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  • Book Overview & Buying Master ChatGPT and OpenAI APIs By Building AI Tools in Python
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Master ChatGPT and OpenAI APIs By Building AI Tools in Python

Master ChatGPT and OpenAI APIs By Building AI Tools in Python

By : Paulo Dichone
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Master ChatGPT and OpenAI APIs By Building AI Tools in Python

Master ChatGPT and OpenAI APIs By Building AI Tools in Python

By: Paulo Dichone
Buy this Video

Overview of this book

Embark on a transformative learning experience with 'Master ChatGPT and OpenAI APIs By Building AI Tools in Python.' This immersive course takes you from the basics of ChatGPT and OpenAI's potent APIs through a journey of building dynamic AI-powered tools. Discover the magic behind ChatGPT's conversational prowess and dive deep into the neural networks and transformers that make it tick. You'll start by creating and managing your ChatGPT account, understanding the model's anatomy, and grasping the limitations and capabilities of AI language models. Transitioning from theory to hands-on practice, the course guides you through content creation, code generation, and the intricacies of prompt engineering. Moreover, you'll venture into the realms of generative AI with Midjourney, craft AI-driven applications, and harness the synergy of OpenAI and DALL-E for on-the-fly image generation. This course demystifies the AI concepts crucial in today’s technology landscape, providing you with the skills to innovate and excel in the burgeoning field of AI.
Table of Contents (16 chapters)
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1
Introduction
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Introduction & Course Structure
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Demo - Let's See ChatGPT and OpenAI APIs in Action!
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How To Get The Most Out of This Course
2
ChatGPT - An Introduction - Use Cases, AI History, ChatGPT Account Creation
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What Is ChatGPT - An Introduction
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ChatGPT Use-Cases
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Create a ChatGPT Account & ChatGPT Demo
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Free VS Paid ChatGPT Subscriptions
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ChatGPT and AI Brief History
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Section Summary
3
ChatGPT - A Deep Dive & How It Really Works
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ChatGPT Anatomy
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ChatGPT Anatomy, Data Collection and Tokenizer
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The Neural Network and The Transformer - Deep Dive
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Tokens and ChatGPT Language Model
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Limitations and Capabilities of ChatGPT - An Overview
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Hands-On - Content Creation - Use ChatGPT to Create a Blog Post
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[TASK] - Your Turn - Content Creation with ChatGPT
4
ChatGPT and Creative Work - Creating Children's Books with ChatGPT
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Creating the Outline for Children's Book with ChatGPT
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Adding a Memorable Character to the Story
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Writing the Opening Chapter
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Writing the Full Story & Making Improvements
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Finalizing the Final Book
5
ChatGPT and Rapid Skills Acquisition
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ChatGPT for Rapid Skills Acquisition - Introduction
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Using Pain-Points for Rapid Skills Acquisition
6
ChatGPT & Code Generation - Use ChatGPT to Generate and Debug Code
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Code Generation with ChatGPT - Introduction and Explanations
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Create a Java Password Generator with the Help of ChatGPT
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Create an HTML Portfolio Page with the Help of ChatGPT
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Create a Weather Web App with the Help of ChatGPT
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ChatGPT Code Generation for a Chrome Extension - Overview
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How to Develop a SaaS Product from Scratch with ChatGPT
7
Mastering Prompt Engineering and How To Craft the Best Prompts
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What is a Prompt and Prompt Engineering
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Prompt Components and Prompt Engineering
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A Prompt Breakdown
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Elements of a Prompt
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Frameworks for Prompt Engineering - Introduction
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The Clarifying Objective Framework
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The Iterative Refinement Framework
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The Reverse Engineer Framework
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The Question-Answer Framework
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The Instruction-Based Framework
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The Conversational Context Framework
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The Narrowing Down Framework
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The Role-play Framework
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The Feedback Loop Framework
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The Emotion-Driven Framework
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The Hypothesis Framework
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The Comparative Framework
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The Assumptive Framework
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The Perspective-Switching Framework
8
Generative AI - Creating Visual Content with Midjourney
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Image Generation with AI - Introduction
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What is Midjourney
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Generate a First AI Image with Midjourney
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Midjourney Parameters - Aspect Ratio
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Saving Images in Midjourney
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Midjourney Parameter - Chaos
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Side-by-side Comparison of Chaos Images
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Midjourney Parameter - Quality
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Midjourney Parameter - Stop
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Midjourney Parameter - Stylize
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Midjourney Parameter - Tile
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Midjourney Parameter - Version and Settings
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Midjourney Parameter - No
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Section Summary
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Midjourney Prompt Engineering - Crafting the Best Prompts For Optimal Images
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Midjourney Prompting - Introduction
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Passing Image URL in Prompts
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Separate Two Concepts in a Prompt
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Hands-On: Midjourney Themes
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[TASK] - Your Turn - Apply Themes in Your Domain
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Midjourney Design Styles
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Midjourney Engines
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Drawing and Art Medium
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Lighting
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Realistic Photos with Midjourney
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Section Summary
10
The OpenAI API - Leveraging the ChatGPT Engine to Build AI Powered Applications
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The OpenAI API & Course Structure Checkpoint
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Introduction to OpenAI API - API Keys and Documentation Overview
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OpenAI Models - Overview
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Writing our First API Request with cURL
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Dev Environment Setup Instructions - Win/Mac/Linux
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Set up VS Code and Python Extensions
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Setup Python Environment in VS Code
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Hitting the ChatCompletion OpenAI API Endpoint with Python - Full Setup
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Hitting the ChatCompletion OpenAI API Endpoint in Javascript
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[PROJECT] - Recommendation Engine with OpenAI - Setup
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Recommendation Engine App - Render Function
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Recommendation Engine App Testing
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Recommendation Engine App - Improvements - Adding Numbers and CSS Changes
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Recommendation Engine App - Styling and Final Touches
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Section Summary
11
Hands-On: OpenAI API - Build a Cover Letter Web App
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Cover Letter Python Project Setup
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Personalize the Cover Letter - Adding parameters
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Creating Input and Customizing the Cover Letter
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Showing the Cover Letter on the Page
12
Hands-On: OpenAI API - Build a Virtual Realtor Web App in Python
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The Virtual Realtor App - Setting Up the User Interface
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Pulling In the Answers as a Stream
13
Hands-On: OpenAI API and DALL-E - Generating Images on the Fly with DALL-E
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OpenAI and DALL-E - OpenAI API Endpoint for Image Generation
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Generating Images with OpenAI Image Generator Endpoint - DALL-E Powered
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Demo of the Yogi Droid Project
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[PROJECT] - Generating and Retrieving Yogi Data
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Showing Yogi Data on the Page
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Generating an Image From Text
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Showing More Data on the Page & Final Touches
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Section Summary
14
OpenAI API & the LangChain Framework - Deep Dive
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What Is LangChain?
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LangChain Website - Documentation
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How LangChain Works
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How Vector Search Works and LangChain Use-Cases
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Generating a Twitter Handle with LangChain
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LangChain Building Blocks and Quickstart
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The LangChain ChatModel
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LangChain Modules
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Prompt Templates and Chains
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LangChain Agents - Full Demo
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LangChain TextLoaders
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LangChain CSV Loaders
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LangChain, ChatGPT, and OpenAI API And Our Own Documents - Query Your Own Docs
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Testing our Command Line ChatBot
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[PROJECT] LangChain & OpenAI API & ChatGPT - Youtube Assistant Web App
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Youtube Assistant Project - Setup
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Testing the Youtube Assistant Project - Console Testing
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Youtube Assistant Web App - Front-end Final Touches with Streamlit
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Next Steps
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Where to Go From Here
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Next Steps
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Chapter: 1
Introduction
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Section: 1
Introduction & Course Structure
Welcome to this comprehensive course where Paula Dichone, a software, cloud engineer, and AI expert, guides you through mastering ChatGPT, AI, and cloud computing, offering both non-developers and developers the skills to leverage ChatGPT for creative work, productivity, and building AI-powered applications.
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Master ChatGPT and OpenAI APIs By Building AI Tools in Python
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