Fundamentals of Machine Learning and Artificial Intelligence

*This course was developed by members of AWS Technical Field Communities (TFC), an AWS community of technical experts. The content is intended to complement our standard training curriculum and augment your AWS learning journey. We are aware some courses have accessibility limitations and are working to address. If you require accommodation, please contact [AWS Training and Certification Customer Support](https://support.aws.amazon.com/#/contacts/aws-training).* In this course, you will learn about the foundations of machine learning (ML) and artificial intelligence (AI). You will explore the connections between AI, ML, deep learning, and the emerging field of generative artificial intelligence (generative AI). You will gain a solid understanding of foundational AI terms, laying the groundwork for a deeper dive into these concepts. Additionally, you will learn about a selection of Amazon Web Services (AWS) services that use AI and ML capabilities. You will gain practical insights into how these tools can be used to solve real-world problems and drive innovation across various industries. Course level: Fundamental. Duration: 1 hour. This course includes interactive elements, videos, text instruction, and illustrative graphics.

Fundamentals of Prompt Engineering with Claude

This course introduces learners to the foundational principles and best practices of prompt engineering, specifically tailored for using Anthropic’s Claude large language model (LLM) in the context of AWS. It provides a conceptual and practical starting point for AWS builders, technical professionals, and non-technical roles who want to effectively interact with Claude to solve business problems, build applications, or enhance productivity through natural language interfaces. The course emphasizes real-world AWS use cases where Claude can assist with infrastructure design, security reviews, documentation generation, troubleshooting, and customer support. By the end of this course you will be able to: * Explain the basics of prompt engineering using Claude * Recognize how Claude can support AWS cloud roles and tasks * Write better prompts using specific structures and techniques * Troubleshoot and iterate on prompts to improve results * Use Claude responsibly with security and ethical best practices in mind