AWS Certified AI Practitioner

As an AWS Certified AI Practitioner (AIF-C01), I have demonstrated a comprehensive understanding of Artificial Intelligence (AI), Machine Learning (ML), and generative AI technologies. This includes their fundamental concepts, methods, and strategies, both in general terms and specifically within the AWS ecosystem. My knowledge covers the essentials of AI/ML, the fundamentals of generative AI, applications of foundation models, guidelines for responsible AI, and the security, compliance, and governance considerations for AI solutions.

My capabilities enable me to effectively identify appropriate AI/ML and generative AI technologies to address specific business challenges and to ask pertinent questions within my organization to leverage these tools. I can determine the correct types of AI/ML technologies for various use cases, understand the lifecycle of ML development and foundation models, and am committed to the responsible application of these powerful technologies, including understanding how to develop AI systems responsibly and the importance of transparent and explainable models.

While my role focuses on utilizing and understanding AI/ML solutions on AWS rather than developing or coding models and pipelines from the ground up, I am familiar with core AWS services such as Amazon EC2, Amazon S3, AWS Lambda, and Amazon SageMaker, as well as services like Amazon Bedrock and Amazon Q. This also includes an understanding of the AWS shared responsibility model, IAM for security and access control, the AWS global infrastructure, service pricing models, and methods to secure AI systems and recognize governance and compliance regulations.