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Old Zhang's AI Learning
Old Zhang's AI Learning
Apr 10, 2026 · Artificial Intelligence

How a 9B‑parameter Qwen3.5 model achieves full‑auto data analysis on a consumer GPU

The open‑source CoPaw‑Flash‑9B‑DataAnalyst‑LoRA model, fine‑tuned via LoRA, can autonomously load, explore, statistically analyze, visualize, and generate structured reports for CSV/Excel/JSON datasets, achieving a 90% success rate with an average of 26 iteration rounds, and it runs on a single consumer‑grade GPU using vLLM and the Data Analyst framework.

AgentData AnalystGPU
0 likes · 10 min read
How a 9B‑parameter Qwen3.5 model achieves full‑auto data analysis on a consumer GPU
Qunar Tech Salon
Qunar Tech Salon
Mar 12, 2017 · Big Data

Essential Skills and Career Paths for Data Professionals: From Big Data Platforms to AI

The article outlines the key competencies, responsibilities, and career development advice for data professionals across the entire data stack—from building big‑data platforms and data warehouses to visualization, analysis, algorithm engineering, and deep‑learning applications—emphasizing the importance of creating business value with data.

Big DataData AnalystData Visualization
0 likes · 15 min read
Essential Skills and Career Paths for Data Professionals: From Big Data Platforms to AI