Martin Goodson

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NLP on a Billion Documents: Scalable Machine Learning with Apache Spark

Martin Goodson

26 Jun 2015

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I made a Book Recommendation site

I've recently been trying to read more books and spend less time on the internet. To help me do that, I built a book recommendation site. (Naturally, I've been spending so much time on building the book recommendation site that I haven't had much

12 Aug 2026 1 min read

Developing a high performance machine learning algorithm

[The following is my mini-chapter contribution to High Performance Python, 2nd Edition by Ian Ozsvald and Micha Gorelick (O'Reilly)] We had overpromised to our customers and our machine learning models were making a stream of errors in production. Our banking customers depend on our software to accurately

30 Jun 2026 4 min read

Ten Ways Your Data Project is Going to Fail

Introduction Data science continues to generate excitement and yet real-world results can often disappoint business stakeholders. How can we mitigate risk and ensure results match expectations? Working as a technical data scientist at the interface between R&D and commercial operations has given me an insight into the

01 Nov 2016 5 min read

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