This course helps you understand some common issues of around security, compliance, and governance associated with artificial intelligence (AI) solutions. You will learn how to recognize governance and compliance requirements for AI systems. You will also learn about various Amazon Web Services (AWS) services and features that will help you apply governance controls and achieve your compliance objectives. Finally, you will be introduced to AWS services that can help you secure your AI systems.
- 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
