Blog Archives

Introduction to Machine Learning for non-developers

May 7, 2018
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Introduction to Machine Learning for non-developers

A brief introduction to machine learning using the intuition behind decision trees and random forest for non-developers.

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Introduction to Machine Learning for non-developers

May 7, 2018
By
Introduction to Machine Learning for non-developers

A brief introduction to machine learning using the intuition behind decision trees and random forest for non-developers.

Read more »

Data Science Live Book available at Amazon!

April 17, 2018
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Data Science Live Book available at Amazon!

The Data Science Live Book is now available at Amazon! Kindle & Paperback versions! 🚀 Learn Data Science from a practical and intuitive approach using R!

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Data Science Live Book available at Amazon!

April 17, 2018
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Data Science Live Book available at Amazon!

The Data Science Live Book is now available at Amazon! Kindle & Paperback versions! 🚀 Learn Data Science from a practical and intuitive approach using R!

Read more »

Exploratory Data Analysis & Data Preparation with ‘funModeling’

January 24, 2018
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Exploratory Data Analysis & Data Preparation with ‘funModeling’

Exploratory data analysis, data preparation and model performance using 'funModeling' R package.

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Data discretization made easy with funModeling

December 21, 2017
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Data discretization made easy with funModeling

A try to automatize the data preparation discretization stage. Converting numerical variables into categorical to be used in real scenarios.

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Data Science Live Book (open source) ~ new big release! 200-pages

October 29, 2017
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Data Science Live Book (open source) ~ new big release! 200-pages

New big release (200-pages) in the Data Science Live Book -open source- Download available in PDF, eBook and Kindle versions!

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Playing with dimensions: from Clustering, PCA, t-SNE… to Carl Sagan!

March 1, 2017
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Playing with dimensions: from Clustering, PCA, t-SNE… to Carl Sagan!

Explore the intersection of concepts like dimension reduction, clustering, data preparation, PCA, HDBSCAN, k-NN, SOM, deep learning...and Carl Sagan!

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Model Performance in Data Science Live Book

December 8, 2016
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Model Performance in Data Science Live Book

An overview on error analysis through cross-validation, variance, bias, bootstrapping, accuracy and time dependent predictive models.

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Data Science Live Book – Scoring, Model Performance & profiling – Update!

October 17, 2016
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Data Science Live Book – Scoring, Model Performance & profiling – Update!

Data Science Live Book - Scoring, Model Performance & profiling - Update!

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