Luke Metcalfe

Luke Metcalfe

Data Scientist, Microburbs | Sydney, Australia

Luke is a successful tech entrepreneur who has been commercialising data since 1998. With 38 years as a coder and 20 years building data teams, his approach is simultaneously lateral and analytical. Luke’s previous business, NetComber, crawled 300 million websites and used machine learning to identify the owners of websites based on programming style. It was sold to a US company in 2014.

He’s best known for NationMaster which applied sophisticated algorithms to synthesise thousands of sources to allow users to compare countries in 10,000 ways. Featured on New York Times, CNN, the BBC and recommended by the Harvard Business School and American Library Association, it has served over 850 million pageviews.

Luke’s latest public website, Microburbs, provides detailed reports on every address in Australia and associated machine-learned insights.

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Download Luke Metcalfe's Talk Schedule at GIDS.AI/ML&Data Live 2020
Download Luke Metcalfe's Talk Schedule at GIDS Live 2020 Series

All Sessions by Luke Metcalfe

25 mins
The Importance of Exploratory Data Analysis

Endlessly tweaking machine learning models will rarely get you the best results. Backed with practical examples in Python/pandas/scikit-learn/Jupyter, this talk...