Data Science

Background Often as software engineers working within organisations we are coerced into using a software stack that we may not have chosen…

Mono repo with Python Poetry What we are looking to do is create a code repository that can be used as the source for many Python…

Overview We want to test out the installation and management of Posit Connect (previously RStudio Connect). Prerequisites A machine running…

Overview Let’s say we have a brand new Databricks resource that we have just created from Azure. It comes as an empty shell ready for use…

DevOps CICD Pipeline for Databricks This is in reference to this Git repo https://dev.azure.com/mortimer-xyz/mortie23/_git/dbfs-cicd-pieline…

Registering a model in AzureML from Databricks What if we want to use AzureML as a central model repository for all models across many…

Use Docker to host a Python FastAPI service In my preview blog post (Model scoring API) I went through the technical basics of a model…

Fit a decision tree model for predicting win or loss The code this post is relating to is here: https://github.com/mortie23/databricks-nfl…

Create a Databricks database with sample NFL data The code this post is relating to is here: https://github.com/mortie23/databricks-nfl-data…

A basic example of a predictive model scoring API The associate Github repo for this blog post is https://github.com/mortie23/fastapi-linear…

What is Retool Retool is a simple tool for creating a web application. One of the things that makes Retool great is you’re never limited by…

What are we doing We have a server hosting RStudio, and we want encrypt the traffic too and from the RStudio service. We also do not want to…

I was experimenting with Agent based models and came across a really great talk Jackie Kazil | Agent based modelling in Python. This lead me…