Tag: R

Resources about R collected from the weekly GCP Weekly newsletter — a hand-curated collection of Google Cloud Platform news, technical articles, tutorials, videos and release notes. Each entry below links back to the original GCP Weekly issue and retains its publish date and title, giving you a focused, searchable knowledge base for this topic.

Data Science R Serverless July 29, 2024

Serverless Data Science with R on Google Cloud - Non-Spark R Workloads.

Cloud Storage R April 24, 2023

How to Leverage R and Google Cloud Storage for Scalable Analytics: Examples and Use Cases - A comprehensive guide to integrating R with GCP Cloud Storage for efficient data management.

Data Analytics Official Blog R Vertex AI Dec. 26, 2022

Perform hyperparameter tuning using R and caret on Vertex AI - How to perform hyperparameter tuning on Vertex AI using custom containers for models written in R.

AI Platform Notebooks Jupyter Notebook Machine Learning R Vertex AI Sept. 12, 2022

Marketing Mix Modelling with Robyn on Vertex AI - Running MMM (marketing mix modelling) analysis with Robyn on Vertex AI.

Data Analytics Machine Learning Official Blog R Vertex AI Aug. 1, 2022

Use R to train and deploy machine learning models on Vertex AI - How to train and deploy a machine learning model with R on Vertex AI.

Cloud Scheduler Docker R Jan. 10, 2022

Automate R code in the Cloud - In this tutorial, you will learn how to create a Docker container containing R script and schedule it.

Data Science Docker R Tutorial April 19, 2021

Dockerizing and deploying a Shiny dashboard on Google Cloud - A step-by-step guide to bringing Shiny to the cloud.

Compute Engine R Tutorial Jan. 11, 2021

RStudio Server on GCP: the right way - This quick tutorial details how to install an RStudio Server on a Google Cloud Virtual Machine and how to easily enable remote access in a secure manner through SSH port forwarding.

R Jan. 4, 2021

Use Cases for R on Google Cloud Platform

Cloud Run R July 6, 2020

Shiny on Google Cloud Run - Scale-to-Zero R Web Apps - Deploying R Shiny apps to Cloud Run.

Cloud Functions Firebase R June 29, 2020

Online payments for data science apps (DSaaS) using R, Shiny, Firebase, Paddle and Google Cloud Functions - A template for R users to create paid subscription services for Shiny Apps on GCP.

Compute Engine R Tutorial June 15, 2020

Using RStudio With An iPad - Setting up R Studio on Compute Engine.

Beginner Compute Engine R May 11, 2020

Running R/RStudio in a GCP VM - The article explains how to setup RStudio on preemptible server.

Cloud Run R Jan. 27, 2020

Introducing googleCloudRunner - serverless R on Google Cloud Platform - As easy as possible R scripts in the cloud, via Cloud Run, Cloud Build and Cloud Scheduler. Continuous Development and Integration tools on Google Cloud Platform.

Data Science R June 24, 2019

From College to the Pros with Google Cloud Platform (Part 2) - The second part of NBA players analysis.

AI Platform Notebooks Official Blog R June 17, 2019

AI Platform Notebooks now supports R in beta - Support for R on AI Platform Notebooks means you can now spin up a web-based development environment with JupyterLab, IRkernel, xgboost, ggplot2, caret, rpy2 and other key R libraries pre-installed.

AI Platform Notebooks R June 10, 2019

R lang + GCP = - AI Platform Notebooks and Deep Learning VMs now support R.

Cloud ML R TensorFlow June 3, 2019

All Aboard the cloudml_train() - A step by step guide on how to use RStudio locally to train with CloudML remotely.

Docker R March 4, 2019

R at scale on the Google Cloud Platform - Different approaches to work with R on GCP.

Big Data BigQuery Cloud Marketplace R March 4, 2019

RStudio and BigQuery in under 30 minutes - Article describes steps to provision an RStudio instance on Google Compute Engine and use it to do complex analytics on BigQuery.