Study Notes: AWS AI Practitioner

Complete Study Notes to help you ace your AWS AI Practitioner Certification Exam.

Use these notes as the Ultimate Revision Guide. Detailed explanations, visual diagrams, analogies and more!

Perfect for revision, or as a first-time learning guide.

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Overview

- Overview & Exam Structure
- AWS Certified AI Practitioner Study Notes.pdf

Domain 1: Fundamentals of AI and ML

- Explain Basic AI Concepts and Terminologies
- Identify Practical Use Cases for AI
- Describe the ML Development Lifecycle

Domain 2: Fundamentals of Generative AI

- Explain the Basic Concepts of Generative AI
- Capabilities and Limitations of Generative AI for Solving Business Problems
- AWS Infrastructure and Technologies for Building Generative AI Applications

Domain 3: Applications of Foundation Models

- Design Considerations for Applications Using Foundation Models
- Choosing Effective Prompt Engineering Techniques
- Describing the Training and Fine-Tuning Process for Foundation Models
- Evaluating Foundation Model Performance

Domain 4: Guidelines for Responsible AI

- Development of Responsible AI Systems
- Recognizing the Importance of Transparent and Explainable Models

Domain 5: Security, Compliance, and Governance for AI Solutions

- Explain Methods to Secure AI Systems
- Governance and Compliance Regulations for AI Systems

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