July 2022
Beginner to intermediate
381 pages
9h 22m
English
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Index
Symbols
- !! operator, Access to Global Variables
- !!! operator, Access to Global Variables
- %>% (magrittr pipe operator), Design for the Pipe and Functional Programming
- + operator for interaction specifications, Interaction Terms
A
- acceptance probability, simulated annealing, Simulated Annealing Search Process
- acquisition functions, Acquisition Functions-Acquisition Functions
- activation function, Tuning Parameters for Different Types of Models
- add_candidates(), Creating the Training Set for Stacking
- add_formula(), How Does a workflow() Use the Formula?
- add_model(), Special Formulas and Inline Functions
- add_role(), Column Roles
- add_variables(), Adding Raw Variables to the workflow()-Adding Raw Variables to the workflow(), Special Formulas and Inline Functions
- Akaike information criterion (AIC), A More Complex Model
- aliasing, category values mapping to same hash value, Feature Hashing
- all_nominal_predictors(), A Simple recipe() for the Ames Housing Data
- alternative hypothesis, Inferential Models
- Alzheimer’s study, and inferential model’s limitations, Performance Metrics and Inference
- Ames housing data set, The Ames Housing Data-Exploring Features of Homes in Ames
- data analysis code development, Chapter Summary, Chapter Summary, Chapter Summary, Chapter Summary, Chapter Summary, Chapter Summary
- data budget, Common Methods for Splitting Data-Common Methods for Splitting Data, Multilevel Data
- encoding qualitative data in numeric format, Encoding Qualitative Data in a Numeric Format-Encoding Qualitative ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.