Ignite your R workloads with the power of the cloud; How To with SageMaker Notebooks, Studio, Jobs and RStudio — The R programming language is one of the most commonly used languages in the scientific space, being one of the most commonly used languages for machine learning (probably second following python) and arguably the most popular language amongst mathematicians and statisticians. …

A guide to creating reusable containers on SageMaker for R developers — SageMaker is great in terms of giving you full flexibility to use its services with your own runtime and language of choice. …

***Note: Since the release of a new Pipelines step, the LambdaStep, the example proposed in this article can be further simplified to use a lambda step natively in the pipeline, instead of using a callback step and an externally created lambda. To see more on this, check out this notebook.*** Introduction …

A step-by-step guide to preprocessing and visualising data with SageMaker Data Wrangler — Summary Amazon SageMaker Data Wrangler is a new service announced back in December 2020 aiming to simplify the process of data preparation and feature engineering for machine learning. You can use the visual interface of the tool to build preprocessing and visualisation pipelines (or flows as they are called). When ready…