Generative AI on Azure: Concepts and Applications

Generative AI is rapidly transforming industries, offering powerful new ways to innovate and automate. This course provides a foundational understanding of generative AI principles and practical skills to implement them using Azure's powerful cloud services. By the end of this course, you'll be equipped to understand core generative AI concepts, leverage Azure's specialized AI tools, and begin designing and developing your own intelligent applications. What you'll learn: * Learn the fundamental concepts of generative AI and its various model architectures. * Understand how to leverage Azure OpenAI Service for integrating large language models. * Apply Azure Machine Learning services to train and deploy custom generative models. * Develop conversational AI agents and chatbots using Azure Bot Service. * Implement effective prompt engineering techniques for optimal AI responses. * Explore basic principles of responsible AI and ethical considerations in generative AI development. * Practice building and fine-tuning generative AI applications on the Azure platform. The course begins with key terminology and foundational definitions of generative AI, then progresses through practical application scenarios using Azure services, reinforcing concepts with written explanations and code snippets. You'll move from theoretical understanding to building functional AI solutions. This course is designed for beginners with no prior experience in artificial intelligence or Azure, who are eager to understand and apply generative AI. No prerequisites are required. Start your journey into the exciting world of generative AI today.