A brief introduction to machine learning using the intuition behind decision trees and random forest for non-developers.
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A brief introduction to machine learning using the intuition behind decision trees and random forest for non-developers.
A brief introduction to machine learning using the intuition behind decision trees and random forest for non-developers.
The Data Science Live Book is now available at Amazon! Kindle & Paperback versions! 🚀 Learn Data Science from a practical and intuitive approach using R!
The Data Science Live Book is now available at Amazon! Kindle & Paperback versions! 🚀 Learn Data Science from a practical and intuitive approach using R!
Exploratory data analysis, data preparation and model performance using 'funModeling' R package.
A try to automatize the data preparation discretization stage. Converting numerical variables into categorical to be used in real scenarios.
New big release (200-pages) in the Data Science Live Book -open source- Download available in PDF, eBook and Kindle versions!
Explore the intersection of concepts like dimension reduction, clustering, data preparation, PCA, HDBSCAN, k-NN, SOM, deep learning...and Carl Sagan!
An overview on error analysis through cross-validation, variance, bias, bootstrapping, accuracy and time dependent predictive models.
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