Towards Automated Data Sciences with Natural Language and SageCopilot: Practices and Lessons Learned.
Yuan LiaoJiang BianYuhui YunShuo WangYubo ZhangJiaming ChuTao WangKewei LiYuchen LiXuhong LiShilei JiHaoyi XiongPublished in: CoRR (2024)
Keyphrases
- lessons learned
- data sets
- natural language
- case study
- data analysis
- database
- synthetic data
- data processing
- future directions
- data quality
- raw data
- experimental data
- complex data
- computer systems
- data collection
- prior knowledge
- high quality
- neural network
- data mining techniques
- natural language processing
- data sources
- xml documents
- metadata
- original data
- information systems
- machine learning