Data Engineers & ML Engineers
Professionals who want to transition from traditional data pipelines to building and deploying GenAI applications on Databricks.
This Databricks Generative AI Engineer course is designed to help you master Retrieval-Augmented Generation (RAG) training, LLMOps with MLflow, and Databricks Vector Search. Offered by AEM Institute, it is the best Databricks Generative AI training for professionals aiming to build production-ready GenAI applications.
Flexible Learning Modes: Attend our Physical Classroom Training at Baby Villa, 82 Kankulia Road, Ballygunge, Kolkata 700 029, or join the Live Online Instructor-Led Training (ILT) from anywhere in India. Our online batches are especially popular among professionals from Bangalore, Hyderabad, Pune, Mumbai, Delhi-NCR, Chennai, and other IT hubs β offering the same expert instruction, live labs, and placement support as our classroom program.
This 30-hour program bundles three premium features: a live project where you build an LLM/RAG application and push it to a public GitHub repository for recruiter verification, a mock exam preparation test series that perfectly simulates the official Databricks Generative AI Engineer Associate exam, and comprehensive career support including personalized resume rewriting and 1-on-1 interview preparation. The curriculum is strictly aligned with the official Databricks Generative AI Engineer Associate exam blueprint.
Kolkata's IT and data engineering sectors are expanding rapidly, with major tech hubs in Salt Lake Sector V, Rajarhat New Town, and Ballygunge driving demand for Generative AI professionals. Companies in Kolkata are actively hiring Databricks GenAI engineers, making this the perfect time to invest in Databricks AI training in Kolkata. AEM Institute is strategically located at Ballygunge, easily accessible from all parts of the city β including Park Street, Howrah, Sealdah, and New Town.
Understand how mastering Generative AI on Databricks sets you apart and how this course prepares you for high-paying LLM engineer roles
| Parameter | Databricks Data Engineer Associate | Databricks GenAI Engineer (This Course) |
|---|---|---|
| Focus | Data pipelines, ETL, and Lakehouse management | Building, deploying, and managing Generative AI applications (LLMs, RAG) on Databricks |
| Key Technologies | Spark SQL, Delta Live Tables, Autoloader | Retrieval-Augmented Generation (RAG), LLMOps with MLflow, Databricks Vector Search, MosaicML, Hugging Face |
| Course Deliverables | Certification-focused training | Live LLM/RAG project with GitHub repo, mock exam test series simulating the official exam, and career support (resume + interview prep) |
| Prerequisites | Basic Python and SQL | Foundational Python and cloud concepts; Databricks knowledge is a plus |
| Average Salary Impact | 50-100% over non-certified data engineers | 80-150% over non-certified engineers, especially with a verified GenAI project portfolio |
When searching for Databricks GenAI training in Kolkata, Generative AI Engineer course, or Databricks AI certification in Kolkata, AEM Institute consistently ranks as the top choice. Here's why professionals from Salt Lake, Rajarhat, Park Street, and across West Bengal trust us:
π Location: Baby Villa, 82 Kankulia Road, Ballygunge, Kolkata 700 029 β easily accessible from Salt Lake Sector V, Rajarhat, Park Street, Howrah, and Sealdah.
30-hour program covering Databricks Lakehouse AI, RAG, vector search, LLMOps, and a live project with mock tests and career support
Understand the Databricks AI platform, Unity Catalog for feature and model management, and the ML lifecycle.
Build and query vector databases, create embeddings, and integrate them into AI pipelines for semantic search.
Integrate Hugging Face models into Databricks, serve LLMs behind endpoints, and manage model versions.
Manage features, models, and permissions using Unity Catalog for enterprise-scale AI governance.
Understand large language models, prompt engineering techniques, and best practices for GenAI on Databricks.
Implement responsible AI practices, model monitoring, and governance frameworks for GenAI applications.
Need foundational Python skills? Start with our Python for Data Science course or browse our full course catalog.
This course is designed for data and AI professionals who want to build, deploy, and manage Generative AI solutions on the Databricks platform
Professionals who want to transition from traditional data pipelines to building and deploying GenAI applications on Databricks.
Experts looking to leverage the Databricks ecosystem for large-scale LLMOps, RAG, and model serving.
Infrastructure professionals aiming to specialize in LLMOps and GenAI model deployment on the Databricks Lakehouse.
Those who hold the Databricks Data Engineer Associate certification and want to advance to the Generative AI specialization.
Prerequisite: Foundational Python programming and basic cloud concepts. Familiarity with Databricks or prior data engineering experience is a plus.
We deliver a complete learning experience with a live project, mock tests, and career support to land top-paying Databricks AI jobs
Learn from instructors with 15+ years of real-world AI and Databricks experience. Available for both classroom and online batches.
Build a real Generative AI application (RAG) on Databricks, then push the complete codebase to a public GitHub repository β a powerful portfolio piece verified by recruiters and hiring managers.
Prepare with confidence using a mock exam series that perfectly simulates the official Databricks Generative AI Engineer Associate certification, complete with detailed feedback.
Receive personalized resume rewriting to highlight your GenAI project and 1-on-1 interview preparation sessions for Databricks AI engineer and LLM roles.
Get your queries resolved anytime via our dedicated support channels.
Our training aligns with the latest Databricks and GenAI standards, ensuring you learn current industry practices.
Everything you need to know about the Databricks Generative AI certification cost and structure
| Course Name | Databricks Generative AI Engineer |
| Duration | 30 Hours (Includes Live Project, Mock Tests & Career Support) |
| Databricks AI Course Fee | βΉ24,950 (EMI Options Available) |
| Classroom Location | Baby Villa, 82 Kankulia Road, Ballygunge, Kolkata 700 029 |
| Certification | Databricks Generative AI Engineer Associate |
| Premium Bundle | Live Project (GitHub Portfolio) + Mock Exam Test Series + Resume Rewriting & Interview Preparation |
| Batches | Weekend & Weekday Batches Available |
| Training Mode | Physical Classroom & Live Online Instructor-Led (ILT) β Pan-India |
Unlock high-demand Generative AI roles with Databricks skills β positions that require RAG, LLMOps, and vector search expertise
Build and deploy RAG applications, integrate LLMs, and develop GenAI solutions on the Databricks platform.
Fine-tune large language models, implement LLMOps pipelines, and deploy LLMs at scale using MLflow and MosaicML.
Build data pipelines for AI applications, manage vector databases, and implement feature stores on Databricks.
Design end-to-end Generative AI solutions, lead architecture decisions, and drive AI adoption in enterprises.
Advise organizations on GenAI strategy, implement Databricks solutions, and lead AI transformation initiatives.
Manage LLM lifecycle, implement CI/CD for AI, and ensure production-grade performance of GenAI applications.
These roles are in high demand across Kolkata, Bangalore, Hyderabad, Pune, Mumbai, Delhi-NCR, Chennai, and remote β our placement team actively connects you with top employers.
How Databricks GenAI skills and a verified portfolio boost your earning potential and unlock top-tier LLM engineer roles
Generative AI Engineer salary for early-career professionals with a solid Databricks portfolio.
Mid-level engineers deploying production LLM/RAG systems and managing LLMOps pipelines.
Unlock high-paying Databricks AI jobs in Kolkata and remote roles with global MNCs.
Learn more about Databricks Generative AI on the official Databricks website. For student success stories, visit our AI & Data Engineering blog.
Real stories from professionals who completed Databricks GenAI training at AEM Institute in Kolkata
"AEM Institute's Databricks GenAI course was a career-changer. The RAG and LLMOps labs were incredibly practical, and the live project helped me build a portfolio that impressed recruiters. The mock tests were spot onβI passed the official exam on my first try!"
"The weekend online batch from Hyderabad was perfectly structured for working professionals. The trainers are incredibly knowledgeable about Databricks and the placement team helped me secure a senior LLM role within a month."
"The classroom at Ballygunge is easily accessible from Rajarhat. The handsβon labs on RAG and MLflow were enterprise-grade. I transitioned from Data Engineer to GenAI Engineer with a 50% pay jump."
Clear, conversational answers to help you make the best decision
The Databricks Generative AI Engineer training at AEM Institute is a 30-hour intensive program. It includes a live project (GitHub repo), a mock exam test series, and career support (resume and interview prep). You can join our weekend batches at the Ballygunge classroom or attend live online sessions.
The all-inclusive Generative AI training price at AEM Institute is βΉ24,950. This covers RAG training, LLMOps with MLflow, Databricks Vector Search, the live project, mock tests, and career support. EMI options are available for the Databricks AI course fee.
A Generative AI Engineer salary typically starts at βΉ8 LPA to βΉ15 LPA for early-career professionals. Mid-level engineers with 3-6 years earn βΉ15 LPA to βΉ30 LPA, and lead roles in MNCs can reach βΉ30 LPA to βΉ60 LPA.
Absolutely. Our Databricks GenAI Engineer certification course online is delivered via Live Instructor-Led sessions for working professionals. You attend live weekend classes, work on the Databricks labs remotely, build the GitHub project, and take the mock exams. Recordings are provided.
You should have foundational Python programming and basic cloud concepts. Databricks experience is helpful but not required. Python for Data Science is a recommended starting point.
Yes. This program includes comprehensive career support: personalized resume rewriting to highlight your LLM/RAG project, 1-on-1 interview preparation, and direct referrals for Databricks AI jobs in Kolkata and across India.
The curriculum covers Retrieval-Augmented Generation (RAG) training, LLMOps with MLflow, Databricks Vector Search, MosaicML and Hugging Face integration, plus the live project, mock test series, and career support package.
Yes. AEM Institute is widely recognised as the top provider for Databricks Generative AI Engineer training in Kolkata, with a 4.9/5 rating, 20,000+ professionals trained, and AI data engineer expert trainers. Our live project with GitHub, mock tests, and career support set us apart.
AEM Institute's physical classroom training is held at Baby Villa, 82 Kankulia Road, Ballygunge, Kolkata 700 029. It's centrally located with easy access from Salt Lake Sector V, Rajarhat New Town, Park Street, Howrah, Sealdah, and Dum Dum. Weekend batches are available for working professionals.
Choose between our Physical Classroom batch in Ballygunge or the Live Online batch (available across India). Includes a live project, mock tests, and career support. Limited seats available.
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