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Cartesian Faith

~ Insights of a modern alchemist

Cartesian Faith

Previous articles

Modeling data with functional programming, Part I

April 14, 2017

The latest draft of my book is available. This will be my last pre-publication update, as I’m in the process …

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What you need to know about data augmentation for machine learning

October 6, 2016

Plentiful high-quality data is the key to great machine learning models. But good data doesn’t grow on trees, and that …

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A simple workflow for deep learning

September 29, 2016

As a follow-up to my Primer On Universal Function Approximation with Deep Learning, I’ve created a project on Github that …

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A primer on universal function approximation with deep learning (in Torch and R)

September 23, 2016

Arthur C. Clarke famously stated that “any sufficiently advanced technology is indistinguishable from magic.” No current technology embodies this statement …

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Lead your own data science projects with the 3 Ps

September 9, 2016

There’s a lot of literature on learning the technical aspect of data science: statistics, machine learning, data munging, big data. …

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Best practices for logging computational systems in R and Python

July 7, 2016

As is the case with most quant software, it’s a bit different from run-of-the-mill software. The somewhat prosaic world of …

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How to write good tests in R

June 30, 2016

Testing is an often overlooked yet critical component of any software system. In some ways this is more true of …

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Modeling data with functional programming – State based systems

May 19, 2016

UPDATE: This draft is obsolete. Please see latest draft at I’m pleased to announce the availability of my latest chapter …

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Rosie the Robot vs Roomba: Two Views on AI

March 31, 2016

This site generously supported by Datacamp. Datacamp offers a free interactive introduction to R coding tutorial as an additional resource. …

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Using Occam’s Razor to solve genius math puzzles

March 4, 2016

Math puzzles always tickle the brain, and this one has tickled quite a few on LinkedIn. Why are these puzzles …

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