PinnedMark DouthwaiteinGeek CultureLoad Testing a ML Model APIDeploying a Machine Learning (ML) model as a live service to be consumed by a business-critical system or directly by end-users20 min read·Feb 24, 2021----
PinnedMark DouthwaiteinThe StartupData Science in 2020: TechnologyA deep dive into the Data Science community’s favourite technologies of 2020 through the tech they’ve written about and celebrated the…16 min read·Dec 23, 2020----
PinnedMark DouthwaiteinTowards Data ScienceA Brief Introduction to Serverless ComputingThis post introduces some of the basic ideas of serverless computing, and helps you deploy a serverless app to GCP.8 min read·Jul 22, 2020----
Mark DouthwaiteinTowards Data Science7 Reasons To Work At A Startup, And 1 Reason Not ToFind out if life at a Machine Learning startup is for you.12 min read·Mar 24, 2021----
Mark DouthwaiteinTowards Data ScienceFlask in Production: Minimal Web APIsGetting APIs into production can be a bewildering prospect. This post gives you tips and a template for using Flask in production.21 min read·Jan 28, 2021--2--2
Mark DouthwaiteinTowards Data ScienceA Gentle Introduction: Automating Machine Learning PipelinesDeploying a model quickly and confidently is hard. This post shows you how to automate ML pipelines to make your life that bit easier.13 min read·Nov 5, 2020----
Mark DouthwaiteinTowards Data ScienceObject-Oriented Programming: A Practical Introduction (Part 2)Let’s dig in to the more formal details of OOP.11 min read·Oct 9, 2020----
Mark DouthwaiteinTowards Data ScienceFire: Simple CLIs done rightCreating CLIs can help improve accessibility and reuse of your ML pipelines, but they can be a pain to set up. Enter Fire.5 min read·Sep 29, 2020----
Mark DouthwaiteinTowards Data ScienceDeploying Streamlit Apps to GCPStreamlit is a minimal, modern data visualization framework for Python. Learn how to deploy a Streamlitapp to GCP.6 min read·Sep 29, 2020--3--3
Mark DouthwaiteinTowards Data ScienceObject-Oriented Programming: A Practical Introduction (Part 1)Object-Oriented Programming is a staple of the modern software engineering toolbox. This article gives a gentle introduction to key ideas.11 min read·Sep 14, 2020----