Publications by Pabloc
Data discretization made easy with funModeling
tl;dr: Convert numerical variables into categorical, as it is shown in the next image. ⏳ Reading time ~ 6 min. Let’s start! The package funModeling (from version > 1.6.6) introduces two functions— discretize_get_bins & discretize_df —that work together in order to help us in the discretization task. # First we load the libraries # ins...
6096 sym R (3387 sym/6 pcs) 10 img
Exploratory Data Analysis & Data Preparation with ‘funModeling’
funModeling quick-start This package contains a set of functions related to exploratory data analysis, data preparation, and model performance. It is used by people coming from business, research, and teaching (professors and students). funModeling is intimately related to the Data Science Live Book -Open Source- (2017) in the sense that most of...
8453 sym R (9706 sym/23 pcs) 26 img
Data Science Live Book available at Amazon!
Hi there! tl;dr: The Data Science Live Book is now available at Amazon! Kindle & Paperback versions! ? ? See at Amazon ?! Link to the black & white version, also available on full-color. It can be shipped to over 100 countries. ? Introduction It’s a book to learn data science, machine learning and data analysis with tons of examples and expla...
3630 sym 8 img
Data Science Live Book available at Amazon!
Hi there! tl;dr: The Data Science Live Book is now available at Amazon! Kindle & Paperback versions! ? ? See at Amazon ?! Link to the black & white version, also available on full-color. It can be shipped to over 100 countries. ? Introduction It’s a book to learn data science, machine learning and data analysis with tons of examples and expl...
3575 sym 8 img
Introduction to Machine Learning for non-developers
About Machine Learning We all know that machine learning is about handling data, but it also can be seen as: The art of finding order in data by browsing its inner information. Some background on predictive models There are several types of predictive models. These models usually have several input columns and one target or outcome column, whic...
4377 sym 16 img
Introduction to Machine Learning for non-developers
About Machine Learning We all know that machine learning is about handling data, but it also can be seen as: The art of finding order in data by browsing its inner information. Some background on predictive models There are several types of predictive models. These models usually have several input columns and one target or outcome column, whic...
4376 sym 16 img