Tokens as units of input/output, use of SageMaker Model Cards for documentation, and techniques like few-shot learning .
An older version (recently updated to CLF-C02 ) of the entry-level AWS certification. C01.zip
Basics of ML and Generative AI, services like Amazon SageMaker, responsible AI practices, and core AWS infrastructure. Tokens as units of input/output, use of SageMaker
This is a foundational certification that validates knowledge of Artificial Intelligence (AI), Machine Learning (ML), and Generative AI. Machine Learning (ML)
Depending on the full prefix (e.g., AIF, AIP, or CLF), the specific topic of the file could be one of the following: 1. AWS Certified AI Practitioner (AIF-C01)
Retrieval Augmented Generation (RAG), vector databases, prompt engineering , foundation model (FM) integration, and agentic AI systems. 3. AWS Certified Cloud Practitioner (CLF-C01)
Building production-ready AI solutions using Amazon Bedrock and SageMaker.