Introduction to AI Applications on AWS and Cloud Fundamentals

Artificial intelligence is transforming how we build software, but deploying these powerful models requires a solid understanding of cloud infrastructure. This text-based course guides you through the foundational concepts of AI and shows you how to leverage AWS to build scalable, intelligent applications. You will transition from understanding basic machine learning models to confidently navigating cloud-hosted AI services. You will learn to: - Understand fundamental AI, machine learning, and deep learning concepts. - Explore pre-trained AWS AI services for computer vision, natural language processing, and translation. - Configure secure cloud environments for deploying intelligent applications. - Apply prompt engineering basics and integrate foundational models via Amazon Bedrock. - Practice designing modern retrieval-augmented generation (RAG) patterns. - Learn key principles of responsible AI, data privacy, and cloud security. The course begins with essential terminology and the core mechanics of machine learning models before moving into practical cloud architecture patterns and hands-on configuration steps. Designed specifically for beginners, this course requires no prior background in data science or cloud engineering. Start reading today to build your cloud-first AI skill set.