Generative AI Application Development on GCP

Generative artificial intelligence is rapidly transforming how software interacts with users and processes information. Unlock the power of this technology by learning to build your own AI-driven applications. This course offers a structured path to acquire the foundational knowledge and practical skills needed to develop and deploy generative AI applications. You will master the entire development lifecycle, from understanding core concepts and setting up your cloud environment to deploying robust, scalable AI solutions. What you'll learn: Understand the fundamental concepts and types of generative AI models. Configure a secure and efficient development environment on Cloud Platform. Apply effective prompt engineering techniques to guide generative models. Develop and fine-tune generative models for specific application needs. Implement Retrieval-Augmented Generation (RAG) patterns for informed AI responses. Containerize and deploy generative AI models as scalable API services. Practice integrating generative AI capabilities into end-to-end applications. The curriculum progresses from essential theoretical knowledge to hands-on practical application. You will read detailed explanations and work through code snippets to build a comprehensive understanding of each step. This course is designed for absolute beginners with no prior experience in generative AI or cloud development. No specific technical prerequisites are required. Start your journey toward creating innovative, intelligent applications today.