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Mateo Restrepo

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Building La Haus

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Mateo Restrepo

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May 5, 2021

Aplicando machine learning en un marketplace inmobiliario

En muchas ocasiones, cuando digo que soy matemático de profesión y que trabajo aplicando técnicas de machine learning o analítica…

Aplicando machine learning en un marketplace inmobiliario

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TDS Archive

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Mateo Restrepo

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Mar 4, 2019

Explaining data science, AI, ML and deep learning to management — a presentation and a script —…

This series of three posts is meant to serve as an accompanying script for the Prezi presentation “Data science, AI, ML, DL and all that…

Explaining data science, AI, ML and deep learning to management — a presentation and a script —…

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TDS Archive

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Mateo Restrepo

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Feb 25, 2019

Explaining data science, AI, ML and deep learning to management — a presentation and a script —…

Introduction

Explaining data science, AI, ML and deep learning to management — a presentation and a script —…

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TDS Archive

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Mateo Restrepo

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Oct 12, 2018

Impressions and Lessons from the O’Reilly AI Conf 2018

I recently attended the O’Reilly Artificial Intelligence Conference 2018. I am writing this post to share my experiences, and some of the…

Impressions and Lessons from the O’Reilly AI Conf 2018

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TDS Archive

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Mateo Restrepo

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Aug 29, 2018

Doing XGBoost hyper-parameter tuning the smart way — Part 1 of 2

In this post and the next, we will look at one of the trickiest and most critical problems in Machine Learning (ML): Hyper-parameter…

Doing XGBoost hyper-parameter tuning the smart way — Part 1 of 2

Mateo Restrepo

·

Jul 16, 2018

Python for big data computation on a single computer

Is it possible to process big data on a laptop? Most people would answer with a blatant no. In this post, I would like to convince you that…

Python for big data computation on a single computer

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TDS Archive

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Mateo Restrepo

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May 11, 2018

WHY did your model predict THAT? (Part 2 of 2)

For the first part of this post, go here. There, we motivate the need for classifier prediction explanations, mention previous work (the…

WHY did your model predict THAT? (Part 2 of 2)

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TDS Archive

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Mateo Restrepo

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May 7, 2018

WHY did your model predict THAT? (Part 1 of 2)

In this post, we present a simple and scalable approach for producing easily interpretable explanations for the individual predictions of…

WHY did your model predict THAT? (Part 1 of 2)

Mateo Restrepo

Mateo Restrepo

Lead of Data Centered Solutions (and ML) at La Haus (https://www.lahaus.com/) Ph.D. in Applied Mathematics Machine Learning and Programming enthusiast.

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