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This tutorial will introduce the Deep Learning classification task with Keras. With focus on one-hot encoding, layer shapes, train & evaluate the model.How to create a sequential model in Keras for R
Analyzing the relationship between the sample size and how it impacts on the accuracy in a classification model
Centered around Bookdown, we will review some non-standard customizations in order to self-publish a book.
tl;dr: A list of useful resources aimed to self-publish a book on Amazon using Bookdown.
Exploratory data analysis (EDA) the very first step in a data project. We will create a code-template to achieve this with one function.
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!