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John Hawkins

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Getting Data Science Done: Managing Projects from Ideas to Products

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

Stories

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Published in
TDS Archive

Improving Machine Learning Outcomes

Focusing on Framing, Timing, and Targets

Jul 15, 2021

Improving Machine Learning Outcomes

Jul 15, 2021

Published in
GumGum Tech Blog

Few-Shot Prompting for Classification with LangChain

The dominant efficiency use case of Large Language Models (LLMs) is to generate initial chunks of content (be it code or document drafts)…

Jan 7

Few-Shot Prompting for Classification with LangChain

Jan 7

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Published in
TDS Archive

Training Language Models on Google Colab

A guide to iterative fine-tuning and serialisation

Dec 4, 2024

Training Language Models on Google Colab

Dec 4, 2024

Published in
Towards Data Engineering

What’s in a domain?

Jun 6, 2024

What’s in a domain?

Jun 6, 2024

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

Data Science: Theory Vs Practice

Sep 21, 2023

Published 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

ChatGPT, AGI and the Turing Test

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

Jan 16, 2023

ChatGPT, AGI and the Turing Test

Jan 16, 2023

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

Published in
TDS Archive

Does Autocorrect Make Life Better?

A cautionary tale of systemic machine learning failure

Oct 8, 2022

Does Autocorrect Make Life Better?

Oct 8, 2022

Hi Nwamaka,

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

Sep 15, 2022

Sep 15, 2022

John Hawkins

John Hawkins

Book Author

Chief Scientist at Gum Gum (Formerly PlaygroundXYZ.com) | Computer Scientist | Open-Source Developer | Author of Getting-Data-Science-Done.com

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