npx mcpbar@latest install Yash-Kavaiya/introduction-to-llms-nptel -c claude

npx mcpbar@latest edit -c claude

{
  "mcpServers": {
    "Introduction to Large Language Models": {
      "command": "npx",
      "args": [
        "-y",
        "nextra-docs-template"
      ],
      "env": {}
    }
  }
}

Introduction to Large Language Models (LLMs) - NPTEL Course

A comprehensive course on Large Language Models offered by IIT Delhi and IIT Bombay through NPTEL (National Programme on Technology Enhanced Learning).

Course Overview 📚

Instructors

• Prof. Tanmoy Chakraborty (IIT Delhi)
• Prof. Soumen Chakrabarti (IIT Bombay)

Teaching Assistants

• Anwoy Chatterjee (PhD student, IIT Delhi)
• Poulami Ghosh (PhD student, IIT Bombay)

Course Structure 🎓

Weekly Modules

1. Week 1: Foundations

   • Introduction and Recent Advances
   • Introduction to Natural Language Processing
   • Deep Learning Basics

2. Week 2-8: Core Content

   • Transformer Architecture
   • Language Models & Embeddings
   • Advanced Learning Paradigms
   • Knowledge Integration & Retrieval
   • Ethics & Contemporary Models

Getting Started 🚀

Prerequisites

• Python programming knowledge
• Basic understanding of Machine Learning
• Data Structures & Algorithms fundamentals

Local Development

# Install dependencies
pnpm install

# Start development server
pnpm dev

# Visit http://localhost:3000

Website Features 💡

Technical Features

• Built with Nextra documentation framework
• React-based components
• MDX support for interactive content
• Dark/light mode theming
• Full-text search capability
• Mobile-responsive design

Content Features

• Interactive code examples
• Downloadable lecture materials
• Progress tracking
• Embedded diagrams and visualizations
• Searchable documentation

Contributing 🤝

We welcome contributions to improve the course materials:

1. Fork the repository
2. Create your feature branch
3. Commit your changes
4. Push to the branch
5. Create a Pull Request

Resources 📖

Additional Reading

• Speech and Language Processing
• Neural Network Models for NLP
• Course-specific materials in the /resources directory

Support

For technical issues, please open a GitHub issue. For course-related queries, use the NPTEL discussion forum.

License

This project is licensed under the MIT License. See LICENSE for details.

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