Social Data Analytics in the Cloud with AI
eBook - ePub

Social Data Analytics in the Cloud with AI

  1. 168 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Social Data Analytics in the Cloud with AI

About this book

The rise of cloud computing and Generative artificial intelligence (AI) has revolutionized data analytics pipelines. Analysts can collect, store, and process vast datasets in the cloud with high availability and scalability, and also leverage Generative AI to query and visualize datasets in natural languages. This pioneering textbook provides a gateway for students, educators, and professionals to develop and enhance social data analytics capabilities with the latest cloud computing and AI technologies. The textbook introduces educational cloud resources from leading technology companies, begins with foundational concepts, and progresses to advanced techniques.

Features

  • The first textbook on cloud-based social data analytics with the assistance of Generative AI.
  • Introduces educational cloud resources from leading technology companies like AWS, GitHub, and MongoDB.
  • Presents a fully AI-powered data analytics pipeline from Python coding to data collection with APIs, cloud-based data storage, natural language queries, and interactive visualization.
  • Analyzes Census and social media data with the latest large language models (LLMs).
  • Provides hands-on exercises with real-world datasets on timely issues.

This textbook is an excellent resource for upper-level undergraduate and graduate students taking GIS, Urban Informatics, Social Science Data Analysis, and Data Science courses; faculty members teaching such courses; and professionals and researchers interested in leveraging cloud computing and Generative AI in social data analytics.

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Table of contents

  1. Cover
  2. Half-Title
  3. Title
  4. Copyright
  5. Contents
  6. Foreword by Michael Batty
  7. Foreword by Budhu Bhaduri
  8. Foreword by Michael F. Goodchild
  9. Preface
  10. Acknowledgments
  11. About the Authors
  12. 1 Introduction
  13. 2 Set up a Free Cloud-based Learning Environment
  14. 3 Introduction to Python Programming and Data Analytics
  15. 4 Data Collection and Storage
  16. 5 Data Process and Query
  17. 6 Data Visualization
  18. 7 Conclusion
  19. Index

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Yes, you can access Social Data Analytics in the Cloud with AI by Xuebin Wei,Xinyue Ye in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Sociology. We have over one million books available in our catalogue for you to explore.