John Hawkins – Medium

John Hawkins

Featured Book

Getting Data Science Done: Managing Projects from Ideas to Products

Getting Data Science Done outlines the stages of data science projects, it is a guide to help you clearly define, plan and manage your project.

2022

John Hawkins

Stories

Pinned

John Hawkins
in
Towards Data Science

Improving Machine Learning Outcomes

Focusing on Framing, Timing, and Targets

Jul 15, 2021

Jul 15, 2021

John Hawkins
in
Towards Data Engineering

What’s in a domain?

Jun 6

Jun 6

John Hawkins

Data Science: Theory Vs Practice

There is an expression you may have heard that offers a subtle value judgement against people who elevate theoretical ideas. Originally…

Sep 21, 2023

Sep 21, 2023

John Hawkins
in
GumGum Tech Blog

Measuring Attention on Advertising

In this post we will explore how we build scalable attention measurement models for digital advertising at Playground XYZ. The content is…

Mar 21, 2023

Photo of a closeup of an eye with a rainbow shadow going through it

Mar 21, 2023

John Hawkins

ChatGPT, AGI and the Turing Test

As I write this article discussions of ChatGPT are happening everywhere.

Jan 16, 2023

Jan 16, 2023

John Hawkins

Why all scientists are not data scientists

Preface: This blog post was originally published in 2017 when these memes were flowing thick and fast. It is still relevant today given the…

Oct 14, 2022

Why all scientists are not data scientists

Oct 14, 2022

John Hawkins
in
Towards Data Science

Does Autocorrect Make Life Better?

A cautionary tale of systemic machine learning failure

Oct 8, 2022

Oct 8, 2022

John Hawkins

Hi Nwamaka,

I am not sure if my previous comment came through. Please ignore if it did.

Sep 15, 2022

John Hawkins

Getting Models into Production

Patterns for managing the interface between data science and engineering teams

Sep 5, 2022

Sep 5, 2022

John Hawkins

What are Minimum Viable Machine Learning Models?

In an ideal world we would priortise all our machine learning projects according to their expected payoff. This would require a reasonable…

Feb 24, 2021