Discover the capabilities of the OpenAI API and learn how to integrate AI into your applications and projects.
Overview
Syllabus
Introduction
- Introduction to the OpenAI API
- Review the OpenAI API scenario
- Explore the OpenAI platform
- Understand generative AI models
- Access models using 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
- Install Python and Jupyter Notebook
- Sign up for an OpenAI API account
- Test the APIs
- Explore chat completion API call
- Review chat completion API response
- Challenge: Build a dialog using chat completion
- Solution: Build a dialog using chat completion
- Construct a multi-turn conversation
- Challenge: Generate tweet content using chat completion
- Solution: Generate tweet content using chat completion
- Explore images API call
- Review images API response
- Challenge: Generate images using images API
- Solution: Generate images using images 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
- Understand common error codes
- Get help from the community
- Manage your spend
- Your OpenAI API journey
Taught by
Kesha Williams