Crack Databricks Generative AI Engineer Associate Exam
Master RAG, LangChain, Vector Search & MLflow to Build GenAI Apps and Pass the Databricks Certification
2
students
3 hours
content
Jun 2025
last update
$19.99
regular price
What you will learn
Confidently crack the Databricks Generative AI Engineer Associate Certification with mock questions and scenario-based practice.
Design end-to-end Generative AI applications using Large Language Models (LLMs) with Databricks
Craft effective prompts using real-world frameworks (SALT, RTF, CTF, CoT) to optimize LLM responses.
Build RAG (Retrieval-Augmented Generation) pipelines using tools like LangChain, LlamaIndex, and Mosaic AI Vector Search.
Prepare high-quality data by extracting, chunking, and storing it in Delta Lake with Unity Catalog for scalable LLM use.
Choose and integrate the right models (LLMs, embeddings, tools) based on task, cost, latency, and context window.
Implement safety guardrails and data governance using prompt sanitization, masking, and Unity Catalog.
Deploy and monitor LLM apps with MLflow, Model Serving, and inference tracking tools in Databricks.
Evaluate LLM performance with the right metrics and monitoring strategies to optimize accuracy and cost-efficiency.
Master Databricks-native tools like Vector Search, Model Registry, Unity Catalog, and AI Functions
Loading charts...
6608497
udemy ID
10/05/2025
course created date
28/06/2025
course indexed date
Bot
course submited by