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Il y a 3 modules dans ce cours
The explosion of generative AI has created unprecedented data governance challenges that traditional approaches can't handle. This course equips you with the specialized skills to govern GenAI data safely while maintaining operational agility.
This Short Course was created to help machine learning and AI professionals accomplish secure, compliant GenAI data governance at enterprise scale.
By completing this course, you'll be able to design sophisticated role-based access control systems, assess your organization's governance maturity using industry frameworks like DAMA-DMBOK, and create comprehensive stewardship programs that balance innovation with security. These are the foundational skills that separate GenAI operations that scale safely from those that create compliance nightmares.
By the end of this course, you will be able to:
- Analyze data access patterns across user cohorts to recommend precise role-based controls
- Evaluate governance maturity using established frameworks to identify strategic improvement opportunities
- Create data stewardship programs with clear ownership, quality standards, and governance procedures
This course is unique because it bridges the gap between cutting-edge GenAI capabilities and enterprise-grade governance, focusing specifically on the intersection of AI operations and data security.
To be successful in this project, you should have experience with data analytics, understanding of enterprise risk concepts, and familiarity with AI/ML environments.
This module establishes critical skills for securing GenAI data through precise access controls. Learners explore why traditional permission models fail in AI environments, master access pattern analysis and function-based RBAC design, and gain hands-on experience using SQL techniques to analyze real access logs.
Inclus
3 vidéos1 lecture2 devoirs
Afficher les informations sur le contenu du module
3 vidéos•Total 14 minutes
Why Precise RBAC Matters in GenAI Operations•3 minutes
RBAC Design Principles for Secure AI Data Access•5 minutes
Analyzing Query Logs to Identify Access Pattern Anomalies•6 minutes
1 lecture•Total 10 minutes
Fundamentals of Access Pattern Analysis for AI Systems•10 minutes
2 devoirs•Total 20 minutes
Hands-On Access Pattern Analysis for RBAC Optimization•15 minutes
Access Pattern Analysis and RBAC Design - Knowledge Check•5 minutes
Module 2: Evaluate Governance Maturity Against Frameworks
Module 2•1 heure à terminer
Détails du module
This module transforms learners from framework consumers to assessment practitioners who can lead organizational governance improvement initiatives. Learners master DAMA-DMBOK components and advanced assessment techniques, then practice facilitating maturity workshops through screencast demonstrations.
Inclus
2 vidéos2 lectures1 devoir
Afficher les informations sur le contenu du module
2 vidéos•Total 11 minutes
Maturity Assessment Techniques for AI Governance Programs•7 minutes
DAMA-DMBOK Framework for AI Data Governance Assessment•10 minutes
Strategic Gap Identification and Improvement Prioritization Methods•10 minutes
1 devoir•Total 3 minutes
Governance Framework Assessment and Strategic Planning - Knowledge Check•3 minutes
Module 3: Create Comprehensive Data Stewardship Programs
Module 3•1 heure à terminer
Détails du module
This module integrates course concepts into practical stewardship program design capabilities. Learners master the five essential components of effective programs—ownership assignment, quality frameworks, and governance procedures—then develop complete documentation and design skills to transform organizational data governance from ad-hoc practices into systematic capabilities that enable secure, compliant GenAI operations.
Inclus
2 vidéos1 lecture3 devoirs
Afficher les informations sur le contenu du module
2 vidéos•Total 16 minutes
Essential Components of Data Stewardship Programs for AI Environments•11 minutes
Building Data Stewardship Program Documentation and RACI Matrices•5 minutes
1 lecture•Total 10 minutes
The Strategic Impact of Data Stewardship on AI Operations Success•10 minutes
3 devoirs•Total 35 minutes
GenAI Data Governance and Stewardship - Assessment•15 minutes
Complete Data Stewardship Program Design and Implementation Planning•15 minutes
Data Stewardship Program Design Fundamentals•5 minutes
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