Paul Tune – Medium

Paul Tune

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Towards Data Science

The Unreasonable Ineffectiveness of Deep Learning on Tabular Data

And the recent work to address its poor performance on tabular data

Apr 26, 2020

The Unreasonable Ineffectiveness of Deep Learning on Tabular Data

Apr 26, 2020

Published in
Towards Data Science

Time Series Modeling of Bitcoin Prices

How to use Facebook’s Prophet tool with multiple data sources to try to forecast Bitcoin’s price

Feb 20, 2021

Time Series Modeling of Bitcoin Prices

Feb 20, 2021

Published in
Towards Data Science

The Data Scientist’s Guide to Subscription Businesses

Subscription business metrics, data science applications and more

Oct 9, 2020

The Data Scientist’s Guide to Subscription Businesses

Oct 9, 2020

Published in
Be Yourself

10 Lessons on Life from an AI

Extracting wisdom from a trained GPT-2 model

Aug 3, 2020

10 Lessons on Life from an AI

Aug 3, 2020

Published in
Towards Data Science

Getting Your Machine Learning Model Out to the Real World

Some hard-earned lessons for the practitioner

Jul 25, 2020

Getting Your Machine Learning Model Out to the Real World

Jul 25, 2020

Published in
Towards Data Science

Doubling Your Money with the Kelly Criterion and Bayesian Statistics

How to size bets and win

Jun 6, 2020

Doubling Your Money with the Kelly Criterion and Bayesian Statistics

Jun 6, 2020

Published in
Towards Data Science

How Spotify Understands Your Music Diversity

Measuring user consumption diversity at Spotify to quantify the impact of recommender systems

Jun 2, 2020

How Spotify Understands Your Music Diversity

Jun 2, 2020

“Let me tell you what I think!”

Useless advice and difficult decisions in the course of life

Jan 23, 2020

“Let me tell you what I think!”

Jan 23, 2020

Published in
Towards Data Science

In Praise of the Coin Flip

How the humble coin-flip can help with problems in data science

Jan 19, 2020

In Praise of the Coin Flip

Jan 19, 2020

Published in
Towards Data Science

Learning from The Man who Solved the Market

What can we learn for data science from Jim Simons, the best investor in recent history

Jan 2, 2020

Learning from The Man who Solved the Market

Jan 2, 2020

Paul Tune

Paul Tune

Machine learning engineer at Canva. I work on computer vision and churn modelling. My interests are data science, information theory, finance and investing.

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