ChatGPT & OpenAI APIs: The Comprehensive Guide from Udemy

Welcome to the comprehensive course on mastering ChatGPT & OpenAI APIs & Midjourney.

In this course, you will delve into ChatGPT, a powerful language model developed by OpenAI, and learn how to harness its capabilities to build cutting-edge conversational AI applications.

Whether you're a developer, data scientist, manager, marketer, or AI enthusiast, this course will equip you with the knowledge and skills to leverage the ChatGPT, Midjourney & OpenAI API to its full potential.

Throughout this course, we will cover the fundamentals of ChatGPT, Midjourney, and OpenAI API, guiding you through the process of setting up the API environment and making API requests to interact with OpenAI API effectively, as well as learning how to craft the best prompts for ChatGPT and Midjourney.

You'll gain hands-on experience with various projects, building real-world applications that showcase the versatility of ChatGPT/OpenAI API and its integration with other tools like LangChain.

Projects Included:

How to use ChatGPT for Rapid Skills Acquisition: In this project, you will explore how ChatGPT can be used as a valuable tool for rapid skills acquisition.
How to use ChatGPT for Writing a Children's Book: Unleash your creativity in this project, where you'll learn how to generate engaging and imaginative stories suitable for children. You'll learn how to use ChatGPT to craft captivating narratives, generate characters, and construct delightful adventures that will captivate young readers.
How to use ChatGPT for Code Generation and Debugging: In this project, you'll explore how ChatGPT can be a powerful tool for code generation and debugging. You'll learn how to debug errors, and optimize algorithms, speeding up the development process and enhancing code quality.
How to Create Amazing Images with Midjourney: Expand your horizons beyond text-based applications as you dive into Midjourney, an exciting image processing tool. In this project, you'll learn how to leverage Midjourney's capabilities to generate artistic images, apply style transfer, and create stunning visual content using ChatGPT-generated prompts.
How to Build a Cover Letter Generator with OpenAI API: In this practical project, you'll create a cover letter generator that assists job seekers in crafting personalized and professional cover letters. You'll integrate ChatGPT with OpenAI API to generate customized cover letter content based on user inputs, helping job applicants stand out from the competition.
How to Build a Virtual Realtor Assistant App with OpenAI API: Discover how OpenAI API can revolutionize the real estate industry as you develop a virtual realtor assistant app. You'll create a chatbot that assists potential homebuyers in finding their dream properties, providing relevant information, answering queries, and offering personalized recommendations.
How to use LangChain, OpenAI API to Build a Youtube Assistant Bot: In this final project, you'll explore the integration of LangChain with OpenAI API to build a secure Youtube assistant bot. You'll develop a chatbot that interacts with users, finds and recommends videos, provides channel analytics, and ensures secure communication through LangChain.

Whether you're interested in enhancing your AI development skills or creating practical conversational AI applications, this course will provide you with the expertise needed to master the OpenAI API and unleash the full potential of ChatGPT, Midjourney, and LangChain in your projects.

Enroll now and embark on an exciting journey into the world of conversational AI.

What's inside

Learning objectives

Craft the best prompts for chatgpt and midjourney - prompt engineering
Learn how chatgpt and language models work
Master the openai api: understand the fundamentals of the openai api, learn how to set up the api environment, and gain proficiency in making api requests

Integrate langchain with openai to build automated applications
Generate amazing images with midjourney
Build automation web apps using langchain, openai api & streamlit

Craft the best prompts for chatgpt and midjourney - prompt engineering
Learn how chatgpt and language models work
Master the openai api: understand the fundamentals of the openai api, learn how to set up the api environment, and gain proficiency in making api requests
Integrate langchain with openai to build automated applications
Generate amazing images with midjourney
Build automation web apps using langchain, openai api & streamlit

Syllabus

Introduction

Introduction & Course Structure

Demo - Let's See ChatGPT and OpenAI APIs in Action!

How To Get The Most Out of This Course

All the code and resources for this course

Download Source Code

ChatGPT Prompts and Slides

Midjourney Prompts and Slides

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

Leverage ChatGPT to Create Children's Books

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

How to Leverage ChatGPT to 10x Your Learning Process

ChatGPT for Rapid Skills Acquisition - Introduction

Using Pain-Points for Rapid Skills Acquisition

Use ChatGPT for Code Generation and Product Ideas

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

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

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 End Point 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

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Develops conversational and code-generating AI and tools that are highly relevant to industry and academia

Explores cutting-edge AI APIs like ChatGPT and OpenAI, which are shaping the future of conversational AI

Covers innovative topics such as Midjourney, an image generation tool, and LangChain, an automation platform

Offers hands-on practice with various projects and challenges, fostering experiential learning

Projects integrate with popular tools such as OpenAI API, LangChain, and Streamlit, providing a robust learning experience

Taught by Paulo Dichone, a Software Engineer and AWS Cloud Practitioner, leveraging his industry expertise

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in ChatGPT & OpenAI APIs: The Comprehensive Guide with these activities:

Review course notes and assignments

Show steps

Solidifies understanding of course concepts and prepares for assessments.

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Review the notes and assignments from each module.
Identify areas where you need additional clarification or practice.

Review 'Natural Language Processing with PyTorch'

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Provides a solid foundation for building NLP applications using PyTorch.

View Natural Language Processing with PyTorch: Build... on Amazon

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Read chapters 1-3 to understand NLP concepts and PyTorch basics.
Complete the exercises at the end of each chapter to reinforce your learning.

Create a chatbot using ChatGPT

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Provides hands-on experience in building practical AI applications.

Browse courses on Chatbot Development

Show steps

Design the chatbot's functionality and user interface.
Integrate ChatGPT API into your chatbot.
Test and refine the chatbot's responses.

Show all three activities

Career center

Learners who complete ChatGPT & OpenAI APIs: The Comprehensive Guide will develop knowledge and skills that may be useful to these careers:

AI Engineer

As an AI Engineer, you will be responsible for designing, developing, and deploying AI models. You will need to have a strong understanding of machine learning algorithms, data science, and software engineering. This course will help you build a foundation in these areas and prepare you for a successful career in AI.

See salaries and explore the career path for AI Engineer

Machine Learning Engineer

Machine Learning Engineers are responsible for developing and deploying machine learning models. They work closely with data scientists to identify and solve business problems. This course will help you build a strong foundation in machine learning and prepare you for a successful career as a Machine Learning Engineer.

See salaries and explore the career path for Machine Learning Engineer

Data Scientist

Data Scientists are responsible for collecting, analyzing, and interpreting data. They use their findings to help businesses make better decisions. This course will help you build a strong foundation in data science and prepare you for a successful career as a Data Scientist.

See salaries and explore the career path for Data Scientist

Software Engineer

Software Engineers are responsible for designing, developing, and maintaining software applications. They work closely with other engineers and business stakeholders to ensure that software meets the needs of users. This course will help you build a strong foundation in software engineering and prepare you for a successful career as a Software Engineer.

See salaries and explore the career path for Software Engineer

Product Manager

Product Managers are responsible for managing the development and launch of new products. They work closely with engineers, designers, and marketers to ensure that products meet the needs of users. This course will help you build a strong foundation in product management and prepare you for a successful career as a Product Manager.

See salaries and explore the career path for Product Manager

Business Analyst

Business Analysts are responsible for analyzing business processes and identifying opportunities for improvement. They work closely with stakeholders to gather requirements and develop solutions. This course will help you build a strong foundation in business analysis and prepare you for a successful career as a Business Analyst.

See salaries and explore the career path for Business Analyst

Consultant

Consultants provide advice and guidance to businesses on a variety of topics. They work closely with clients to identify and solve problems. This course will help you build a strong foundation in consulting and prepare you for a successful career as a Consultant.

See salaries and explore the career path for Consultant

Technical Writer

Technical Writers are responsible for creating documentation for software and other technical products. They work closely with engineers and other stakeholders to ensure that documentation is accurate and easy to understand. This course will help you build a strong foundation in technical writing and prepare you for a successful career as a Technical Writer.

See salaries and explore the career path for Technical Writer

UX Designer

UX Designers are responsible for designing the user experience for websites and other digital products. They work closely with other designers and engineers to ensure that products are easy to use and meet the needs of users. This course will help you build a strong foundation in UX design and prepare you for a successful career as a UX Designer.

See salaries and explore the career path for UX Designer

Marketing Manager

Marketing Managers are responsible for developing and executing marketing campaigns. They work closely with other marketing professionals to ensure that campaigns are effective and meet the needs of the business. This course may be helpful in providing a foundation for understanding how AI can be used in marketing.

See salaries and explore the career path for Marketing Manager

Sales Manager

Sales Managers are responsible for managing sales teams and developing sales strategies. They work closely with other sales professionals to ensure that sales goals are met. This course may be helpful in providing a foundation for understanding how AI can be used in sales.

See salaries and explore the career path for Sales Manager

Customer Success Manager

Customer Success Managers are responsible for ensuring that customers are satisfied with their products and services. They work closely with customers to identify and resolve problems. This course may be helpful in providing a foundation for understanding how AI can be used in customer success.

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Project Manager

Project Managers are responsible for planning, executing, and closing projects. They work closely with other project team members to ensure that projects are completed on time and within budget. This course may be helpful in providing a foundation for understanding how AI can be used in project management.

See salaries and explore the career path for Project Manager

Operations Manager

Operations Managers are responsible for the day-to-day operations of a business. They work closely with other departments to ensure that the business runs smoothly. This course may be helpful in providing a foundation for understanding how AI can be used in operations management.

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Human Resources Manager

Human Resources Managers are responsible for managing the human resources department of a business. They work closely with other departments to ensure that the business has the right people in the right roles. This course may be helpful in providing a foundation for understanding how AI can be used in human resources management.

See salaries and explore the career path for Human Resources Manager