Generative AI & ChatGPT Basics Online Course

Generative AI & ChatGPT Basics Online Course

This course provides an in-depth exploration of the OpenAI API, covering NLP, code generation, and prompt engineering. You’ll master the Completions endpoint, token usage, and model selection while tackling tasks like content generation, summarization, semantic search, and sentiment analysis. Through hands-on projects, you’ll build applications such as fact-based search, image generation with DALL·E, and code completion tools using Node.js, React.js, and Next.js. By the end, you’ll be equipped to design, optimize, and deploy advanced AI-powered applications with OpenAI’s latest models.

Who should take this Course?

The Generative AI & ChatGPT Basics Online Course is ideal for students, beginners, and professionals from both technical and non-technical backgrounds who want to understand the fundamentals of generative AI and how to use ChatGPT effectively. It is also suitable for educators, content creators, business professionals, and AI enthusiasts looking to explore practical applications of ChatGPT to boost creativity, productivity, and problem-solving.

What you will learn

• Interact and perform various natural language (NLP) tasks with GPT-3
• Translate natural language to code, perform code continuation
• Experiment with code examples, OpenAI playground, and API models
• Generate new images from scratch with the DALL-E model
• Apply text completion and various other language-processing tasks
• Build a simple application with the text completion endpoint

Course Outline

Introduction and Presentation

• Welcome to AI!

Discovering the Beta of Open AI

• Introduction to the OpenAI API
• GPT-3: What Is It?
• Models, Endpoints, and Usage
• Playground: Testing Open AI's API and GPT-3 Models
• Documentation, Guidelines, and Examples

OPEN AI: The API Reference, Installation, and Quickstart Example

• Introduction + Starter Project (Download)
• OpenAI Node.js Library: Installation and Usage 1/2
• OpenAI Node.js Library: Installation and Usage 2/2
• API Key and Authentication
• Making Requests: Async Function, POST Request, and Completion Output
• Adjust Settings

Completion Model: Learn How to Generate Content - (Project: FACTS SEARCH)

• Introduction and Starter Project
• API Key + OpenAI API Configuration
• Create Completion with the Davinci Model
• Design the Prompt and Adjust the Settings
• Conclusion + Download Final Project

DALL-E Model: Learn to Generate New Images from Text

• Introduction and Starter Project
• OpenAI API Configuration (Demo)
• Design the Prompt and Adjust the Settings
• Making Requests to the DALL-E API
• Final Steps: Generate New Images with a Text Input