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
