Databricks GenAI Training by Instrovate
Databricks Generative AI Engineer — Instructor-Led Training
Master LLMs, RAG, and Vector Search on Databricks. Exam-aligned training for professionals in USA, UK, UAE, Saudi Arabia & globally.
Duration
3-4 Days
Level
Associate
Price
AED 6,955
Delivery
Live Online
🤖 For AI Engineers & LLM Practitioners
Get personalized guidance on building GenAI solutions with Databricks.
No spam. Talk directly to a trainer or course advisor.
Course Overview
The Databricks Certified Generative AI Engineer Associate certification validates your ability to design, build, and deploy Generative AI solutions using the Databricks Data Intelligence Platform, including LLMs, RAG, and Vector Search.
This instructor-led training by Instrovate prepares AI engineers and LLM practitioners with hands-on labs covering the complete GenAI development lifecycle on Databricks.
What's Included
Course Benefits:
- Databricks GenAI workspace access
- RAG & Vector Search labs
- Practice questions & mock tests
- GenAI project templates
Support Included:
- Course Completion Certificate
- 30-day post-training support
- Recording access for review
- Exam tips & study guide
Training Details
What You'll Learn:
- Build RAG applications
- Implement Vector Search
- Fine-tune LLMs for enterprise use
- Deploy production GenAI systems
Prerequisites:
- Python programming experience
- Basic ML/AI concepts
- Familiarity with LLMs (helpful)
- Basic Databricks knowledge (helpful)
Course Curriculum
Comprehensive curriculum aligned to Databricks Generative AI Engineer exam
Module 1: GenAI Fundamentals on Databricks
- LLM concepts and architectures
- Databricks GenAI capabilities
- Foundation Models API
- Prompt engineering basics
- Token management & costs
Module 2: RAG Implementation
- Vector Search fundamentals
- Embedding models and strategies
- Document chunking techniques
- RAG pipeline architecture
- Retrieval optimization
Module 3: LLM Fine-tuning & Customization
- Pre-training vs fine-tuning
- LoRA and adapter methods
- Training data preparation
- Model evaluation metrics
- Deploying custom models
Module 4: Production GenAI Systems
- GenAI application architecture
- Model serving for LLMs
- Guardrails and safety
- Monitoring and observability
- Cost optimization strategies
✨ Questions About GenAI on Databricks?
Our AI trainers can guide you through the certification journey.
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Frequently Asked Questions
Certification Information
Certification
Generative AI Engineer Associate
Exam Duration
120 minutes
Question Format
Multiple choice
Passing Score
70%
Validity
2 years
Need More Information?
Why Train with Instrovate?
GenAI practitioners as trainers
Real LLM project experience
Flexible global time zones
95% exam pass rate
✨Why Instrovate?
- Live Instructor-Led TrainingNot recorded — real-time interaction with expert trainers
- Hands-On Labs & Real-World ProjectsPractical experience that prepares you for the job
- Enterprise & Consulting ExperienceTrainers with real industry and consulting backgrounds
- Global BatchesFlexible schedules for USA, UK & UAE learners