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Master the power of ChatGPT and the OpenAI API to create powerful applications

What you will 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 use OpenAI API with other libraries

Deploying OpenAI applications with GCP and AWS

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 OpenAIΒ 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 and the OpenAI API. These projects will include:

  • A summarization tool that can automatically summarize text documents
  • A translation tool that can translate text from one language to another
  • A chat completion tool that can help you complete conversations with chatbots
  • A categorization tool that can automatically performs sentiment analysis

By 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 Learn


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  • The basics of Transformers
  • How to use the OpenAI API
  • How to perform summarization, translation, chat completion, and categorization using ChatGPT and the OpenAI API
  • How to use prompts to control the output of ChatGPT
  • How to manage API costs

Who This Course Is For

This 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.

Prerequisites

  • Basic knowledge of Python
  • A computer with an internet connection

What You Will Need

  • An OpenAI account
  • A text editor or IDE
  • Access to a terminal
English
language

Content

Introduction

Syllabus

Setting up your Environment

Creating an Account and getting a Secret Key
Setting up your Environment
Pricing and setting usage limits with OpenAI API

OpenAI API Overview and LLM Overview

OpenAI API Overview
What are Transformers and how do they power Generative AI
Basic Prompt Engineering

OpenAI API Examples and Demonstrations with Completion API

Translating an article with the OpenAI API
Example: Translating an article with OpenAI API
Summarizing with the OpenAI API
Example: Summarizing with the OpenAI API

OpenAI API Examples and Demonstrations with Chat API

Chat completion with the OpenAI API
Example: Sentiment Analysis and Classification with the OpenAI API
Sentiment Analysis and Classification with the OpenAI API
Example: Chat completion with the OpenAI API

Deploying an Application and Ethics

Deploying an application with OpenAI API
Dos and Don’ts with AI