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-usersFeb 24, 2021Feb 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…Dec 23, 2020Dec 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.Jul 22, 2020Jul 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.Mar 24, 2021Mar 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.Jan 28, 20212Jan 28, 20212
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.Nov 5, 2020Nov 5, 2020
Mark DouthwaiteinTowards Data ScienceObject-Oriented Programming: A Practical Introduction (Part 2)Let’s dig in to the more formal details of OOP.Oct 9, 2020Oct 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.Sep 29, 2020Sep 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.Sep 29, 20203Sep 29, 20203
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.Sep 14, 2020Sep 14, 2020
