Master OpenAI APIs and ChatGPT Online Course

Master OpenAI APIs and ChatGPT Online Course

Master ChatGPT and OpenAI APIs By Building AI Tools in Python takes you from the fundamentals of ChatGPT and OpenAI APIs to building real-world AI-powered tools. You’ll learn how ChatGPT works, explore neural networks and transformers, and set up and manage your account. The course blends theory with hands-on practice, covering content creation, code generation, prompt engineering, generative AI with Midjourney, and image generation with DALL·E. By the end, you’ll gain practical skills to create innovative AI applications and thrive in today’s fast-evolving AI landscape.

Who should take this course?

This course is ideal for developers, AI enthusiasts, data scientists, and tech professionals who want to harness the power of OpenAI APIs and ChatGPT to build intelligent applications. It’s also well-suited for entrepreneurs, product managers, and innovators looking to integrate AI-driven solutions into real-world projects and business workflows.

What you will learn

• Navigate the foundational elements of ChatGPT and OpenAI APIs
• Generate creative content and code with ChatGPT's language model
• Design and implement AI applications with user-friendly interfaces
• Master the art of prompt engineering for optimized AI interactions
• Build AI-powered tools and images using OpenAI and DALL-E
• Develop secure, intelligent applications with advanced Python techniques

Course Outline

Introduction

• Introduction & Course Structure
• Demo - Let's See ChatGPT and OpenAI APIs in Action!
• How To Get The Most Out of This Course

ChatGPT - An Introduction - Use Cases, AI History, ChatGPT Account Creation

• What Is ChatGPT - An Introduction
• ChatGPT Use-Cases
• Create a ChatGPT Account & ChatGPT Demo
• Free VS Paid ChatGPT Subscriptions
• ChatGPT and AI Brief History
• Section Summary

ChatGPT - A Deep Dive & How It Really Works

• ChatGPT Anatomy
• ChatGPT Anatomy, Data Collection and Tokenizer
• The Neural Network and The Transformer - Deep Dive
• Tokens and ChatGPT Language Model
• Limitations and Capabilities of ChatGPT - An Overview
• Hands-On - Content Creation - Use ChatGPT to Create a Blog Post
• [TASK] - Your Turn - Content Creation with ChatGPT

ChatGPT and Creative Work - Creating Children's Books with ChatGPT

• Creating the Outline for Children's Book with ChatGPT
• Adding a Memorable Character to the Story
• Writing the Opening Chapter
• Writing the Full Story & Making Improvements
• Finalizing the Final Book

ChatGPT and Rapid Skills Acquisition

• ChatGPT for Rapid Skills Acquisition - Introduction
• Using Pain-Points for Rapid Skills Acquisition

ChatGPT & Code Generation - Use ChatGPT to Generate and Debug Code

• Code Generation with ChatGPT - Introduction and Explanations
• Create a Java Password Generator with the Help of ChatGPT
• Create an HTML Portfolio Page with the Help of ChatGPT
• Create a Weather Web App with the Help of ChatGPT
• ChatGPT Code Generation for a Chrome Extension - Overview
• How to Develop a SaaS Product from Scratch with ChatGPT

Mastering Prompt Engineering and How To Craft the Best Prompts

• What is a Prompt and Prompt Engineering
• Prompt Components and Prompt Engineering
• A Prompt Breakdown
• Elements of a Prompt
• Frameworks for Prompt Engineering - Introduction
• The Clarifying Objective Framework
• The Iterative Refinement Framework
• The Reverse Engineer Framework
• The Question-Answer Framework
• The Instruction-Based Framework
• The Conversational Context Framework
• The Narrowing Down Framework
• The Role-play Framework
• The Feedback Loop Framework
• The Emotion-Driven Framework
• The Hypothesis Framework
• The Comparative Framework
• The Assumptive Framework
• The Perspective-Switching Framework

Generative AI - Creating Visual Content with Midjourney

• Image Generation with AI - Introduction
• What is Midjourney
• Generate a First AI Image with Midjourney
• Midjourney Parameters - Aspect Ratio
• Saving Images in Midjourney
• Midjourney Parameter - Chaos
• Side-by-side Comparison of Chaos Images
• Midjourney Parameter - Quality
• Midjourney Parameter - Stop
• Midjourney Parameter - Stylize
• Midjourney Parameter - Tile
• Midjourney Parameter - Version and Settings
• Midjourney Parameter - No
• Section Summary

Midjourney Prompt Engineering - Crafting the Best Prompts For Optimal Images

• Midjourney Prompting - Introduction
• Passing Image URL in Prompts
• Separate Two Concepts in a Prompt
• Hands-On: Midjourney Themes
• [TASK] - Your Turn - Apply Themes in Your Domain
• Midjourney Design Styles
• Midjourney Engines
• Drawing and Art Medium
• Lighting
• Realistic Photos with Midjourney
• Section Summary

The OpenAI API - Leveraging the ChatGPT Engine to Build AI Powered Applications

• The OpenAI API & Course Structure Checkpoint
• Introduction to OpenAI API - API Keys and Documentation Overview
• OpenAI Models - Overview
• Writing our First API Request with cURL
• Dev Environment Setup Instructions - Win/Mac/Linux
• Set up VS Code and Python Extensions
• Setup Python Environment in VS Code
• Hitting the ChatCompletion OpenAI API Endpoint with Python - Full Setup
• Hitting the ChatCompletion OpenAI API Endpoint in Javascript
• [PROJECT] - Recommendation Engine with OpenAI - Setup
• Recommendation Engine App - Render Function
• Recommendation Engine App Testing
• Recommendation Engine App - Improvements - Adding Numbers and CSS Changes
• Recommendation Engine App - Styling and Final Touches
• Section Summary

Hands-On: OpenAI API - Build a Cover Letter Web App

• Cover Letter Python Project Setup
• Personalize the Cover Letter - Adding parameters
• Creating Input and Customizing the Cover Letter
• Showing the Cover Letter on the Page
• Hands-On: OpenAI API - Build a Virtual Realtor Web App in Python
•  down icon
• The Virtual Realtor App - Setting Up the User Interface
• Pulling In the Answers as a Stream

Hands-On: OpenAI API and DALL-E - Generating Images on the Fly with DALL-E

• OpenAI and DALL-E - OpenAI API Endpoint for Image Generation
• Generating Images with OpenAI Image Generator Endpoint - DALL-E Powered
• Demo of the Yogi Droid Project
• [PROJECT] - Generating and Retrieving Yogi Data
• Showing Yogi Data on the Page
• Generating an Image From Text
• Showing More Data on the Page & Final Touches
• Section Summary

OpenAI API & the LangChain Framework - Deep Dive

• What Is LangChain?
• LangChain Website - Documentation
• How LangChain Works
• How Vector Search Works and LangChain Use-Cases
• Generating a Twitter Handle with LangChain
• LangChain Building Blocks and Quickstart
• The LangChain ChatModel
• LangChain Modules
• Prompt Templates and Chains
• LangChain Agents - Full Demo
• LangChain TextLoaders
• LangChain CSV Loaders
• LangChain, ChatGPT, and OpenAI API And Our Own Documents - Query Your Own Docs
• Testing our Command Line ChatBot

[PROJECT] LangChain & OpenAI API & ChatGPT - Youtube Assistant Web App

• Youtube Assistant Project - Setup
• Testing the Youtube Assistant Project - Console Testing
• Youtube Assistant Web App - Front-end Final Touches with Streamlit

Next Steps

• Where to Go From Here
• Next Steps