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You are here: Home ▶ Limited-Time Offers ▶ Python Feature Engineering Cookbook

Python Feature Engineering Cookbook

August 18, 2020

Python Feature Engineering Cookbook

With Python Feature Engineering Cookbook, uncover the end-to-end feature engineering process across continuous, discrete, and unstructured datasets. Implement modern feature extraction techniques using Python’s pandas, scikit-learn, SciPy and NumPy libraries. (Limited-time offer)

Book Description

  • Foreseeing Variable Problems When Building ML Models
  • Imputing Missing Data
  • Encoding Categorical Variables
  • Transforming Numerical Variables
  • Performing Variable Discretization
  • Working with Outliers
  • Deriving Features from Dates and Time Variables
  • Performing Feature Scaling
  • Applying Mathematical Computations to Features
  • Creating Features with Transactional and Time Series Data
  • Extracting Features from Text Variables

Download Free PDF / Read Online

Author(s): Soledad Galli
Publisher: Packt Publishing
Published: January 22, 2020
Format(s): Online
File size: –
Number of pages: 372
Download / View Link(s): This offer has ended.
Free as of 08/18/2020.

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