Master Generative
AI for Data Engineering
& Get Hired
Industry-led live online training by Trainer Venu. Build LLM-powered data pipelines, RAG systems, AI agents and Databricks Mosaic AI solutions on real cloud infrastructure from Day 1.
What You Will Learn
A cutting-edge, industry-aligned curriculum covering LLMs, RAG systems, LangChain agents, Databricks Mosaic AI and Agentic AI — everything a modern data engineer needs to leverage GenAI in production.
LLM Foundations
Transformer architecture, prompt engineering, OpenAI & Anthropic APIs — the essential GenAI building blocks every data engineer must master.
- ▸Transformer architecture — attention, BERT, GPT, T5
- ▸Prompt engineering — zero-shot, few-shot, chain-of-thought
- ▸OpenAI API — completions, chat, embeddings, function calling
- ▸Anthropic Claude API — messages, tool use
- ▸Hugging Face — model hub, transformers, pipeline API
RAG Systems
Build production Retrieval Augmented Generation systems — chunking strategies, embeddings, vector databases and advanced RAG patterns.
- ▸RAG architecture — ingestion, chunking, retrieval, generation
- ▸Text splitters — recursive, semantic, token-based
- ▸Embedding models — text-embedding-3, BGE, instructor
- ▸Vector databases — Chroma, FAISS, Pinecone, Weaviate
- ▸Advanced RAG — HyDE, multi-query, contextual compression
LangChain & LangGraph
Build LLM chains, agents and stateful multi-agent workflows using LangChain and LangGraph with real production patterns.
- ▸LangChain chains — LLMChain, SequentialChain, RouterChain
- ▸LangChain agents — ReAct, OpenAI Functions, tool calling
- ▸Memory — ConversationBufferMemory, VectorStoreRetrieverMemory
- ▸LangGraph — stateful multi-agent workflows
- ▸LangSmith — tracing, evaluation, monitoring
Databricks Mosaic AI
Deploy LLMs on Databricks — Foundation Models, Vector Search, MLflow LLM tracking, fine-tuning with LoRA and AI Gateway.
- ▸Databricks Foundation Models — DBRX, Llama, Mistral
- ▸Mosaic AI Vector Search — real-time vector indexing
- ▸MLflow LLM tracking — prompt logging, eval metrics
- ▸LLM fine-tuning — LoRA, QLoRA on Databricks
- ▸AI Gateway — rate limiting, routing, logging
Vector Databases & Embeddings
Deep dive into vector storage, similarity search, embedding strategies and production vector database deployment patterns.
- ▸Embedding strategies — sparse, dense, hybrid search
- ▸Pinecone — namespaces, metadata filtering, hybrid
- ▸Weaviate — GraphQL, modules, multi-tenancy
- ▸pgvector + PostgreSQL — SQL vector search
- ▸Production vector DB — sharding, replication, monitoring
Agentic AI & Automation
Build autonomous AI agents, multi-agent systems and CrewAI workflows that automate complex data engineering tasks.
- ▸Agentic patterns — ReAct, Plan-and-Execute, Reflexion
- ▸Tool use — function calling, code interpreters
- ▸Multi-agent systems — supervisor, subagent patterns
- ▸CrewAI — task delegation, agent roles, memory
- ▸Autonomous data quality agents with LangGraph
Trainer Venu
GenAI & Data Architecture Expert · 14+ Years
Venu Katragadda is the founder of Sreyobhilashi Institute with 14+ years of hands-on IT industry experience. As an early adopter of Generative AI in data engineering, Venu teaches cutting-edge RAG architectures, LangChain agents and Databricks Mosaic AI that Fortune 500 companies are actively implementing. 1200+ professionals placed at Amazon, TCS, Infosys, Wipro, Deloitte and 50+ top MNCs.
"Generative AI is transforming data engineering. My goal is to teach you how to build production RAG systems, AI agents and LLM-powered pipelines that real companies are deploying right now."
Upcoming Batches
Choose a schedule that fits your lifestyle — designed for working professionals and freshers.
From Our GenAI Graduates
Students who successfully transitioned into GenAI and AI/ML engineering roles at top companies.
"The RAG pipeline module with LangChain + Databricks Vector Search was exceptional. I built a production RAG system at work within a week of completing the module!"
"The Agentic AI + LangGraph module was exactly what I needed. I'm now building autonomous data quality agents at Deloitte. Cutting-edge content from Trainer Venu."
"Databricks Mosaic AI + MLflow module helped me deploy LLM fine-tuning pipelines at scale. Game-changing training that's 2 years ahead of market."
Start Your GenAI Journey
Attend a free demo before paying. Real cloud AI access from Day 1.