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IT: Artificial Intelligence & Data
Foundations of AI on AWS
Curriculum
1 Section
14 Lessons
30 hours
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Unit 1 — Foundations of AI on AWS
14
1.1
A Brief History of AI
20 mins
1.2
A New Way to Interact with AI
20 mins
1.3
Key Trends in AI and ML Applications
20 mins
1.4
An Overview of AWS Managed AI and ML Services
20 mins
1.5
Selecting the Right Foundation Model for Your Use Case
20 mins
1.6
Retrieval-Augmented Generation Workflow
20 mins
1.7
MLOps Phases
20 mins
1.8
Key Principles of Responsible AI
20 mins
1.9
Basic AI Concepts and Terminology
20 mins
1.10
Basic Concepts of Generative AI
20 mins
1.11
Applications of AI and ML in Real-World Use Cases
20 mins
1.12
AWS AI and ML Services
20 mins
1.13
Model Selection and Prompt Engineering
20 mins
1.14
Generative AI Applications with RAG and Agents
20 mins
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