AWS ML / GenAI Trifecta: Part 1 – AWS Certified AI Practitioner (AIF-C01)
This article provides a comprehensive guide to preparing for the AWS Certified AI Practitioner (AIF-C01) exam, covering exam overview, domains, official AWS Skill Builder resources, and community study materials.
Why it matters
Passing the AWS Certified AI Practitioner exam demonstrates foundational AI/ML expertise and the ability to leverage AWS services, which is valuable for professionals seeking to advance their careers in the AI/ML field.
Key Points
- 1The AWS Certified AI Practitioner exam validates AI/ML knowledge and ability to identify AWS services for business problems
- 2The exam covers fundamentals of AI/ML, generative AI, foundation model applications, responsible AI, and security/governance
- 3AWS Skill Builder provides the official exam prep plan, including free access to practice exams, simulations, and pre-tests
- 4Community resources and hands-on labs are crucial for exam preparation and retaining knowledge
Details
The article outlines the AWS ML / GenAI Trifecta, a three-part certification path covering the AWS Certified AI Practitioner (foundational), AWS Certified Machine Learning Engineer or Data Engineer (associate), and AWS Certified Generative AI Developer (professional). The AWS Certified AI Practitioner exam is the current focus, with 90 minutes duration and 65 questions across five domains: Fundamentals of AI and ML, Fundamentals of Generative AI, Applications of Foundation Models, Guidelines for Responsible AI, and Security/Compliance/Governance. The exam targets professionals with up to 6 months of AI/ML on AWS experience, focusing on concepts rather than complex algorithm implementation. The article provides a detailed breakdown of the exam domains and topics, highlighting the importance of familiarity with Amazon SageMaker and other key AWS services. It also covers the official AWS Skill Builder exam prep plan, including free access to practice exams and other resources, as well as recommendations for leveraging community study materials and hands-on labs for comprehensive preparation.
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