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automated-modeling

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DataFunSummit
DataFunSummit
Nov 25, 2024 · Big Data

Kuaishou Big Data Analytics Practices Driven by NoETL

This article presents Kuaishou's big‑data analytics system, describing its current capabilities, the pain points of traditional ETL workflows, the NoETL concept, the implementation of a metric‑center platform, and practical features such as custom fields, automated modeling and acceleration, followed by future plans and a Q&A session.

Big DataCustom FieldsKuaishou
0 likes · 20 min read
Kuaishou Big Data Analytics Practices Driven by NoETL
DataFunSummit
DataFunSummit
Mar 18, 2023 · Big Data

Kuaishou Metric Middle Platform: Architecture, Standardization, and Core Technologies

This article presents Kuaishou's metric middle platform, detailing its three‑year evolution, unified semantic layer design, metric standardization workflow, core technologies such as Headless BI, automated modeling, and a unified metric service, and outlines future directions and a Q&A session.

Big DataData StandardizationKuaishou
0 likes · 18 min read
Kuaishou Metric Middle Platform: Architecture, Standardization, and Core Technologies
Kuaishou Big Data
Kuaishou Big Data
Feb 9, 2023 · Big Data

Inside Kuaishou’s Unified Metric Platform: Architecture, Standardization & Headless BI

This article details Kuashou's metric middle platform, covering its role as a semantic layer, the unified architecture of OneMetric and OneService, metric standardization processes, automated modeling techniques, the Headless BI concept, and future directions for intelligent modeling and acceleration.

Big Dataautomated-modelingdata platform
0 likes · 19 min read
Inside Kuaishou’s Unified Metric Platform: Architecture, Standardization & Headless BI
58 Tech
58 Tech
Jul 2, 2019 · Artificial Intelligence

Magic Mirror: A Visual Data‑Intelligence Platform for Low‑Code Machine Learning

Magic Mirror is a big‑data‑based visual analytics platform that lowers the barrier of machine‑learning for non‑experts while accelerating expert workflows through visual UI, modular algorithms, distributed feature generation, and automated binary‑classification modeling.

Big DataSparkautomated-modeling
0 likes · 9 min read
Magic Mirror: A Visual Data‑Intelligence Platform for Low‑Code Machine Learning