DEV Community· Rajiv Sambasivan·· 3 小時前AI 評分23
KMDS 系列文章：智能方案的 AI 與數據科學概念
A series to explain KMDS
AI 導讀
KMDS 系列文章概述構建智能方案所涉及的概念，從 AI 與數據科學的視角切入。內容依次涵蓋把商業應用場景轉化為數據科學任務、將任務視角轉化為可供建模和特徵工程的數據集，以及特徵工程與建模。
正文
A series of articles that takes you through the concepts used in KMDS - it is a 10000 ft view, but it gives you the ideas used:
- AI view versus data science view to building intelligent solutions: AI vs Data Science
- Going from a business use case to a data science task view of the data: kmds-dataset-util
- Going from a task view to a dataset that is ready for modeling and featurization: dd-parser-cleaner
- Going from a modeling/featurization ready dataset to features and models feautrization and modeling
來源：DEV Community · dev.to