By the end of this course, you'll know how to use the OpenAI API to add mind-blowing AI features to your apps. You will learn how to use the Dall-E, GPT-4, and ChatGPT APIs, and get the expertise to fine-tune a model with your own data. In the first project, MoviePitch, you will get a primer on the OpenAI API and harness the power of artificial intelligence to generate ideas and images.
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In our second project, KnowItAll, we’ll move to the ChatGPT-4 model and get to grips with building chatbots - one of the most common uses of AI for web devs.
Finally, we will fine-tune our chatbot in the third project. Fine-tuning is where you upload a dataset to OpenAI and use it to train a model. Doing this allows the chatbot to answer questions specific to your data - a critical skill when working with AI.
Syllabus
WEEK 1
Build a Movie App With GPT-3.5 and Dall-E
Learn the basics of the OpenAI API, and build your first AI-powered web app using HTML, CSS, and JavaScript.
WEEK 2
Build a Chatbot with ChatGPT-4
Learn how to build a chatbot using the ChatGPT API, and hook it up with a database to persist data.
WEEK 3
Fine-Tune the Chatbot With Your Own Data
Learn how to fine-tune the chatbot with your own data and deploy it to the world.
