Bootcamp: Agentic AI & Autonomous Multi-Agent Systems

Build the next generation of autonomous AI agents.

10 Weeks
Online / Offline
English & Tamil
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Course Curriculum

Module 1: Fundamentals of Generative AI

  • LLMs Overview
  • Transformers Architecture
  • Tokenization
  • Temperature & Sampling

Module 2: Prompt Engineering Deep Dive

  • Zero-shot & Few-shot
  • Chain of Thought
  • ReAct Framework
  • Prompt Optimization

Module 3: Vector Databases & Embeddings

  • Embedding Models
  • Pinecone & ChromaDB
  • Semantic Search
  • Cosine Similarity

Module 4: RAG (Retrieval-Augmented Generation)

  • Building RAG Pipelines
  • Document Loaders
  • Chunking Strategies
  • Retrieval Tuning

Module 5: Introduction to LangChain

  • LangChain Core Concepts
  • Chains & Memory
  • Tools & Output Parsers
  • Callbacks

Module 6: Building AI Agents

  • Agent Architecture
  • Zero-shot ReAct Agents
  • Custom Tools Definition
  • Agent Memory

Module 7: Multi-Agent Systems

  • Microsoft AutoGen
  • CrewAI Framework
  • Agent Role Assignment
  • Collaborative Problem Solving

Module 8: Autonomous Workflows

  • Task Planning
  • Self-Correction & Reflection
  • Delegation Mechanisms
  • Human-in-the-loop

Module 9: Deploying AI Agents

  • FastAPI Wrappers
  • LangServe
  • Dockerizing AI Apps
  • Handling Rate Limits

Module 10: Capstone Project

  • Building an Autonomous Research Assistant
  • Multi-Agent Code Generator
  • Production Deployment

Take the Next Step in Your Career

Join our comprehensive Bootcamp: Agentic AI & Autonomous Multi-Agent Systems program and gain real-world skills that employers demand.