Azure AI Fundamentals

Cloud-based artificial intelligence is transforming how we build software, but navigating the vast ecosystem of cloud AI tools can feel overwhelming. This text-based course simplifies the journey by introducing you to the core concepts of artificial intelligence on the Azure platform. You will transition from understanding basic cloud concepts to confidently planning, configuring, and deploying foundational AI models. You'll learn how to leverage pre-built services, orchestrate modern workflows, and apply responsible AI principles to your projects. What you'll learn: - Understand the core terminology, architecture, and foundational concepts of Azure AI services. - Explore pre-built models for natural language processing, computer vision, and decision-making. - Navigate the Azure AI Foundry environment to manage models, datasets, and deployments. - Apply modern prompt engineering techniques and retrieval-augmented generation (RAG) concepts. - Practice configuring secure and scalable AI endpoints for integration into applications. - Design AI solutions that adhere to modern cloud security standards and responsible AI guidelines. The course begins with essential definitions and foundational cloud AI architecture before guiding you through practical scenarios, architectural patterns, and written exercises. Designed for absolute beginners, software developers new to the cloud, and technology enthusiasts, this program requires no prior machine learning experience. Start reading today to build a strong foundation in cloud-based artificial intelligence.