AWS Certified AI Practitioner Notes

  Introduction

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• Overview & Exam Structure Preview
• [PDF Summary] AWS Certified AI Practitioner Study Notes Start

  Domain 1: Fundamentals of AI and ML

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• 1.1 Explain Basic AI Concepts and Terminologies Preview
• 1.2 Identify Practical Use Cases for AI Start
• 1.3: Describe the ML Development Lifecycle Start

  Domain 2: Fundamentals of Generative AI

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• 2.1 Explain the Basic Concepts of Generative AI Start
• 2.2 Capabilities and Limitations of Generative AI for Solving Business Problems Start
• 2.3 AWS Infrastructure and Technologies for Building Generative AI Applications Start

  Domain 3: Applications of Foundation Models

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• 3.1: Design Considerations for Applications Using Foundation Models Start
• 3.2: Choosing Effective Prompt Engineering Techniques Start
• 3.3: Describing the Training and Fine-Tuning Process for Foundation Models Start
• 3.4 Evaluating Foundation Model Performance Start

  Domain 4: Guidelines for Responsible AI

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• 4.1 Development of Responsible AI Systems Start
• 4.2: Recognizing the Importance of Transparent and Explainable Models Start

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

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• 5.1 Explain Methods to Secure AI Systems Start
• 5.2 Governance and Compliance Regulations for AI Systems Start

  Mini Practice Test

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• Mini Practice Test [20 Questions] Start
• Mini Practice Test [Answers & Explanation] Start