Mastering ChatGPT and Google Colab for Machine Learning : Automate AI Workflows and Fast-Track Your Machine Learning Tasks with the Power of ChatGPT, Google Colab, and Python (English Edition).

Format:

Book

Author/Creator:

Moscato, Rosario.

Language:

English

Subjects (All):

Artificial intelligence.

Machine learning.

Physical Description:

1 online resource (153 pages)

Edition:

1st ed.

Place of Publication:

Delhi : Orange Education PVT Ltd, 2024.

Summary:

Unlock the future of machine learning by mastering Google Colab, trusted by over 5 million data scientists, and ChatGPT, powering 100 million users worldwide. This book bridges the latest in AI with practical, hands-on applications for data science. With these game-changing tools at your command, you'll be able to streamline complex workflows, automate tedious tasks, and propel your AI skills to new heights--making machine learning faster, smarter, and more accessible than ever before. Each chapter unfolds a specific aspect of data science and machine learning, seamlessly integrated with ChatGPT's free version capabilities. The foundational chapters introduce key machine learning concepts, while advanced sections explore topics such as natural language processing, sentiment analysis, and predictive analytics--all illustrated with real-world examples and interactive exercises. The later chapters focus on optimizing tasks using the more powerful paid version of ChatGPT, culminating in the creation of a custom GPT named "Data Scientist" to tackle specialized challenges. Additionally, the book includes a section on best practices, expert tips, and interview questions, making it a comprehensive resource for aspiring data scientists and seasoned professionals alike.

Contents:

Cover Page

Title Page

Copyright Page

Dedication Page

About the Author

About the Technical Reviewers

Acknowledgements

Preface

Errata

Table of Contents

1. Introduction to ChatGPT

Introduction

Structure

Understanding ChatGPT

Development and Evolution

How to Use ChatGPT

Applications in Various Fields

The Future of AI and Chatbots

Navigating ChatGPT: Registration, Usage, and Features

Registering for ChatGPT

Using ChatGPT

Main Features and Interface

Differences between ChatGPT-3.5 and ChatGPT-4

Free Version versus Plus Subscription

Using ChatGPT Free Version

Conclusion

Key Takeaways

2. ChatGPT for Data Science and Machine Learning

Structure Generated by AI.

Notes:

Description based on publisher supplied metadata and other sources.

Part of the metadata in this record was created by AI, based on the text of the resource.

ISBN:

9788197953491

819795349X

OCLC:

1457639903