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Hands-On Automated Machine Learning
book

Hands-On Automated Machine Learning

by Sibanjan Das, Umit Mert Cakmak
April 2018
Beginner to intermediate content levelBeginner to intermediate
282 pages
6h 52m
English
Packt Publishing
Content preview from Hands-On Automated Machine Learning

Critical Aspects of ML and Data Science Projects

If you have made it this far, give yourself a pat on the shoulder. This is not to think of yourself as a machine learning (ML) expert, but rather to acknowledge the work that you have done to learn Automated ML (AutoML) workflows. You are now ready to apply these techniques to solve your problems!

In this chapter, you are going to review what you have learned throughout the chapters and put your learning into a broader perspective.

We will be covering the following topics in our discussion:

  • Machine learning as a search
  • Trade-offs in ML
  • An engagement model for a typical data science project
  • The phases of an engagement model
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Publisher Resources

ISBN: 9781788629898Supplemental Content