Databricks Generative AI Engineer Mock Tests: 11 practice tests and 550+ Questions

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Are you preparing for the Databricks Certified Generative AI Engineer Associate exam?

This in-depth Databricks Generative AI Engineer Mock Tests course with 11 practice tests and 550+ questions is designed to provide a complete, hands-on simulation of the real certification experience—helping you assess your readiness, build your confidence, and master critical skills in LLM-based application development, deployment, and governance.

The Databricks certification validates your ability to build and manage generative AI applications at scale. It confirms your understanding of Retrieval-Augmented Generation (RAG), data preparation, prompt engineering, LangChain orchestration, AI optimization, and compliance management. This Databricks Generative AI Engineer Associate Practice Tests course delivers the exam-style practice you need to succeed.

Enroll today to build the skills, strategy, and confidence to pass the Databricks Certified Generative AI Engineer Associate exam and drive AI transformation in your organization.

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Course Details

Highlights

What You’ll Learn

  • Pass the Databricks Certified Generative AI Engineer Associate exam with confidence and efficiency.
  • Master foundational concepts in generative AI including prompt engineering, few-shot learning, and Retrieval-Augmented Generation (RAG).
  • Design and implement data preparation workflows using chunking, metadata tagging, and optimized embeddings.
  • Develop LLM-based applications leveraging LangChain, multi-agent collaboration, and structured chatbot frameworks.
  • Configure and deploy AI solutions using Databricks Model Serving, Unity Catalog, and vector databases.
  • Apply best practices for scalable and secure AI deployments, including versioning, function-calling agents, and caching.
  • Evaluate and optimize AI models by analyzing performance metrics, reducing hallucinations, and improving relevance.
  • Enforce AI governance using access control, model lineage, LLMOps, and audit logs.
  • Utilize MLflow, Delta Lake, and feature stores to streamline generative AI lifecycle management.
  • Simulate real-world exam conditions to refine timing, reduce anxiety, and ensure readiness for exam day.

What You’ll Gain

  • Realistic, section-specific questions based on Databricks’ official certification guide.
  • Scenario-driven practice covering all key domains: design, development, data prep, deployment, evaluation, and governance.
  • Exposure to technologies such as LangChain, MLflow, Delta Lake, and vector databases.
  • Confidence through timed simulations and performance feedback.
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Course Requirements / Prerequisites

  • No formal prerequisites required—designed to be accessible for professionals with diverse technical backgrounds.
  • Basic familiarity with AI/ML and Python programming is beneficial.
  • Understanding of NLP concepts and language models will enhance the learning experience.
  • Prior exposure to Databricks, cloud platforms (AWS, Azure, GCP), and ML tools is helpful but not essential.
  • Willingness to engage with practical, scenario-based problem-solving is essential.
  • Access to a computer and internet connection for running mock tests.
  • Motivation to gain in-demand generative AI skills and validate them with certification.
  • Desire to develop hands-on proficiency in retrieval optimization, vector search, and multi-agent reasoning.
  • Openness to learning through both exam practice and strategic feedback.
  • Commitment to mastering LLM-centric application development and deployment best practices.

Who Should Take This Course?

  • AI and ML professionals seeking to earn the Databricks Certified Generative AI Engineer Associate credential.
  • Data scientists and NLP engineers exploring hands-on use of LLMs, RAG, and embedding models.
  • Software developers building chatbot and intelligent agent applications using LangChain and function-calling.
  • Data engineers and architects managing data pipelines and vector-based retrieval systems.
  • Professionals working with MLflow, Unity Catalog, and Delta Lake who want certification-backed recognition.
  • AI enthusiasts and practitioners aiming to deepen their understanding of generative AI workflows.
  • Candidates preparing for technical interviews and certification exams in the generative AI domain.
  • Technical leads seeking to ensure compliance, governance, and deployment readiness for LLMs.
  • Cloud practitioners expanding into AI/ML deployments within Databricks.
  • Anyone interested in advancing their career in generative AI with structured, exam-aligned preparation.

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Frequently asked questions

Upon successful payment completion, our system automatically executes the following actions immediately

  1. Your account creation
  2. Courses access to your account
  3. LMS walk-thru video guide
  4. You will receive emails from info@gururo.com

We have established a robust support framework to assist with any needs that may arise. In addition, our team is available for assistance via the helpdesk, email, telephone, or live chat.

We accept major credit cards, including Visa, Mastercard, American Express, and Discover, as well as payments via PayPal. For payments in your local currency, please contact support at support@gururo.com.

As part of our commitment to customer satisfaction, we offer a generous 30-day return period. Below conditions have to be met which are outlined in our refund policy as well:

  • The refund request must be submitted within 30 days of purchase.
  •  If a user has requested multiple refunds for the same course or has a history of excessive refund requests, Gururo reserves the right to limit or deny future refund requests

You can be confident that our questions, domain weightings, and topic distributions are fully aligned with the most recent exam guidelines. Our dedicated team of experts ensures that you always study the most relevant and current material by continuously monitoring updates.

Once you complete the checkout process, you will immediately gain access to the practice test within our Learning Management System (LMS). Our LMS provides a comprehensive learning experience with features like:
  • Monitor your progress through the practice test.
  • Automatically receive your scores upon completing each quiz.
  • Engage with timed quizzes to simulate real test conditions.
  • Review your results to identify areas for improvement.
These features are designed to enhance your learning experience and help you prepare effectively for your exams.
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