MLOps – Machine Learning 2.0

The future of machine learning is MLOps: automating as much as possible for data scientists, so that they can iterate and get rapid feedback.

Exploring Amazon Sagemaker Studio and AutoPilot

SageMaker Studio was announced at AWS re:Invent 2019, as a web-based IDE for working with Machine Learning models. It incorporates the other SageMaker components also released at the same time: AutoPilot, Debugger, Model Monitor, and Notebooks.

AWS Summit Sydney 2019

In this post I review some of the great things from the AWS Summit Sydney that took place May 1st – 2nd 2019.

Introduction to R

Sometimes using Excel to look at data works really well. Other times, such as when you are trying to make sense of a 170MB file of AWS EC2 pricing data it just sucks. Luckily R exists and can do the job really well! In this post I’ll run through some of the features of R and produce a nicely formatted CSV of on-demand EC2 pricing data.