Generative AI Application with Google Vertex AI

Level

Intermediate
Duration

4 hours
Last Updated

February 21, 2024
Certificate

Certificate of completion

About Course

Google Vertex AI provides a powerful and versatile platform for developing generative AI models, offering managed services, high-performance computing, pre-built models and APIs, AutoML capabilities, and seamless integration with other Google Cloud services. Its importance in generative AI lies in its ability to simplify and accelerate the development and deployment of generative models, thereby enabling researchers, developers, and organisations to harness the creative potential of AI more effectively. In this course, we will delve deeper into understanding generative AI, different generative AI models and their inner workings. We will explore Vertex AI and its several functionalities along with an in-depth implementation of Google's Imagen, Codey and Text Bison models.

Understand the core concepts of Generative AI, including its benefits and limitations.
Explore the different types of Generative AI models and classify them based on their utility in the Generative AI space.
Illustrate the ethical considerations surrounding Generative AI focusing on bias, fairness and responsible development practices.
Articulate and implement Google’s Vertex AI for Generative AI modelling and application development.
Explore and implement text generation, image generation and code generation using Text-Bison, Imagen & Codey models.