AI Insights: Data Development and Analysis in 2025

AI Insights: Data Development and Analysis in 2025

Followinglast week’sthoughts on Type 1 and Type 2 tasks, I reflected on my Type 1 tasks (tasks that can be done better than AI). As a data engineer, what can be done at this stage is to apply AI to various aspects of data development, including: data integration, SQL generation, data quality checks, Gen BI … Read more

Transforming Text to SQL with LLaMA2: A Local LLM Guide

Transforming Text to SQL with LLaMA2: A Local LLM Guide

With the rapid development of large model technology, how to fully utilize AI while ensuring data privacy has become a hot topic. Open-source local large language models (LLMs) are gradually becoming an important tool to solve this problem. Today, we will introduce a star-level open-source model—LLaMA2, and see how it seamlessly implements the “text to … Read more