Master OpenAI API Online Course

Master OpenAI API Online Course

This hands-on course on OpenAI API and ChatGPT is designed for both beginners and professionals, starting with core AI concepts, account setup, environment configuration, and pricing. You’ll explore language models and transformers, learn advanced techniques like prompt engineering and thought prompting, and understand how models process inputs. Practical applications include text translation, image generation, text-to-speech, and Computer Vision tasks, along with advanced translation workflows such as subtitle localization. The course also covers fine-tuning, deploying models with the OpenAI API, and key ethical guidelines.

By the end, you’ll have the skills to effectively leverage ChatGPT and OpenAI API for a wide range of language and AI-driven tasks.

Who should take this course?

This course is perfect for developers, data scientists, AI enthusiasts, and professionals who want to harness the power of the OpenAI API to build intelligent applications. It’s ideal for those with basic programming knowledge who are eager to integrate AI into chatbots, automation tools, content generation, or data-driven solutions. Whether you’re a software engineer, entrepreneur, or tech innovator, this course will equip you with the skills to create practical, AI-powered applications using the OpenAI API.

What you will learn

• Learn about OpenAI and its functionalities
• Learn to generate text with the OpenAI API
• Learn to translate with OpenAI API
• Learn to summarize with OpenAI API
• Learn to use OpenAI API with other libraries
• Learn to deploy OpenAI applications with GCP and AWS

Course Outline

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
• Zero Shot and Few Shot Prompting
• Chain of Thought Prompting
• Grounding LLMs for Increased Accuracy
• Under the Hood: How Encoders Allow LLMs to Process Prompts

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: Build Your Own Chatbot with the Chat Completion API
• Sentiment Analysis and Classification with the OpenAI API
• Example: Sentiment Analysis and Classification with the OpenAI API

Use OpenAI API Vision, Text-to-Speech, and Image Generation APIs

• Overview of the Image Generation API
• Example: Use the Image Generation API to Create Phone Wallpapers
• Overview of the Text-to-Speech API
• Example: Use the Text-to-Speech API to Transcribe Blog Posts
• How to Use the Computer Vision API
• Example: Use the Computer Vision API to Count Calories

Translating Text and HTML with Google Translate API

• Creating a Google Cloud Account and Setting Up Translate API
• Basic and Advance Translation with Cloud Translation API
• Code Walkthrough: Using Google Translate API to Translate Subtitles
• Example: Translate Subtitles to 3+ Languages

Fine-Tuning, Deploying, and Ethics

• What Is Fine-Tuning and What Is It Used For
• Fine-Tuning a Model with OpenAI API
• How to Use GPT Builder to Create Custom GPTs
• Deploying an Application with OpenAI API
• Dos and Don'ts with AI