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

Martin Goodson

Jun 26, 2015 • 1 min read

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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 traps

Martin Goodson Nov 1, 2016 • 5 min read

Debate on Data Science at the Royal Statistical Society

Debate hosted at the Royal Statistical Society, 19th May 2015. Zoubin Ghahramani (Professor of Machine Learning, University of Cambridge) Chris Wiggins (Chief Data Scientist, New York Times) David Hand (Emeritus Professor of Mathematics, Imperial College) Francine Bennett (Founder, Mastodon-C) Patrick Wolfe (Professor of Statistics, UCL / Executive Director, UCL Big Data

Martin Goodson Nov 3, 2015 • 1 min read

Most Winning A/B Test Results are Illusory

Whitepaper about errors in A/B testing, written for Qubit. Covered at qz.com and Hacker News Introduction Marketers have begun to question the value of A/B testing, asking: ‘Where is my 20% uplift? Why doesn’t it ever seem to appear in the bottom line?’ Their A/B

Martin Goodson Nov 1, 2015 • 1 min read

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