A 5-Day Beginner’s Guide to Build ChatGPT Voice Assistant Understands 97 spoken languages
eBook Description
AI/ML Web App Development for Everyone: A 5-Day Beginner’s Guide to Build ChatGPT Voice Assistant Understands 97 spoken languages
This book provides a step-by-step guide for anyone to develop their own AI/ML web application, regardless of their technical background. Through hands-on tutorials, expert advice, and best practices, readers will gain a thorough understanding of the fundamental concepts of AI/ML web app development, as well as the essential tools and programming languages required to build a web app. By the end of the book, readers will be able to build a fully functional voice assistant that can understand many spoken languages and can interact with ChatGPT via voice, and deploy their web app to the cloud.
What you will learn
- Develop your own AI/ML web application, even with a limited technical background.
- Understand the fundamental concepts of AI/ML web app development, including essential tools and programming languages, through step-by-step tutorials, best practices, and expert advice.
- Build a voice assistant that understands 97 different spoken languages and can interact with ChatGPT via voice.
- Deploy your voice assistant web app to the cloud using Streamlit Share.
- Where and how to explore and access additional resources for further exploration in AI/ML development
Who this book is for
This book is for a diverse audience, including non-engineers, engineers, hackathon teams, college students, and teenagers. Non-engineers can gain a strong understanding of AI/ML development for their personal or business projects, while hackathon teams can develop their own AI/ML web app using clear explanations and detailed tutorials. College students and teenagers can use this book as a comprehensive and accessible guide to AI/ML web app development.
Table of Contents
- Introduction
- A. Introduction to AI/ML and its applications
- B. Overview of the book, its goals, and target audience
- Day 1: Fundamentals of AI/ML web apps
- A. Examples of AI/ML web apps
- B. Understanding the data requirements for AI/ML
- C. Defining business requirements for AI/ML web app
- D. Key components of an AI/ML web application
- Day 2: Setting up a development environment
- A. Overview of tools for AI/ML web app development
- B. Setting up the development environment
- C. Using VS Code IDE (Integrated Development Environment)
- Day 3: Python and Streamlit development
- A. Understanding the basic python programming
- B. Introduction to Streamlit and its components
- C. Building a simple Streamlit web app step-by-step
- D. Docker containerizes your web app for easy deployment
- E. Best practices for Python and Streamlit
- Day 4: Build a ChatGPT voice assistant
- A. Key components of a voice assistant system
- B. Defining the user interface of the voice assistant
- C. Transcribe 97 spoken languages with Whisper ASR model
- D. Calling the ChatGPT API to get its response
- E. Using text-to-speech to speak ChatGPT response back
- F. Complete code of the ChatGPT voice assistant
- Day 5: Share your web app with the world
- A. Cloud deployment overview
- B. Preparing the web app for Streamlit Share deployment
- C. Deploying the Streamlit app to the Streamlit Share cloud
- Summary and advanced topics for further exploration
- A. Recap of key concepts and takeaways
- B. Advanced topics for further exploration
- C. Additional resources for learning more AI/ML Development
About the Author
Dr. Mingkuan Liu is a seasoned expert with over two decades of experience in designing and developing large-scale AI/ML systems in the high-tech industry. With a background as a front-line research engineer and research scientist, and experience leading high-performing AI research and development teams in various small, mid, and large-sized companies, Dr. Liu brings a wealth of knowledge and expertise to the table.
Currently serving as the VP of Data Science and Machine Learning, Mingkuan leads the AI/ML-based automation strategy, execution, and development for the company.
Now, Mingkuan is bringing his wealth of knowledge and expertise to everyone in his new How-To-Do-AI book series. The first book in this series, "AI Development for Everyone: A 5-Day Beginner’s Guide to Build ChatGPT Voice Assistant that Understands 97 spoken languages," is a comprehensive guide that breaks down complex AI concepts into easy-to-understand language.
With this book, non-technical professionals can learn to develop AI applications and master the art of AI development in just 5 days. Join Dr. Liu on this journey and get ready to become an AI expert!
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