Crack Databricks Generative AI Engineer Associate Exam

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Crack Databricks Generative AI Engineer Associate Exam

About this course

Are you ready to crack the Databricks Certified Generative AI Engineer Associate Exam and take your Generative AI skills to the next level?This hands on course is designed to help you master Databricks tools and frameworks used to build real-world LLM applications  and prepare you thoroughly for the official Databricks GenAI certification.Whether you're a data engineer, ML developer, cloud professional, or AI enthusiast, this course will equip you with the skills and confidence to design, develop, deploy, and monitor end-to-end LLM-powered apps using Databricks.What You’ll Learn:The fundamentals of Generative AI, LLMs, and Prompt EngineeringHow to build RAG (Retrieval-Augmented Generation) applications using LangChain and Mosaic AI Vector SearchStrategies for chunking and preparing data using Delta Lake and Unity CatalogHow to deploy GenAI apps using MLflow, Model Serving, and Inference APIsSetting up guardrails, masking, and governance to keep your models safe and compliantHow to monitor GenAI pipelines using MLflow metrics, inference logs, and evaluation toolsHow to crack the Databricks Generative AI Engineer certification with real-world examples, mapped exam topics, and practice questionsWhy This Course?100% aligned with the official Databricks exam guidePractical demos, hands-on projects, and real-world case studiesCovers tools like LangChain, MLflow, Vector Search, Unity Catalog, LLM APIsIncludes mock questions and exam preparation tipsNo prior GenAI experience needed — beginner-friendly!

What you'll learn

  • The fundamentals of Generative AI and LLMs
  • How to build Retrieval-Augmented Generation applications
  • Strategies for chunking and preparing data
  • How to deploy Generative AI applications using MLflow
  • Techniques for monitoring AI pipelines

Course objectives

  • Equip students with the skills to design, develop, and deploy LLM-powered applications
  • Prepare students for the Databricks Generative AI Engineer certification exam

Skills you'll gain

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