Introduction to ChatGPT - Building Conversational AI

Artificial Intelligence and Machine Learning Artificial Intelligence and Machine Learning Deep AI

Course Description: In this course, you will learn the basics of building conversational AI using the powerful ChatGPT language model.

You will learn how to fine-tune ChatGPT on your own dataset, and how to use it to generate human-like responses in a conversational setting. By the end of the course, you will have a solid understanding of how ChatGPT works and be able to apply it to your own projects.

Course Outline:

Module 1: Introduction to ChatGPT

Module 2: Fine-tuning ChatGPT on your own dataset

  • Preparing your dataset for fine-tuning
  • Fine-tuning the model on your dataset
  • Evaluating the performance of the fine-tuned model

Module 3: Building a conversational AI using ChatGPT

  • Understanding the conversational context
  • Using ChatGPT to generate responses
  • Incorporating context and memory into the model
  • Handling out-of-vocabulary words and unknown inputs

Module 4: Advanced Topics

  • Incorporating other AI models with ChatGPT
  • Handling multi-turn conversations
  • Using ChatGPT for language generation tasks
  • Deploying a conversational AI using ChatGPT

Each module will consist of a combination of video lectures, hands-on coding exercises, and quizzes to test your understanding of the material. The course will also include a final project, where you will have the opportunity to apply what you've learned to build a conversational AI of your own.


  • Basic understanding of machine learning concepts
  • Familiarity with Python and PyTorch
  • Access to a computer with internet connection

Duration: 4 weeks, 6-8 hours per week


  • Data scientists and engineers interested in building conversational AI
  • Developers looking to add conversational capabilities to their applications
  • Anyone interested in learning more about the ChatGPT language model


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K Dinesh Kumara

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I'm an educator, entrepreneur, and career guidance officer. I'm interested in ICT, psychology, financial literacy, meditation, and yogic sciences. My hobbies are discovering, learning, experiencing, sharing, and exiling.

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