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Hands-On Transfer Learning with Python
book

Hands-On Transfer Learning with Python

by Dipanjan Sarkar, Raghav Bali, Tamoghna Ghosh
August 2018
Intermediate to advanced
438 pages
12h 3m
English
Packt Publishing
Content preview from Hands-On Transfer Learning with Python

Data preparation

It is worth reiterating that this is where the maximum time is spent in the whole pipeline. This is a fairly detailed step that involves fundamental and important sub-steps, which include:

  • Exploratory data analysis
  • Data processing and wrangling
  • Feature engineering and extraction
  • Feature scaling and selection
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Publisher Resources

ISBN: 9781788831307Supplemental Content