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LinkedIn Learning

Building a Project with the ChatGPT API

via LinkedIn Learning

Overview

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Discover the capabilities of the OpenAI API and learn how to integrate AI into your applications and projects.

Syllabus

Introduction
  • Introduction to the OpenAI API
  • Review the OpenAI API scenario
1. Understanding the OpenAI Platform
  • Explore the OpenAI platform
  • Understand generative AI models
  • Access models using the OpenAI API
2. Exploring the OpenAI API
  • Create chatbots using chat completion
  • Generate text using text completion
  • Measure relatedness using embeddings
  • Turn audio into text using Whisper
  • Generate images using DALL-E
  • Customize a model using fine-tuning
  • Examine key concepts
  • Understand pricing models
3. Setting Up Your Environment
  • Install Python and Jupyter Notebook
  • Sign up for an OpenAI API account
  • Test the APIs
4. Writing a Prompt for ChatGPT
  • Explore chat completion API call
  • Review chat completion API response
  • Challenge: Build a dialog using chat completion
  • Solution: Build a dialog using chat completion
5. Constructing a Multi-Turn Conversation with ChatGPT
  • Construct a multi-turn conversation
  • Challenge: Generate tweet content using chat completion
  • Solution: Generate tweet content using chat completion
6. Generating an Image Using DALL-E
  • Explore images API call
  • Review images API response
  • Challenge: Generate images using images API
  • Solution: Generate images using images API
7. Integrating with the Twitter API
  • Sign up for a Twitter API account
  • Explore Twitter API call and response
  • Challenge: Post a tweet using the Twitter API
  • Solution: Post a tweet using the Twitter API
8. Troubleshooting Errors and Getting Help
  • Understand common error codes
  • Get help from the community
9. Effectively Managing API Costs
  • Manage your spend
Conclusion
  • Your OpenAI API journey

Taught by

Kesha Williams

Reviews

4.8 rating at LinkedIn Learning based on 186 ratings

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