This course is designed to help you understand how Generative AI applications are built and managed using Azure Databricks. Starting with the basics of Generative AI, LLMs, Foundation Models, tokens, embeddings, transformers, and prompt engineering, you will gradually move into hands-on concepts such as RAG, multi-stage reasoning, fine-tuning, LLM evaluation, Responsible AI, and LLMOps. You will also learn how Azure Databricks works with services such as Azure OpenAI and Microsoft Foundry, and how technologies and frameworks such as LangChain, LlamaIndex, Haystack, and DSPy can be used to build advanced GenAI solutions. By the end of the course, you will have a practical understanding of the end-to-end GenAI engineering lifecycle from working with LLMs and enterprise data to building, evaluating, securing, governing, and managing GenAI applications in Azure Databricks.
Generative AI Foundations, Azure & Azure Databricks, Generative AI on Azure Databricks , RAG with Azure Databricks, Multi-Stage Reasoning, Fine-Tuning LLMs, LLM Evaluation, Responsible AI & Governance, LLMOps.
This course helps you move beyond simply using GenAI tools and understand how to engineer and manage enterprise-grade GenAI solutions.
Learn the key technologies used to build LLM-powered applications, including RAG , embeddings, prompt engineering, reasoning workflows, fine-tuning and evaluation.
Develop skills across the Microsoft Azure and Databricks ecosystem, which is particularly valuable for organizations already using Azure for their data and AI platforms.
Understand how GenAI solutions can be secured, governed, evaluated, deployed and managed rather than building only simple prototypes.
The course provides relevant knowledge for roles such as:
Students learn the complete journey from LLM → RAG → reasoning → fine-tuning → evaluation → Responsible AI → deployment → LLMOps.
Basics of Python, SQL. Students do not need prior expertise in Generative AI or LLMs. The course starts with GenAI and Azure Cloud foundations before moving into advanced topics.
Visualpath offers Generative AI for Azure Data Engineers Online & Corporate Training globally, helping professionals integrate AI into modern data engineering workflows. Learn Azure AI, Generative AI, LLMs, prompt engineering, data pipelines, Azure services, and AI-powered analytics. Join our Free Demos and explore New Batches designed for practical, industry-focused learning.
