architecture patterns.srt	0.6 KB
/.../09 - 8. Secure Data Management for AI Implementation/
01 - Security compliance and regulation.mp4	12.5 MB
01 - Security compliance and regulation.srt	12.1 KB
02 - Privacy-preserving AI methods.mp4	10.2 MB
02 - Privacy-preserving AI methods.srt	8.2 KB
03 - Data governance frameworks.mp4	11.5 MB
03 - Data governance frameworks.srt	10.8 KB
04 - Audit trails and logging.mp4	9.1 MB
04 - Audit trails and logging.srt	7.1 KB
05 - Challenge Privacy-preserving methods.mp4	888.2 KB
05 - Challenge Privacy-preserving methods.srt	0.7 KB
06 - Solution Privacy-preserving methods.mp4	776.6 KB
06 - Solution Privacy-preserving methods.srt	0.8 KB
/.../10 - 9. Ethical Considerations/
01 - AI ethics and responsible data use.mp4	7.9 MB
01 - AI ethics and responsible data use.srt	5.5 KB
02 - Transparency and explainability.mp4	11.3 MB
02 - Transparency and explainability.srt	9.8 KB
03 - Ethical guidelines and standards.mp4	9.2 MB
03 - Ethical guidelines and standards.srt	8.8 KB
04 - Challenge Ethical principles.mp4	515.0 KB
04 - Challenge Ethical principles.srt	0.4 KB
05 - Solution Ethical principles.mp4	820.1 KB
05 - Solution Ethical principles.srt	0.7 KB
/11 - Conclusion/
01 - Next steps.mp4	1.1 MB
01 - Next steps.srt	0.9 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.1 KB
Total files 104