From beginner to expert—build AI agents that safely control AWS, Azure & GCP infrastructure in production
Sub Category
- Data Science
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Objectives
- Design and build AI agents that can interact with and control real cloud infrastructure (AWS, Azure, GCP)
- Apply Infrastructure as Code (IaC) using tools like CloudFormation and Terraform to automate deployments
- Develop tool-using and multi-agent systems with planning, execution, and validation workflows
- Integrate LLMs and agent frameworks to enable intelligent decision-making and automation
- Implement safe execution systems with guardrails, policy engines, and approval workflows
- Use cloud APIs and SDKs (boto3, Azure, GCP) to programmatically manage infrastructure
- Build event-driven and serverless architectures that trigger AI agents in real-time
- Design secure and production-ready systems with IAM, least privilege, and secrets management
- Create autonomous workflows like auto-remediation and cost optimization agents
- Deliver a complete production-grade AI infrastructure agent as a capstone project
Pre Requisites
- No prior experience required—this course is designed to take you from beginner to advanced step by step
- Basic computer skills (installing software, using a browser, navigating files and folders)
- Willingness to learn Python programming (no prior coding experience needed, but helpful)
- Access to a laptop or desktop (Windows, macOS, or Linux) with internet connection
- Ability to install tools like Python, VS Code, and Git
- A free or trial account on at least one cloud provider (AWS, Azure, or GCP)
- Curiosity about AI, automation, and cloud infrastructure
- Commitment to hands-on learning—building projects, experimenting, and troubleshooting
- Optional (helpful but not required): familiarity with APIs, command line, or basic cloud concepts
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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Coupon Code(s)