Social Data Analytics in the Cloud with AI - Wei, Xuebin; Ye, Xinyue; - Prospero Internet Bookshop
Basket (0)
Wishlist (0)
Your personal newsletter
__

 
Product details:
ISBN13:9781032569055
ISBN10:10325690511
Binding:Hardback
No. of pages:184 pages
Size:234x156 mm
Weight:498 g
Language:English
Illustrations: 74 Illustrations, black & white; 14 Illustrations, color; 50 Halftones, black & white; 13 Halftones, color; 24 Line drawings, black & white; 1 Line drawings, color; 27 Tables, black & white
699
Category:

Social Data Analytics in the Cloud with AI

 
Edition number: 1
Publisher: CRC Press
Date of Publication:
 
Normal price:
Publisher's listprice:
GBP 74.99
Estimated price in HUF:
39 369 HUF (37 495 HUF + 5% VAT)
Why estimated?
 
Your price:
35 433 (33 746 HUF + 5% VAT )
discount is: 10% (approx 3 937 HUF off)
The discount is only available for 'Alert of Favourite Topics' newsletter recipients.
Click here to subscribe.
 
Availability:
Estimated delivery time: In stock at the publisher, but not at Prospero's office. Delivery time approx. 3-5 weeks.
Not in stock at Prospero.
Can't you provide more accurate information?
 
Add to basket
  Piece(s)

 
Short description:

This textbook helps students and educators prepare for the future by studying and teaching in the cloud and learning how to use modern cloud computing resources to process and analyze data and access the latest technologies with a modern browser. It also helps students and universities reduce costs while accessing the latest technologies.

Long description:

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.

Table of Contents:

Introduction.  Set up a Free Cloud-based Learning Environment.  Introduction to Python Programming and Data Analytics.  Data Collection and Storage.  Data Process and Query.  Data Visualization.  Conclusion.