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Business Analyst to AI Engineer
Recommended resources
The freely available resources this course will direct you to.
- OWASP's Top 10 Ways to Attack LLMs: AI Vulnerabilities Exposedwww.youtube.com
- Decouple code with DEPENDENCY INJECTION in Pythonwww.youtube.com
- OWASP Top 10 for LLM Applications 2025owasp.github.io
- Architecting generative AI applications for production - AWS Prescriptive Guidancedocs.aws.amazon.com
- Python Tutorial: UV - A Faster, All-in-One Package Manager to Replace Pip and Venvwww.youtube.com
- pydantic-settings - Modern, Type-Safe Configuration for Python Appswww.youtube.com
Module 2
Control and Compare Language Models
Module 3
Build a Decision Model from Business Data
Module 4
Build an Embedding-Based Search Service
Module 5
Turn Search into an Evidence-Grounded RAG Application
Module 6
Engineer an Interoperable MCP Server
Module 7
Build a Controlled Tool-Using Agent
Module 8
Evaluate AI Behavior Before Release
Module 9
Prepare an AI Service for Production Traffic
Module 10
Secure and Govern the AI Application
Module 11
Own the AWS Deployment Path
Module 12