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Chapter 9 - Building and Deploying Models

from Part III - Challenges in Applying Data Science

Published online by Cambridge University Press:  29 September 2022

Alfred Z. Spector ,
Peter Norvig ,
Chris Wiggins  and
Jeannette M. Wing
Alfred Z. Spector
Affiliation:
Massachusetts Institute of Technology
Peter Norvig
Affiliation:
Stanford University, California
Chris Wiggins
Affiliation:
Columbia University, New York
Jeannette M. Wing
Affiliation:
Columbia University, New York
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Summary

This chapter focuses on the challenges that may occur when applying statistical, machine learning, and operations research techniques to new data science problems. It contains discussions of theoretical, inductive bias and scale-related challenges.

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Chapter
Information
Data Science in Context
Foundations, Challenges, Opportunities
 , pp. 118 - 125
Publisher: Cambridge University Press
Print publication year: 2022

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