Decoding GPT
Learn how GPT works and implement in business applications
Updated on May, 2024
Language - English
Data Science and AI ML,Development,ChatGPT
Lectures -11
Duration -1 hours
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Course Description
This basic course 'Decoding GPT' may help you answer some of the above questions. You don't need any technical or coding background to know the basic fundamentals covered in the course. This course is designed for functional consultants, product managers as well as developers and architects.
The course covers the basic theory of language and why it is difficult for computers. It covers chronologically the scientific progress made in natural language processing. It explains the pre-GPT era using statistical models and later using neural networks like RNN. The recent development in chatgpt has fundamentally changed this knowledge area.
The course talks about the theory behind transformers and how they can handle natural language tasks so well. The course also has hands-on sessions on the use of Chat GPT and the GPT APIs to create our own custom applications. In the final section the course talks about the future of GPT and how these tools can eventually lead to the creation of artificial general intelligence.
This course is for beginners and no background in computers or AI is required.
Goals
What will you learn in this course:
- Understanding the background and concept of GPT
- How to use chat GPT
- How to create custom bot using GPT
- Future of Generative AI
Prerequisites
What are the prerequisites for this course?
No specific requirements
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction to NLP
2 Lectures
-
Introduction
05:10
05:10
-
Basics of NLP
07:31
07:31
NLP Before GPT
2 Lectures
Introduction to Transformers
2 Lectures
How to use ChatGPT
1 Lectures
How to use OpenAI api
2 Lectures
Future of Generative AI
2 Lectures
Instructor Details
Sunil Kumar Mishra
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