The **AWS AI Practitioner** certification is a new foundational credential validating an overall understanding of AI, Machine Learning, and Generative AI on AWS. It is ideal for non-technical professionals or those starting their journey in the AI field.
Answer : Amazon Bedrock.
Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies via an API.
Answer : An AI model trained on vast datasets that can be adapted to a wide range of downstream tasks.
Foundation models serve as the base for many generative AI applications due to their massive pre-training.
Answer : A systematic distortion in AI model outputs that favors or prejudices certain groups.
Bias can stem from non-representative training data and is a major challenge for AI ethics.
Answer : Amazon SageMaker.
SageMaker provides all the necessary components for the full machine learning lifecycle in a single interface.
Answer : A type of machine learning where an agent learns to make decisions by receiving rewards or punishments.
This is the method used by AWS DeepRacer to teach an autonomous car how to stay on the track.