What You'll Learn
✓Python
✓API
✓LLM Foundations
✓Prompt Engineering
✓LL Applications
✓RAG Engineering
✓Vector Databases
✓Advanced RAG
✓Fine-Tuning & Local LLMs
✓Agentic AI
✓MCP & Multi-Agent Systems
✓Production GenAI & Capstone
Course Curriculum
Month 1: Python, APIs & LLM FoundationsView Details▼
●Python for AI engineering
●Git/GitHub
●REST APIs
●JSON schemas
●Async basics
●LLM fundamentals
●Tokens
●Context windows
●Embeddings
●Inference patterns and model selection
Month 2: Prompt Engineering & LLM ApplicationsView Details▼
●Prompt patterns
●Few-shot prompting
●Structured outputs
●Prompt evaluation
●Streaming responses
●Function calling
●Tool use
●JSON output enforcement and enterprise application patterns
Month 3: RAG Engineering & Vector DatabasesView Details▼
●Document ingestion
●Loaders
●Chunking strategies
●Embeddings
●Vector databases (Pinecone, Qdrant, Chroma)
●Semantic & hybrid search
●Metadata filtering and cross-encoder reranking.
Month 4: Advanced RAG, Fine-Tuning & Local LLMsView Details▼
●Query transformation
●Contextual compression
●Ragas/DeepEval benchmark evaluation
●LoRA/PEFT fine-tuning concepts
●Ollama & vLLM local model inference
●Quantization (GGUF/AWQ).
Month 5: Agentic AI, MCP & Multi-Agent SystemsView Details▼
●Agent architecture
●Tools
●Memory
●Planner
●Workflows
●LangGraph
●CrewAI
●MCP (Model Context Protocol)
●Multi-agent orchestration
●Human-in-the-loop
●Guardrails and agent evaluation.
Month 6: Production GenAI & CapstoneView Details▼
●FastAPI
●Docker
●Cloud deployment
●Observability (Arize/Langfuse)
●Token cost optimization
●Security (OWASP for LLMs)
●Production architecture and final autonomous AI business assistant.
Month 7: Industry InternshipView Details▼
Mentor-guided industry project with Dvanta Technologies, Agile/Scrum workflow, Git/GitHub, task tracking,reviews, documentation, testing/deployment where applicable, final presentation and credentials.
Available Batches
Weekend Batch (Sat-Sun)
Weekday Batch (Mon-Fri)
Morning Batch (8-10 AM)
Evening Batch (7-9 PM)
Online Batch (Live)
Self-Paced (Recorded)
Enroll in This Course
Get Free Demo Class
Duration6 Months Traning + 1 Month Internship
ModeOffline
LevelAdvanced
FeeContact for Fee
CertificateYes, after completion