AI Large Models Meet Data Warehouses: 3 Core Use Cases, 5 Common Pitfalls, and Best Practices

The article analyzes how AI large models can transform data‑warehouse development through three practical scenarios—automated modeling, intelligent data cleaning, and ops optimization—while exposing five frequent implementation traps and offering concrete best‑practice recommendations to achieve cost reduction, efficiency gains, and quality improvement.

AI large modelsAutomated modelingBest Practices

0 likes · 10 min read

AI Large Models Meet Data Warehouses: 3 Core Use Cases, 5 Common Pitfalls, and Best Practices

Big Data Tech Team

Jun 9, 2025 · Industry Insights

How AI Large Models Transform Data Governance: 2025 Insights & Best Practices

This article examines the essence of data governance, outlines its four core domains, proposes a strategic and technical implementation roadmap, evaluates effectiveness with the DCAM model, and explores how AI large models can enhance metadata, data quality, and compliance while highlighting practical limitations and future trends.

AI large modelsComplianceFuture Trends

0 likes · 9 min read

How AI Large Models Transform Data Governance: 2025 Insights & Best Practices

Baidu Tech Salon

Jul 21, 2023 · Artificial Intelligence

IDC Report: Baidu Wenxin Large Model Leads AI Evaluation with 7 Full Scores

IDC’s 2023 AI Large Model Technology Capability Assessment names Baidu’s Wenxin (ERNIE) series as the overall leader, earning seven full scores across twelve dimensions—including the sole perfect score for algorithm model—thanks to its four‑layer stack, knowledge‑enhanced core, PaddlePaddle platform, and extensive industry deployments with over 150,000 enterprises.

AI large modelsBaiduErnie

0 likes · 6 min read

IDC Report: Baidu Wenxin Large Model Leads AI Evaluation with 7 Full Scores