mattdevdba.hashnode.devScaling ML Education With AWS DeepRacerIn this blog post I will outline how we used DeepRacer to scale Machine Learning (ML) education across our organisation. The blog will cover: How to acquire the cars, track and build the associated event space. The various roles on our Pit Crew and...Aug 30, 2023·16 min read
mattdevdba.hashnode.devSSL For RDS With Glue Python Job and AWS SDK For PandasThis blog post is the result of a recent interaction with AWS Support. As always they were very helpful in resolving the issue. AWS SDK For Pandas Recently AWS renamed the AWS data wrangler python library to AWS SDK for Pandas. This is an AWS Profes...Nov 6, 2022·3 min read
mattdevdba.hashnode.devUsing Athena Views As A Source In GlueWhilst working with AWS Glue recently I noticed that I was unable to use a view created in Athena as a source for an ETL job in the same way that I could use a table that had been cataloged. The error I received was this. An error occurred while call...Feb 16, 2022·4 min read
mattdevdba.hashnode.devWhat's New in ML? re:Invent ML KeynoteIt's week two of re:Invent and that includes the first ever dedicated keynote for Machine Learning. Here are the features that I found interesting. Aurora ML This feature aims to bring ML to SQL without you needing to learn ML. Running your query Am...Dec 8, 2020·4 min read
mattdevdba.hashnode.devUnify data silos with AWS AppSyncSilos Most organisations that process data will have experienced the concept of data in silos. This is where an application is built for a particular purpose and tied to a data store. While this may solve a particular business problem, as time passes...Dec 6, 2020·10 min read
