Python Feature Engineering Cookbook
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Python Feature Engineering Cookbook
A complete guide to crafting powerful features for your machine learning models
Molnar, Christoph; Galli, Soledad
Packt Publishing Limited
08/2024
396
Mole
9781835883587
15 a 20 dias
Descrição não disponível.
Table of Contents
Imputing Missing Data
Encoding Categorical Variables
Transforming Numerical Variables
Performing Variable Discretization
Working with Outliers
Extracting Features from Date and Time Variables
Performing Feature Scaling
Creating New Features
Extracting Features from Relational Data with Featuretools
Creating Features from a Time Series with tsfresh
Extracting Features from Text Variables
Imputing Missing Data
Encoding Categorical Variables
Transforming Numerical Variables
Performing Variable Discretization
Working with Outliers
Extracting Features from Date and Time Variables
Performing Feature Scaling
Creating New Features
Extracting Features from Relational Data with Featuretools
Creating Features from a Time Series with tsfresh
Extracting Features from Text Variables
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Python book; Python cookbook; Python machine; Python data science handbook; data science books; Data Processing; Time Series Analysis; Python Libraries; hands-on data preprocessing in Python
Table of Contents
Imputing Missing Data
Encoding Categorical Variables
Transforming Numerical Variables
Performing Variable Discretization
Working with Outliers
Extracting Features from Date and Time Variables
Performing Feature Scaling
Creating New Features
Extracting Features from Relational Data with Featuretools
Creating Features from a Time Series with tsfresh
Extracting Features from Text Variables
Imputing Missing Data
Encoding Categorical Variables
Transforming Numerical Variables
Performing Variable Discretization
Working with Outliers
Extracting Features from Date and Time Variables
Performing Feature Scaling
Creating New Features
Extracting Features from Relational Data with Featuretools
Creating Features from a Time Series with tsfresh
Extracting Features from Text Variables
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
