What you'll learn

What is the OpenAI API

LLMs, transformers, and high level how they work

How to generate text with the OpenAI API

How to summarize with OpenAI API

How to translate with OpenAI API

How to Fine Tune GPT 3.5 Turbo

How to use OpenAI API with other libraries

Deploying OpenAI applications with GCP and AWS

Requirements

Basic understanding of Python and development environments

Basic understanding of AWS, GCP, or a deployment environment

Description

In this course, you will learn how to use ChatGPT and the OpenAI API to perform a variety of language tasks, including summarization, translation, chat completion, and categorization. You will start by learning about the basics of OpenAI API, including how it works and how to use it to generate text. Then, you will learn how to use the OpenAI API to interact with ChatGPT and get your code running.As you progress through the course, you will build a variety of projects using ChatGPT, OpenAI API, and Google Cloud APIs. These projects will include:A summarization tool that can automatically summarize text documentsA translation tool that can translate text from one language to anotherA chat completion tool that can help you complete conversations with chatbotsA categorization tool that can automatically performs sentiment analysisFine Tune a GPT 3.5 Turbo Model with the OpenAI APIBy the end of the course, you will be able to use ChatGPT and the OpenAI API to perform a wide variety of language tasks. You will also have a solid understanding of how these powerful tools work.What You Will LearnThe basics of TransformersHow to use the OpenAI APIHow to perform summarization, translation, chat completion, and categorization using ChatGPT and the OpenAI APIHow to use prompts to control the output of ChatGPTHow to manage API costsWho This Course Is ForThis course is for developers who want to learn how to use ChatGPT and the OpenAI API to perform language tasks. No prior experience with ChatGPT or the OpenAI API is required.PrerequisitesBasic knowledge of PythonA computer with an internet connectionWhat You Will NeedAn OpenAI accountA text editor or IDEAccess to a terminal

Who this course is for:

Beginner Python users that want to develop an AI application with OpenAI API,Entrepreneurs that want to build their own AI application