GPT-4 Foundations: Building AI-Powered Apps
1h 3mBeginner2023-06-22
Authors
Denys Linkov
Course details
Are you looking for a practical, simple, visual introduction to creating an AI-powered application? This course was designed for you. While GPT-4 has piqued much of the world’s attention, few people have developed the skills required to build their own AI-powered tools. Join instructor Denys Linkov to find out more about how to get started building AI-powered applications using GPT-4. In this course, Denys offers a comprehensive overview of the OpenAI playground, including the basics of large language models and prompts. Get tips for beginner, intermediate, and advanced prompting to start creating a no-code chatbot on your own. Along the way, test out your new skills in the challenge exercises provided at the end of each section of the course.
Skills covered
GPTOpenAIProgramming FoundationsGenerative AIArtificial Intelligence FoundationsFoundationsArtificial Intelligence (AI)Software Development
Concepts
0. Introduction
- 01 - Welcome to GPT-4 foundations
1. Introduction to OpenAI
- 02 - The OpenAI playground
- 03 - What are large language models (LLMs)
2. Beginner Prompting
- 04 - Introduction to prompting
- 05 - Tailoring your own prompts
- 06 - Challenge - Generating a superpower for Bubbles
- 07 - Solution - Generating a superpower for Bubbles
3. Intermediate Prompting
- 08 - Summarization and classification prompts
- 09 - Giving GPT-4 a persona
- 10 - Formatting your prompts
- 11 - Challenge - Placing a Binaryville character order
- 12 - Solution - Placing a Binaryville character order
4. Advanced Prompting
- 13 - Configuring the system prompt
- 14 - Adding context for a more powerful application
- 15 - Getting started with prompt chaining
- 16 - Challenge - Remembering your order
- 17 - Solution - Remembering your order
5. Building a BigStarCollectables Chatbot
- 18 - Showing a no-code chatbot
- 19 - Building a no-code chatbot
- 20 - Customizing your chatbot
- 21 - Prompt chaining for your chatbot
- 22 - Challenge - A BigStarCollectibles chatbot
- 23 - Solution - A BigStarCollectibles chatbot
Conclusion
- 24 - Next steps