NLP Class 5 | Text Generation using NLP & Language Models | AI & Data Science | Sir Nasir Hussain

Описание: Welcome to NLP Class 5 – Text Generation, part of the AI & Data Science Course conducted at Saylani Z.A.I.T Park under the supervision of Sir Nasir Hussain.
In this class, we explore one of the most exciting and advanced applications of NLP — Text Generation.

Text Generation allows machines to generate human-like text, which is used in applications such as chatbots, AI assistants, content generation, auto-replies, story writing, and code generation. This class builds a strong conceptual foundation for modern AI systems like ChatGPT and other LLMs.

📘 What You Will Learn in NLP Class 5

What is Text Generation in NLP?

Difference between text classification & text generation

How machines learn to generate text

Language Models concept explained

N-grams overview

Basic idea of sequence modeling

Real-world examples of text generation

Use cases: chatbots, AI writers, auto-complete

Challenges in text generation

How text generation fits into modern AI systems

🎯 Learning Outcomes

After this class, you will be able to:
✅ Understand how text generation works
✅ Differentiate predictive vs generative NLP tasks
✅ Build a strong base for advanced NLP & LLM topics
✅ Prepare yourself for chatbot & AI assistant projects

👨‍🏫 Class Information

Course: NLP (AI & Data Science)

Class: 5

Topic: Text Generation

Instructor: Sir Nasir Hussain

Institute: Saylani Z.A.I.T Park

📌 Stay connected for upcoming NLP classes on Chatbots, Transformers, LLMs, and real-world NLP projects.