Unverified50% confidenceFactExact time
业界普遍认为真实机器学习项目中60-80%的时间花在数据清洗与特征工程上
1
Sources
50%
Confidence
Long-term
Relevance
7/14/2026
First Seen
Sources
掌握数学和Python后,如何系统入门机器学习
Related Claims
Unverified60%–80% of the time in AI projects is actually spent on data collection, cleaning, and preprocessing.76% similarUnverified生成式AI爆发前,ML工程师大量时间花在数据清洗、特征工程、模型训练与调参上66% similarUnverifiedAI项目初期的数据清洗与治理工作通常占据70%以上的项目周期64% similarUnverifiedEntry-level AI position interviews typically focus on machine learning fundamentals, writing code by hand, and data processing basics, rather than requiring candidates to reproduce the latest papers.64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/503608API
curl https://kongchang.com/api/v1/knowledge/claims/503608MCP
get_claim(id=503608)