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Table of Contents

Acknowledgments

Perspectives on data science for software engineering

About This Book

Software analytics and its application in practice

Six Perspectives of Software Analytics

Experiences in Putting Software Analytics into Practice

Seven principles of inductive software engineering: What we do is different

Different and Important

Principle #1: Humans Before Algorithms

Principle #2: Plan for Scale

Principle #3: Get Early Feedback

Principle #4: Be Open Minded

Principle #5: Be smart with your learning

Principle #6: Live With the Data You Have

Principle #7: Develop a Broad Skill Set That Uses a Big Toolkit

The need for ...

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