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AIF-C01: AWS Certified AI Practitioner

via Codecademy Path

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Prepare for the AIF-C01 AWS Certified AI Practitioner certification exam covering machine learning basics, AI services, data preparation and model deployment.

Syllabus

Fundamentals of AI and ML

In this track, you will explore basic AI concepts and terminologies, identify practical use cases for AI, and describe the ML development lifecycle.

Fundamentals of Generative AI

In this track, you will learn about the basic concepts of generative AI, understand the capabilities and limitations of generative AI for solving business problems, and describe AWS infrastructure and technologies for building generative AI applications.

Applications of Foundation Models

In this track, the focus will be on design considerations for applications that use foundation models, effective prompt engineering techniques, training and fine-tuning process for foundation models, and methods to evaluate foundation model performance.

Guidelines for Responsible AI

In thi track, you will explore the development of AI systems that are responsible, and recognize the importance of transparent and explainable models.

Security, Compliance, and Governance for AI Solutions

In this track, you will learn about methods to secure AI systems, and recognize governance and compliance regulations for AI systems.

Take the Practice Exam

Practice exams are designed to help you prepare for the exam and perform on exam day. Study at your own pace, whenever you want, and wherever you are most comfortable. Practice with exam-like questions.