R Cloud Deployment: Build Scalable Pipelines, Deploy Models, and Run Production Data Science Systems on Aws, Gcp, and Azure

Name: R Cloud Deployment: Build Scalable Pipelines, Deploy Models, and Run Production Data Science Systems on Aws, Gcp, and Azure
Brand: Independently Published
SKU: 9798253556559
Price: 1722.0 INR
Availability: InStock

by Lamina J. a.

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ISBN13: 9798253556559
Binding: Paperback
Subject: N/A
Publisher: Independently Published
Publisher Imprint: Independently Published
Publication Date: March 24, 2026
Pages: 118
Original Price: USD 20.0
Language: English
Edition: N/A
Item Weight: 168 grams
BISAC Subject(s): Probability & Statistics / General

About The Book

R CLOUD DEPLOYMENT
Build Scalable Pipelines, Deploy Models, and Run Production Data Science Systems on AWS, GCP, and AzureMost R users can build models.
Almost none can deploy them.
That's the gap and it's why most data science work never makes it into real systems.

This book is built for one purpose: turning R workflows into production-ready, cloud-native systems that actually run, scale, and deliver results.

No theory dumps. No academic fluff. No shallow tutorials.

Instead, you'll learn how to take real R projects and transform them into fully operational data systems-from ingestion to deployment.

WHAT YOU'LL BUILD INSIDE

Containerized R environments using Docker
Scalable pipelines running on AWS, GCP, and Azure
Real-time APIs using Plumber
Automated workflows with Airflow and cloud orchestration tools
Distributed data processing with Spark and parallel R
Serverless R functions for event-driven systems
Production-grade model deployment with CI/CD
Monitoring systems that detect failures before they cost you

WHAT MAKES THIS BOOK DIFFERENT

Most books teach R as a language.

This book teaches R as a production system.

You won't just write code you'll build:

Systems that run without manual intervention
Pipelines that don't break under real data
APIs that handle real traffic
Architectures that scale with demand

WHO THIS IS FOR

Data scientists tired of models that never get deployed
R users who want to move into production and MLOps
Analysts building scalable pipelines and automation systems
Engineers integrating R into cloud-based workflows

WHAT YOU WALK AWAY WITH

By the end of this book, you won't just understand cloud deployment-you'll have built:

A complete end-to-end R system
Automated pipelines running in the cloud
Scalable APIs serving real predictions
A deployment workflow you can reuse across projects

If your R work stops at scripts, you're leaving value on the table.

This book shows you how to turn it into systems that actually run in the real world.

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