Cloud Computing Startup for Data Science- A Tutorial

Cloud computing has revolutionized analysis of large datasets. This tutorial provides a comprehensive, practical guide for research groups seeking to leverage cloud platforms for data analysis. The tutorial covers the foundations of cloud computing, including its history, rationale, and use cases for research, followed by detailed comparisons of the 3 major platforms: Google Cloud Platform (GCP), Amazon Web Services (AWS), and Microsoft Azure. Side-by-side comparisons of services, costs, ease of use, and selection guidelines assist researchers in choosing the most appropriate platform. A complete step-by-step example using hospital price transparency data demonstrates the entire workflow from account creation through results retrieval, enabling researchers to begin productive cloud-based analysis within hours.

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Publication Details

Journal
The American Surgeon
Published
2026-03-21
DOI
https://doi.org/10.1177/00031348261433646
Primary Topic
Cloud Computing and Resource Management
Type
article
Field-Weighted Citation Impact
0.00
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article

Cloud Computing Startup for Data Science- A Tutorial

Joseph Adam Sujka, Lorenzo Hiraldo, Andrew C. Kuo, Rachel L. Wolansky et al.
The American Surgeon
Cloud Computing and Resource Management
article

Cloud Computing Startup for Data Science- A Tutorial

Joseph Adam Sujka, Lorenzo Hiraldo, Andrew C. Kuo, Rachel L. Wolansky, Paul C. Kuo
article en

Abstract

Cloud computing has revolutionized analysis of large datasets. This tutorial provides a comprehensive, practical guide for research groups seeking to leverage cloud platforms for data analysis. The tutorial covers the foundations of cloud computing, including its history, rationale, and use cases for research, followed by detailed comparisons of the 3 major platforms: Google Cloud Platform (GCP), Amazon Web Services (AWS), and Microsoft Azure. Side-by-side comparisons of services, costs, ease of use, and selection guidelines assist researchers in choosing the most appropriate platform. A complete step-by-step example using hospital price transparency data demonstrates the entire workflow from account creation through results retrieval, enabling researchers to begin productive cloud-based analysis within hours.

The American Surgeon
University of South Florida (US)
Openalex Percentile: Top 13%
Cloud Computing and Resource Management
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