Courses
AI-Driven Data Discovery and Sensitive Asset Inventory Course
AI systems do not wait for inventory to catch up. This course covers how to identify the sensitive data AI is collecting, processing and retaining across an environment and how to build a classification and governance posture that holds up when tested.
DELIVERY METHOD: ON-DEMAND | TIME: 3 HOURS | CPE CREDITS: 3 | FOCUS AREA: CYBERSECURITY LEADERSHIP | PROFICIENCY LEVEL: INTERMEDIATE | LANGUAGE: ENGLISH | KNOWLEDGE AREA: OPERATIONS
A stable internet connection is required. To record your completion of the online learning experience, please ensure you are connected to the internet at all times.
Refunds are not provided for ISC2 learning experiences.
Most asset inventories were built for environments that look nothing like an AI-enabled infrastructure. Data moves through ML pipelines, crosses cloud regions and feeds models before classification controls have been applied or sovereignty requirements have been evaluated. This course works through that problem directly.
Practitioners start by mapping where AI adoption creates data and asset blind spots, then work through the integrity risks that accumulate across the AI life cycle from collection through destruction. It addresses the capabilities and limits of AI-enabled discovery tools, the specific challenges of identifying and classifying sensitive data before it enters an ML pipeline, and the privacy and jurisdictional risks that emerge when AI processes data across multiple cloud regions. The final section focuses on defensible decision-making: selecting classification controls, integrating technical mitigations like differential privacy and data masking, and framing an AI data risk management approach that satisfies both security and privacy mandates.
Learning Experience:
This course is designed for data security architects, security engineers, privacy engineers, data governance leads, cloud security architects and compliance officers responsible for managing data and asset risk in environments where AI systems are active or being adopted. It is also relevant to security leaders who set AI risk management policy and are tasked with ensuring those decisions are auditable and defensible. Applicable certifications include CISSP, CCSP and ISSMP.
Learners have 60 days from the date of purchase to complete the entire course. Those who successfully complete this course will receive a digital Validation of Completion and earn continuing professional education (CPE) credits. We recommend that you download and retain the Validation of Completion for your personal records.
To receive a Validation of Completion and earn CPE credits, learners must:| CPE Credits | Group A | 3 |
| Field of Study | Cybersecurity Leadership | |
| Level | Intermediate | |
| Prerequisites | Designed for data security architects, security engineers, privacy engineers, data governance leads, cloud security architects and compliance officers responsible for managing data and asset risk in environments where AI systems are active or being adopted. | |
| Access | Online | This is a digital product. The content will be available up to 60 days after purchase date. |
For more information, please refer to the ISC2 Certification Maintenance Handbook for additional CPE requirement details.
CPE credits earned from this learning experience will automatically be reported for ISC2 credentials on the first day of every month. Please allow up to 10 business days for processing.
CPE credits earned for this learning experience may also be eligible for continuing professional education credits for non-ISC2 certifications. Please visit the continuing education requirements established by the credentialing organization for eligibility.
For questions related to ISC2 CPE credits or the CPE portal not covered in the handbook, please contact us via our online form.
To purchase this course for someone or inquire about team discounts, please contact your regional office:
| Americas +1.866.331.4722 teamtraining@isc2.org |
EMEA +44.203.960.7800 teamtraining@isc2.org |
Asia-Pacific +852.5803.5662 teamtraining@isc2.org |
| Product | Training Access | Exam Window | Exam Attempts |
|---|---|---|---|
| Exam Only | — | 365 days | 1 |
| Exam Only with Peace of Mind Protection | — | 180 days | 2 |
| Online Instructor-Led Training | 180 days (from first session) | — | — |
| Online Instructor-Led Training + Exam | 180 days (from first session) | 365 days | 1 |
| Online Instructor-Led Training + Exam with Peace of Mind Protection | 180 days (from first session) | 180 days | 2 |
| Online Self-Paced Training (90-Day) | 90 days | — | — |
| Online Self-Paced Training (180-Day) | 180 days | — | — |
| 180-Day Online Self-Paced Training + Exam | 180 days | 365 days | 1 |
| 180-Day Online Self-Paced Training + Exam with Peace of Mind Protection | 180 days | 180 days | 2 |
| 90-Day Online Self-Paced Training + Exam | 90 days | 365 days | 1 |
| 90-Day Online Self-Paced Training + Exam with Peace of Mind Protection | 90 days | 180 days | 2 |
| Certificates, Courses, and Express Courses | 60 days | — | — |
Purchase of exam(s) only.
Access periods:
Exam code must be scheduled and administered with 365 days of purchase.
Exam-only purchase with two attempts included in the purchase price.
Applies to Online Instructor-Led Certification Education Course purchases without an exam.
Access periods:
Applies to Online Instructor-Led Certification Education Course + Exam bundles.
Access periods:
Applies to Online Instructor-Led Certification Education Course and Exam with Peace of Mind Protection bundles.
Access periods:
Available in 90-day and 180-day access options. All access periods begin from the date of purchase.
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All contents of this site constitute the property of ISC2, Inc. and may not be copied, reproduced or distributed without prior written permission. ISC2, CISSP, SSCP, CCSP, CGRC, CSSLP, HCISPP, ISSAP, ISSEP, ISSMP, CC, and CBK are registered marks of ISC2, Inc.
