<ul data-eligibleForWebStory="false">Generative AI is transforming various industries with applications like chatbots and code generation tools.The Databricks Certified Generative AI Engineer Associate certification focuses on building real-world AI applications using Databricks' platform.The certification covers concepts like Retrieval-Augmented Generation (RAG), Vector Search, LLM Chains, MLflow, and Model Serving in Databricks.The certification exam is for AI/ML engineers with experience and requires hands-on access to a Databricks workspace; it remains valid for 2 years.