Beginner's Guide to ChatGPT and OpenAI Python API Bootcamp

Description

Introduction

Welcome to the course "Beginner's Guide to ChatGPT and OpenAI Python API Bootcamp"! This course is designed to provide you with the knowledge and skills to create interactive applications using the power of ChatGPT and generative AI. Whether you are a developer looking to enhance your app with conversational interfaces or an AI enthusiast eager to explore the capabilities of generative models, this course will empower you to build engaging and dynamic apps.

Course Overview

This course covers a wide range of topics related to building apps with ChatGPT and generative AI. Here is an overview of the key areas we will explore:

1. Introduction to ChatGPT and Generative AI

• Understanding the fundamentals of ChatGPT and generative AI

• Understanding what OpenAI is and the models that are available in OpenAI.

• Exploring real-world applications and use cases of generative models

2. Setting Up Your Development Environment

• Basic requirements for the course

• Installing and configuring Python and Node Js

• Setting up Bubble and Airtable.

• Setting up an OpenAI account for API Access

• Microsoft Azure account creation and Azure Function Setup

• Visual Studio Code Installation and Setup

• Microsoft 365 E5 Account Creation

3. Basic Programming Knowledge

• Building a foundation in Python and JavaScript programming languages

• Refreshing key programming concepts and syntax

• Understanding how to integrate ChatGPT into your applications

4. Designing Chat and Image-based Applications

• Creating conversational interfaces for your apps

• Implementing chat functionality using ChatGPT

• Managing user interactions and maintaining conversational context

• Integrating ChatGPT and Power Automate to create MS Teams Chatbot.

• Making an app extension in Outlook to Summarize Emails.

• Creating a Travel Itinerary website using Bubble

• Creating Stock Photo Generator app using Power Apps.

• Building a Cover Letter Application in Bubble.

5. Enhancing Your Apps with Generative AI

• Leveraging generative AI to augment your application's capabilities

• Generating text, images, and other media using generative models

• Improving the quality and diversity of generative outputs

6. Deploying Your Apps

• Preparing your applications for deployment

• Best practices for deploying and maintaining your apps

7. Advanced Topics and Future Developments

• Exploring advanced techniques in generative AI and ChatGPT

• Discussing emerging trends and future advancements in the field

Prerequisites

To fully benefit from this course, you should have the following prerequisites:

1. Basic Programming Knowledge: Familiarity with Python and JavaScript programming languages is required. You should have a basic Know how of fundamental programming concepts such as variables, functions, loops, and conditionals.

2. System Requirements: You will need a recent 64-bit Windows, Mac, or Linux machine with a minimum of 8 GB RAM to effectively follow along with the course exercises and run the necessary software.

Course Materials

Throughout this course, you will have access to a variety of learning materials, including:

1. Video Tutorials: Step-by-step video tutorials will guide you through the course content, explaining key concepts and demonstrating practical examples.

2. Hands-on Exercises: Practice exercises will be provided to reinforce your understanding of the course material. These exercises will give you the opportunity to apply what you've learned in building your own interactive applications.

3. Documentation and Code Samples: Detailed documentation and code samples will be available to supplement the video tutorials and provide additional reference materials.

What Students Will Learn in This Course?

By the end of this course, students will achieve the following learning objectives:

1. Build interactive applications with conversational interfaces: Students will learn how to design and implement chat-based interfaces that enable users to engage in dynamic conversations with their applications.

2. Integrate ChatGPT into applications: Students will understand how to integrate ChatGPT, a powerful language model, into their applications to enable natural language understanding and generation.

3. Utilize generative AI to enhance application capabilities: Students will learn how to leverage generative AI techniques to generate text, images, and multimedia content, thereby enhancing the functionality and interactivity of their applications.

4. Deploy and maintain applications: Students will acquire the knowledge and skills necessary to package their applications for deployment and choose appropriate hosting platforms, ensuring their apps are accessible to users and easy to maintain.

Who is this course for?

This course is designed for individuals with a variety of backgrounds who are interested in building applications with ChatGPT and generative AI. The content of this course will be particularly valuable for the following target learners:

1. Developers: If you are a developer looking to enhance your applications with conversational interfaces and leverage the power of generative AI, this course is for you. You may already have experience with Python and JavaScript programming languages and want to expand your skillset to include the integration of ChatGPT and generative models.

2. AI Enthusiasts: If you are passionate about artificial intelligence and want to explore the capabilities of generative models, this course will provide you with practical knowledge and hands-on experience in developing applications with ChatGPT. You may have a basic understanding of programming and want to dive deeper into the world of AI-driven application development.

3. App Designers: If you are involved in the design and user experience aspects of application development, this course will help you understand how to create engaging conversational interfaces and incorporate generative AI to enhance the user experience. You may have limited programming experience but a strong interest in integrating AI capabilities into your app designs.

4. Tech Entrepreneurs: If you are an entrepreneur or startup founder in the tech industry, this course will provide you with the necessary skills to build innovative and cutting-edge applications. You will gain insights into leveraging ChatGPT and generative AI to create unique and marketable products that stand out in the competitive landscape.

Regardless of your background, this course will equip you with the knowledge and practical skills needed to develop interactive and dynamic applications with ChatGPT and generative AI. You will gain a deep understanding of how to create conversational interfaces, integrate ChatGPT into your apps, utilize generative AI techniques, and deploy your applications for real-world use. By the end of this course, you will have gained the skills and knowledge to develop powerful and engaging applications using ChatGPT and generative AI. Get ready to unlock the potential of conversational interfaces and generative models!

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