| 01 - AI ethics and responsible data use.mp4 | 7.5 MB | ||
| 01 - AI ethics and responsible data use.srt | 5.3 KB | ||
| 01 - Batch processing systems.mp4 | 7.7 MB | ||
| 01 - Batch processing systems.srt | 7.9 KB | ||
| 01 - Data normalization and standardization.mp4 | 11 MB | ||
| 01 - Data normalization and standardization.srt | 9.2 KB | ||
| 01 - Data quality metrics.mp4 | 7.2 MB | ||
| 01 - Data quality metrics.srt | 5.9 KB | ||
| 01 - Event-driven architectures.mp4 | 10.9 MB | ||
| 01 - Event-driven architectures.srt | 10.6 KB | ||
| 01 - Identifying data sources.mp4 | 12 MB | ||
| 01 - Identifying data sources.srt | 10.5 KB | ||
| 01 - Metadata management.mp4 | 11.7 MB | ||
| 01 - Metadata management.srt | 10.3 KB | ||
| 01 - Next steps.mp4 | 1 MB | ||
| 01 - Next steps.srt | 921.6 B | ||
| 01 - Security compliance and regulation.mp4 | 11.9 MB | ||
| 01 - Security compliance and regulation.srt | 11.8 KB | ||
| 01 - Types of storage systems Object storage.mp4 | 8.7 MB | ||
| 01 - Types of storage systems Object storage.srt | 6.9 KB | ||
| 01 - Welcome to this course.mp4 | 2.6 MB | ||
| 01 - Welcome to this course.srt | 1.3 KB | ||
| 02 - Data validation and verification procedures.mp4 | 5.1 MB | ||
| 02 - Data validation and verification procedures.srt | 4.7 KB | ||
| 02 - Feature stores.mp4 | 10.9 MB | ||
| 02 - Feature stores.srt | 9.9 KB | ||
| 02 - Handling missing data and outliers.mp4 | 11 MB | ||
| 02 - Handling missing data and outliers.srt | 10.3 KB | ||
| 02 - Privacy-preserving AI methods.mp4 | 9.7 MB | ||
| 02 - Privacy-preserving AI methods.srt | 8 KB | ||
| 02 - Real-time data integration patterns.mp4 | 17.7 MB | ||
| 02 - Real-time data integration patterns.srt | 15.9 KB | ||
| 02 - Stream processing systems.mp4 | 12.7 MB | ||
| 02 - Stream processing systems.srt | 12.8 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 | ||
| 02 - Things you should know.mp4 | 1.4 MB | ||
| 02 - Things you should know.srt | 1.7 KB | ||
| 02 - Transparency and explainability.mp4 | 10.8 MB | ||
| 02 - Transparency and explainability.srt | 9.5 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 - Caching.mp4 | 8.6 MB | ||
| 03 - Caching.srt | 8.1 KB | ||
| 03 - Data augmentation techniques.mp4 | 10.5 MB | ||
| 03 - Data augmentation techniques.srt | 7.4 KB | ||
| 03 - Data governance frameworks.mp4 | 11 MB | ||
| 03 - Data governance frameworks.srt | 10.5 KB | ||
| 03 - Data sampling techniques and statistical considerations.mp4 | 8.8 MB | ||
| 03 - Data sampling techniques and statistical considerations.srt | 7.7 KB | ||
| 03 - Error detection and correction methodologies.mp4 | 8.1 MB | ||
| 03 - Error detection and correction methodologies.srt | 7 KB | ||
| 03 - Ethical guidelines and standards.mp4 | 8.8 MB | ||
| 03 - Ethical guidelines and standards.srt | 8.6 KB | ||
| 03 - Monitoring and alerting systems.mp4 | 14.9 MB | ||
| 03 - Monitoring and alerting systems.srt | 12.4 KB | ||
| 03 - Scaling AI processing.mp4 | 14.5 MB | ||
| 03 - Scaling AI processing.srt | 13.4 KB | ||
| 03 - Types of storage systems Databases.mp4 | 17.9 MB | ||
| 03 - Types of storage systems Databases.srt | 14.9 KB | ||
| 04 - Audit trails and logging.mp4 | 8.7 MB | ||
| 04 - Audit trails and logging.srt | 6.9 KB | ||
| 04 - Challenge Architecture patterns.mp4 | 625.4 KB | ||
| 04 - Challenge Architecture patterns.srt | 512 B | ||
| 04 - Challenge Choosing a framework.mp4 | 601.5 KB | ||
| 04 - Challenge Choosing a framework.srt | 409.6 B | ||
| 04 - Challenge Data quality assessment.mp4 | 373.2 KB | ||
| 04 - Challenge Data quality assessment.srt | 307.2 B | ||
| 04 - Challenge Ethical principles.mp4 | 502.9 KB | ||
| 04 - Challenge Ethical principles.srt | 409.6 B | ||
| 04 - Challenge Feature store capabilities.mp4 | 589.4 KB | ||
| 04 - Challenge Feature store capabilities.srt | 409.6 B | ||
| 04 - Challenge Storage system selection.mp4 | 629.5 KB | ||
| 04 - Challenge Storage system selection.srt | 512 B | ||
| 04 - Feature engineering and selection.mp4 | 12.3 MB | ||
| 04 - Feature engineering and selection.srt | 9.9 KB | ||
| 04 - Workflows for automated data collection.mp4 | 13.1 MB | ||
| 04 - Workflows for automated data collection.srt | 10.2 KB | ||
| 05 - Challenge Engineer features.mp4 | 416.3 KB | ||
| 05 - Challenge Engineer features.srt | 204.8 B | ||
| 05 - Challenge Identify relevant data collection metrics.mp4 | 474.1 KB | ||
| 05 - Challenge Identify relevant data collection metrics.srt | 409.6 B | ||
| 05 - Challenge Privacy-preserving methods.mp4 | 867.4 KB | ||
| 05 - Challenge Privacy-preserving methods.srt | 716.8 B | ||
| 05 - Solution Architecture patterns.mp4 | 636.6 KB | ||
| 05 - Solution Architecture patterns.srt | 614.4 B | ||
| 05 - Solution Choosing a framework.mp4 | 431 KB | ||
| 05 - Solution Choosing a framework.srt | 409.6 B | ||
| 05 - Solution Data quality assessment.mp4 | 520.1 KB | ||
| 05 - Solution Data quality assessment.srt | 409.6 B | ||
| 05 - Solution Ethical principles.mp4 | 800.9 KB | ||
| 05 - Solution Ethical principles.srt | 614.4 B | ||
| 05 - Solution Feature store capabilities.mp4 | 1 MB | ||
| 05 - Solution Feature store capabilities.srt | 819.2 B | ||
| 05 - Solution Storage system selection.mp4 | 630.1 KB | ||
| 05 - Solution Storage system selection.srt | 512 B | ||
| 06 - Solution Engineer features.mp4 | 1.6 MB | ||
| 06 - Solution Engineer features.srt | 1.5 KB | ||
| 06 - Solution Identify relevant data collection metrics.mp4 | 984 KB | ||
| 06 - Solution Identify relevant data collection metrics.srt | 921.6 B | ||
| 06 - Solution Privacy-preserving methods.mp4 | 758.4 KB | ||
| 06 - Solution Privacy-preserving methods.srt | 819.2 B | ||
| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 104 total files | |||
Data Planning, Strategy, and Compliance for AI Initiatives
https://WebToolTip.com
Released 05/2025
With Dan Sullivan
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 3h 17m 17s | Size: 344 MB
Explore core technologies, best practices, and privacy-preserving methods to enhance AI initiatives within diverse industries.
Course details
Dive into AI strategies that propel organizational goals with expert guidance from cloud architect, author, and Google Cloud expert Dan Sullivan. Learn how to align AI technologies with business objectives. Discover best practices for sourcing data, ensuring data quality, and preserving privacy. Gain insights into structured, semi-structured, and unstructured data, through topics such as batch and stream processing, data governance, audit trails, and ethical frameworks in AI initiatives. Enhance your knowledge in crucial areas such as data integration, regulatory compliance, and feature engineering. Equip yourself with the skills to analyze real-world data challenges and optimize your organization's AI infrastructure. Whether you are tasked with transforming business processes or advancing AI capabilities, this course offers tools that can help you navigate complex data environments and achieve scalable, reliable AI solutions.
| torrent name | size | uploader | age | seed | leech |
|---|---|---|---|---|---|
| 1.3 GB | freecoursewb | 5 years | 5 | 1 | |
| 1.38 GB | tutsnode | 5 years | 0 | 0 |
All Comments