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Data Thinking Notes
Data Thinking Notes
Sep 24, 2024 · Artificial Intelligence

Leveraging Large Models to Transform Data Governance: Quality, Cost, Efficiency

This article explains how large language models enhance data governance by improving data quality, reducing implementation costs, and increasing operational efficiency through knowledge bases and interactive prompt libraries, and it also outlines practical empowerment pathways for organizations seeking to leverage AI-driven analytics.

AIcost reductiondata governance
0 likes · 3 min read
Leveraging Large Models to Transform Data Governance: Quality, Cost, Efficiency
Data Thinking Notes
Data Thinking Notes
Jan 11, 2024 · Fundamentals

How to Boost Data Quality with PDCA: Methods, Causes, and Tool Practices

This article explains why data quality is vital for business insight, outlines the PDCA cycle for quality improvement, lists common causes of data issues, presents two real‑world management scenarios, and showcases a practical tool for tracking and resolving data quality problems.

PDCAdata governancedata quality
0 likes · 7 min read
How to Boost Data Quality with PDCA: Methods, Causes, and Tool Practices
HomeTech
HomeTech
Aug 23, 2023 · Mobile Development

Comprehensive Performance Optimization Summary for AutoHome App and H5 Frontend

This article presents a detailed summary of the AutoHome client team's performance optimization efforts for both the native mobile app and the H5 web frontend, covering background, specific tool and platform enhancements, metric‑driven improvements, process standardization, and future quality‑boosting initiatives.

Frontend OptimizationPerformance Metricsapp optimization
0 likes · 17 min read
Comprehensive Performance Optimization Summary for AutoHome App and H5 Frontend
DevOps
DevOps
Jun 19, 2020 · R&D Management

Applying Spotify’s Organizational Model: Lessons from Agile Scaling and Cultural Transformation

Drawing from a company’s attempt to adopt Spotify’s squad‑tribe structure, this article examines the challenges of high outsourcing ratios, legacy system refactoring, resource contention, and the need for genuine agile foundations, while sharing practical steps taken to improve transparency, DevOps, quality, and cultural innovation.

Agile ScalingSpotify modelSquad tribe
0 likes · 10 min read
Applying Spotify’s Organizational Model: Lessons from Agile Scaling and Cultural Transformation