Hands-On AI: Build Your Own GPTs
47mBeginner2025-06-13
Authors
Alina Zhang
Course details
Discover how to build AI applications without any coding. Using English as your new programming language, explore crafting advanced prompts, creating comprehensive knowledge bases, and personalizing model outputs for specific tasks. Join Alina Zhang, a seasoned data scientist, to create three custom GPTs: KK, Sun Tzu, and Lilis. Dive into innovative techniques, including the Pentagram framework for prompt engineering, chain-of-thought, few-shot learning, user intent detection, and strategies to safeguard against prompt injection attacks.
Skills covered
ChatGPTNatural Language Processing (NLP)OpenAIProgramming FoundationsAI Productivity ToolsArtificial Intelligence FoundationsArtificial Intelligence for BusinessArtificial Intelligence (AI)Business Software and ToolsSoftware DevelopmentOne-Off
Concepts
0. Introduction
- 01 - Build your own GPTs using English
- 02 - OpenAI GPT store
1. Action Item Generator KK
- 03 - OpenAI GPTs user interface
- 04 - Talk to KK in the playground
- 05 - Pentagram framework for prompt engineering
- 06 - Upgrading KK using Pentagram
- 07 - Chain-of-thought prompting
- 08 - Publish your GPT
2. Sun Tzu Career Coaching
- 09 - Custom knowledge base
- 10 - Personalized output
- 11 - Prompt injection
- 12 - Test case generation
3. Gift Advisor Lilis
- 13 - User intent detection
- 14 - Few-shot learning
- 15 - DALL-E visualization
Conclusion
- 16 - Build your own GPTs