In today's rapidly evolving technological landscape, generative artificial intelligence (AI) has gained significant attention for its ability to create intelligent solutions. This path focuses on leveraging the Azure cloud platform to explore and harness the power of generative AI. In this course, you'll explore how generative AI works and types of generative AI models. Then, you'll be introduced to Azure services for generative AI, including Azure OpenAI service, Azure Bot service, and Azure Machine Learning. Finally, you'll learn about privacy and policy considerations for generative AI, chatbot creation, personalized marketing content, new product development, and training and tuning generative AI models.
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Syllabus
- discover the key concepts covered in this course
- define generative artificial intelligence (AI) and explain how it works
- identify the types of generative AI models
- identify the Microsoft Azure services that can be used to build and deploy generative AI applications
- provide an overview of the advantages of leveraging generative AI in Microsoft Azure
- outline the Azure OpenAI service, including its features, the opportunities it provides, and how it can be leveraged in generative AI application development
- provide an overview of the Azure Bot service, its key features, and how it can be leveraged in generative AI application development
- recognize the key features of Azure Machine Learning and how it can be used in application development
- outline pertinent privacy and policy considerations surrounding generative AI application development today
- outline how generative AI on Azure can be used to create chatbots capable of answering customer questions in a natural and informative way
- provide an overview of how generative AI is being used to generate personalized marketing content that can be tailored to individual customers
- outline how generative AI is being used to generate new product ideas and test the feasibility of new features
- outline the process of training and fine-tuning generative AI models on Azure
- summarize the key concepts covered in this course