Introduction to LLM

Introduction to Large Language Models (LLM)

Course Duration: 100 Minutes

Course Outline:

I. Introduction to Large Language Models (10 minutes)

• Definition of LLM
• Brief history and development
• Importance and applications

II. Understanding How LLM Works (15 minutes)

• Overview of neural networks and natural language processing (NLP)
• Explanation of transformer architecture
• Key components of LLM

III. Popular LLMs in the Market (10 minutes)

• Overview of major LLMs such as GPT, BERT, T5, etc.
• Comparison of their features and capabilities

IV. Use Cases and Applications (10 minutes)

• Examples of how LLMs are used in various industries
• Discussion on their impact on society and technology

V. Ethics and Concerns (5 minutes)

• Addressing ethical considerations regarding LLMs
• Discussion on bias, privacy, and misuse

VI. Q&A Session (10 minutes)

• Open floor for questions and discussion

VII. Capstone Project: Building a Chatbot using LLM (40 minutes)

• Introduction to building a simple chatbot using LLM
• Overview of tools and resources
• Explanation of the capstone project.

Note: The course is designed to provide a broad overview of LLMs, their applications, and ethical considerations, followed by a practical session on building a simple chatbot using LLM technology. The capstone project aims to reinforce learning by applying concepts in a hands-on manner.