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This chapter introduces the statistic that 85% of AI and Big Data projects do not make it into production and provides five reasons for why that may be based on the author’s experience as a data scientist. The phases of a data science project are presented and a preview of the methods to avoid project pitfalls is given.

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Introduction and Background

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  • 发表日期：

    2026年

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  • Joyce Weiner

摘要

This chapter introduces the statistic that 85% of AI and Big Data projects do not make it into production and provides five reasons for why that may be based on the author’s experience as a data scientist. The phases of a data science project are presented and a preview of the methods to avoid project pitfalls is given.