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.
Articles by Pablo Casas
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!
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!
Model Performance in Data Science Live Book
An overview on error analysis through cross-validation, variance, bias, bootstrapping, accuracy and time dependent predictive models.
Data Science Live Book – Scoring, Model Performance & profiling – Update!
Data Science Live Book - Scoring, Model Performance & profiling - Update! [Read more...]
Data Science Live Book (open source)
Learn data science, data preparation, selecting best variables and more with this collaborative book [Read more...]
Time Series Analysis Using Max/Min… and some Neuroscience.
Time series analysis using max and min to describe brain signal data (event related potential). [Read more...]
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