Now with major changes in regulations, it has become even more important that personal data is secured and only seen by the right people. …

I recently completed the AWS Machine Learning Specialty Exam. As part of my studying process, I created a set of notes, which include high-level overviews of all the topics I needed to know, along with a glossary of key terminology. Based on the feedback I received for my previous set…

This blog is part of a blog series giving a high level overview of Machine Learning theory and the AWS services examined on the AWS Machine Learning Specialty exam. To view the whole series click here. Data is all around us and is an essential part of Machine Learning. Before…

This blog is part of a blog series giving a high level overview of Machine Learning theory and the AWS services examined on the AWS Machine Learning Specialty exam. To view the whole series click here. When working with machine learning you will need access to data and within AWS…

This blog is part of a blog series giving a high level overview of Machine Learning theory and the AWS services examined on the AWS Machine Learning Specialty exam. To view the whole series click here. When working on large Machine Learning projects, you need data. However, raw data is…

This blog is part of a blog series giving a high level overview of Machine Learning theory and the AWS services examined on the AWS Machine Learning Specialty exam. To view the whole series click here. Now that you have a solid grasp of data pre-processing techniques, let’s explore how…

This blog is part of a blog series giving a high level overview of Machine Learning theory and the AWS services examined on the AWS Machine Learning Specialty exam. To view the whole series click here Data Visualisations can play a number of different roles within Machine Learning projects. They…

This blog is part of a blog series giving a high level overview of Machine Learning theory and the AWS services examined on the AWS Machine Learning Specialty exam. To view the whole series click here. AWS Kinesis is a suite of managed services for collecting, processing, and analysing real-time…

When working with AWS services I have been using Terraform as my Infra As Code. In the project I am currently working on I have a CI/CD pipeline for deploying project code using GitHub actions. However, I would now like to extend my pipeline to deploy any infrastructure changes when…