Security, Compliance, and Governance for AI Solutions

Description

• Course level: Fundamental
• Duration: 1 hour

Activities

This course includes interactive learning elements, text instruction, and illustrative graphics.

Course objectives

In this course, you will learn how to do the following:

• Identify and describe common governance and compliance considerations for AI systems.
• Describe the AWS services that assist with applying governance controls and achieving compliance objectives.
• Describe common data governance strategies.
• Describe common approaches for implementing governance strategies.
• List and describe security and privacy considerations for AI systems.
• Describe AWS services and features for securing AI systems.
• Describe tasks like source citation and documenting data origins.
• Describe best practices for secure data engineering.

Intended audience

This course is intended for the following:

• Individuals interested in machine learning (ML) and AI, independent of a specific job role

Prerequisites

Security, Compliance, and Governance for AI Solutions is part of a series that facilitates a foundation on artificial intelligence, machine learning, and generative AI. If you have not done so already, it is recommended that you complete these two courses:

• Fundamentals of Machine Learning and Artificial Intelligence
• Exploring Artificial Intelligence Use Cases and Applications

Course outline

Section 1: Introduction

• Course Overview
• Strategic Guidance for Security, Governance, and Compliance

Section 2: Applying Governance and Compliance for AI Systems

• Compliance Standards for AI Systems
• AWS Services for Governance and Compliance
• Data Governance Strategies
• Approaches for Implementing Governance Strategies
• Knowledge Check

Section 3: Securing AI Systems

• Security and Privacy Considerations for AI Systems
• AWS Services and Features for Securing AI Systems
• Understanding Data and Model Lineage
• Best Practices for Secure Data Engineering
• Knowledge Check

Section 4: Conclusion

• Resources
• Contact Us

Keywords: Gen AI, Generative AI