"Enroll one and join two in same fee."

Module 1 – Introduction to Generative AI

• Evolution of AI
• LLM Architecture
• Transformers
• Tokenization
• Context Window
• Embeddings
• Fine-tuning vs Prompt Engineering
• Foundation Models
• OpenAI vs Claude vs Gemini vs Llama

Lab

• Using multiple LLMs for the same task
• Comparing outputs

Module 2 – Introduction to Claude AI

• Anthropic ecosystem
• Claude Models
  • Haiku
  • Sonnet
  • Opus
• Claude Web Interface
• Claude Projects
• Claude Artifacts
• Claude Memory
• Claude Files
• Claude Research
• Claude Connectors
• Claude Workspaces

Hands-on

• Create Projects
• Upload PDFs
• Build reusable Artifacts

Module 3 – Claude Prompt Engineering

• Prompt Engineering Fundamentals
• Zero-shot
• One-shot
• Few-shot
• Chain of Thought
• XML Prompting
• Role Prompting
• Persona Prompting
• Reflection Prompting
• Structured Output
• JSON Generation
• Guardrails
• Hallucination Reduction
• Prompt Templates

Labs

• Resume Generator
• Report Generator
• SQL Generator
• Email Writer
• Code Generator

Module 4 – Claude Advanced Features

• Long Context
• Document Understanding
• Image Understanding
• PDF Analysis
• Charts
• Table Extraction
• OCR
• Vision Models
• Knowledge Organization

Lab
Analyze:

• Annual Reports
• Medical Reports
• Legal Documents
• Research Papers

Module 5 – Claude API

• Claude API
• Authentication
• SDK
• Python SDK
• Java SDK
• REST API
• Streaming
• Async Requests
• Cost Optimization
• Rate Limits
• Error Handling

Lab
Build:

• Chat Application
• Summarizer
• Translator
• Q&A API

Module 6 – Claude Tool Use

• Function Calling
• Tool Calling
• External APIs
• Weather APIs
• Finance APIs
• SQL Database
• File Operations
• Browser Tools

Lab
Create AI Assistant capable of:

• Calling APIs
• Reading Databases
• Writing Files

Module 7 – MCP (Model Context Protocol)

• Why MCP
• MCP Architecture
• MCP Servers
• MCP Clients
• MCP Resources
• MCP Tools
• MCP Prompts
• Authentication
• Security
• Best Practices

Hands-on
Build MCP Server

Integrate:

• GitHub
• Google Drive
• Slack
• PostgreSQL

Module 8 – Agentic AI Fundamentals

• AI Agents
• Reactive Agents
• Autonomous Agents
• Planning
• Reflection
• Tool Selection
• Memory
• Multi-step Reasoning
• Goal Planning
• ReAct Pattern

Module 9 – Agent Architecture

• Agent Loop
• Planner
• Executor
• Evaluator
• Memory
• Observation
• Feedback
• Retry
• Reflection

Lab
Create Research Agent

Module 10 – Claude Agent SDK

• Agent SDK
• Skills
• Skills Architecture
• Reusable Skills
• Skill Chaining
• Agent Deployment
• Enterprise Agents

Lab
Build:

• HR Agent
• Finance Agent
• Support Agent
• Documentation Agent

Module 11 – Multi-Agent Systems

• Agent Collaboration
• Coordinator
• Supervisor
• Worker Agents
• Planner Agent
• Critic Agent
• Reviewer Agent
• Swarm Architecture

Projects

• Software Development Team
• Customer Support Team
• Financial Analyst Team

Module 12 – Memory Systems

• Short-term Memory
• Long-term Memory
• Vector Databases
• Embeddings
• Semantic Search
• Context Compression
• Session Memory

Module 13 – RAG with Claude

• Retrieval Augmented Generation
• Chunking
• Embeddings
• Vector Search
• Metadata
• Hybrid Search
• Re-ranking
• Citations

Hands-on
Enterprise Knowledge Chatbot

Module 14 – Claude Code

• Claude Code
• Repository Understanding
• Refactoring
• Bug Detection
• Code Review
• Test Generation
• Documentation
• Git Integration

Lab
Build Full Stack Application using Claude Code

Module 15 – Enterprise AI Applications

• HR Assistant
• IT Helpdesk
• Customer Support
• Document Automation
• Proposal Generator
• Sales Assistant
• Legal Assistant
• Healthcare Assistant

Module 16 – AI Governance

• Responsible AI
• Constitutional AI
• AI Ethics
• Bias
• Explainability
• Safety
• Security
• Prompt Injection
• Jailbreak Prevention
• Data Privacy
• Compliance

Module 17 – Production Deployment

• Docker
• Kubernetes
• FastAPI
• CI/CD
• Monitoring
• Logging
• Cost Optimization
• Autoscaling
• Observability

Module 18 – Capstone Projects

Choose one:

1. Enterprise AI Assistant
2. HR Knowledge Agent
3. Financial Research Agent
4. Multi-Agent Travel Planner
5. AI Coding Assistant
6. AI Business Analyst
7. Contract Review Agent
8. Healthcare Assistant
9. Data Engineering Agent
10. Cloud Migration Advisor

Bonus Topics

• Claude Skills
• Claude Projects
• Claude Artifacts
• Computer Use
• AI Workflows
• Human-in-the-Loop
• AI Evaluation
• Prompt Versioning
• AI Security Testing
• Cost Optimization
• Enterprise AI Architecture
• Multi-Agent Orchestration
• AI Observability
• AI Governance Frameworks

Prerequisites

• Basic Python
• REST APIs
• JSON
• Git
• SQL (recommended)