Mateo Restrepo – Medium

Mateo Restrepo

Mateo Restrepo
in
Building La Haus

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…

May 5, 2021

Aplicando machine learning en un marketplace inmobiliario

May 5, 2021

Mateo Restrepo
in
Towards Data Science

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…

Mar 4, 2019

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

Mar 4, 2019

Mateo Restrepo
in
Towards Data Science

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

Introduction

Feb 25, 2019

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

Feb 25, 2019

Mateo Restrepo
in
Towards Data Science

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…

Oct 12, 2018

Impressions and Lessons from the O’Reilly AI Conf 2018

Oct 12, 2018

Mateo Restrepo
in
Towards Data Science

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…

Aug 29, 2018

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

Aug 29, 2018

Mateo Restrepo

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…

Jul 16, 2018

Python for big data computation on a single computer

Jul 16, 2018

Mateo Restrepo
in
Towards Data Science

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…

May 11, 2018

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

May 11, 2018

Mateo Restrepo
in
Towards Data Science

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…

May 7, 2018

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

May 7, 2018

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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