Explore digital courses

Security controls that you can implement in AI systems to increase the security posture of AI environments

Units in this learning path:

• Introduction
• Review AI Open Source Libraries
• Content Filters
• Implement AI Data Security
• Create Metaprompts
• Ground AI Systems
• Implementing Application Security Best Practices for AI Enabled Applications
• Knowledge Check
• Summary

Products: Azure

Roles: Developer

Level: Beginner

Duration: 22 minutes

Learn the fundamental concepts of AI security.

Modules in this learning path:

• Fundamentals of AI Security
• AI Security Controls
• Introduction to AI Security Testing

Products: Azure

Roles: Developer, Administrator, Security Engineer

Level: Beginner

Duration: 88 minutes

Master the art of safeguarding sensitive data and enforcing governance for AI workloads on Azure. This learning path is crafted for IT and security professionals tasked with maintaining data protection and compliance in AI environments. Discover how to prevent data exfiltration and apply governance policies that ensure consistent, secure AI deployments. Learn to combine technical controls with strategic oversight to create resilient, policy-driven AI architectures that align with organizational and regulatory standards.

Modules in this learning path:

• Prevent Data Exfiltration Azure AI Workloads
• Govern AI Services Azure Policy

Products: AI Services, Azure Machine Learning

Roles: Administrator, Auditor, Devops Engineer, Identity Access Admin, Privacy Manager, Security Engineer, Security Operations Analyst, Solution Architect, Support Engineer

Level: Intermediate

Duration: 54 minutes

With Amazon API Gateway, you can create, publish, maintain, monitor, and secure APIs at any scale. This service connects applications to data, business logic, or functionality in your Amazon Web Services (AWS) environment or external systems. In…

This course was developed by members of AWS Technical Field Communities (TFC), an AWS community of technical experts. The content is intended to complement our standard training curriculum and augment your AWS learning journey. We are aware some…

A Learning Plan pulls together training content for a particular role or solution, and organizes those assets from foundational to advanced. Use Learning Plans as a starting point to discover training that matters to you. This Learning Plan…

AWS Amplify combines tools and services that help developers build cloud applications. You can manage both frontend and backend development needs within a single platform that connects directly to AWS services. In this course, you will learn how…

With AWS AppSync, you can connect your applications with multiple data sources through a single endpoint using GraphQL. In this course, you will learn the benefits and technical concepts of AWS AppSync. If you are new to the service, you will…

This course equips participants with the essential knowledge and skills to seamlessly migrate servers to AWS, minimizing downtime and compatibility issues. Learners will understand the functionalities, benefits, and considerations of AWS…

This comprehensive learning plan is designed to equip you with the essential knowledge and skills to become an artificial intelligence and machine learning (AI/ML) practitioner proficient in leveraging AWS services and tools. This engaging…

With AWS Backup, you can create and manage backup copies of your data across AWS services, cloud environments, and on-premises infrastructure.

Welcome to the AWS Backup Primer course! This course introduces you to the concepts and technologies within AWS Backup, so that you can quickly begin using AWS Backup in your environment. This course discusses the features, benefits, use cases,…