A main component of the Google Cloud Platform (GCP) machine learning offering is Google's Vertex AI Platform, which provides tools that can aid organizations in leveraging Vertex AI for generative artificial intelligence (GenAI) projects. This course investigates the unique support and capabilities offered by Vertex AI specifically for generative AI models, empowering learners to unlock their creative potential. In this course, you will dig into harnessing generative AI using Vertex AI, beginning with an overview of generative AI support in Vertex AI, Vertex AI's generative AI models, and the features and uses of Google's Generative AI Studio. Then you will discover the Vertex AI API, explore Vertex AI Model Garden, and create custom models in Vertex AI. Finally, you will learn about responsible AI with safety filters and find out how to use Vertex AI Search and Conversation. After completing this course, you will be able to confidently leverage Vertex AI to build generative AI models.
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Syllabus
- discover the key concepts covered in this course
- provide an overview of generative artificial intelligence (GenAI) support in Vertex AI
- describe generative AI models available in Vertex AI
- provide an overview of the features and capabilities of Generative AI Studio within Vertex AI
- outline the features and uses of the Vertex AI application programming interface (API)
- provide an overview of Vertex AI Model Garden
- work with various models within Model Garden
- create a custom model in Vertex AI
- outline responsible AI in Vertex AI with safety filters
- provide an overview of Vertex AI Search and Conversation
- use Vertex AI Search and Conversation
- summarize the key concepts covered in this course