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LinkedIn Learning

GPT Foundations: Building AI-Powered Apps

via LinkedIn Learning

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Overview

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Discover how to leverage the power of ChatGPT to create your own customized applications. Learn about large language models and prompting to bring your own chatbot to life.

Syllabus

Introduction
  • Welcome to GPT-4 foundations
1. Introduction to OpenAI
  • Getting started with ChatGPT-4
  • What are large language models (LLMs)?
2. Beginner Prompting
  • Introduction to prompting
  • Tailoring your own prompts
  • Challenge: Generating a superpower for Bubbles
  • Solution: Generating a superpower for Bubbles
3. Intermediate Prompting
  • Summarization and classification prompt techniques with GPT
  • Giving GPT-4 a persona
  • Formatting your prompts
  • Challenge: Placing a Binaryville character order
  • Solution: Placing a Binaryville character order
4. Advanced Prompting
  • Configuring the system prompt
  • Adding memory to ChatGPT-4
  • Prompt chaining with ChatGPT-4
  • Challenge: Remembering your order
  • Solution: Remembering your order
5. Building a BigStarCollectibles Chatbot
  • Vibe coding a chatbot with GPT-4
  • Showing a no-code chatbot
  • Building a no-code chatbot
  • Customizing your chatbot
  • Prompt chaining for your chatbot
  • Incorporating memory and knowledge into your AI app
  • Challenge: A BigStarCollectibles chatbot
  • Solution: A BigStarCollectibles chatbot
Conclusion
  • Next steps

Taught by

Denys Linkov

Reviews

4.6 rating at LinkedIn Learning based on 73 ratings

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