Agents for Data Science: From Raw Data to AI-Generated Notebooks using LLMs and Code Execution (Invited Talk).
Jiahao CaiPublished in: AIware (2024)
Keyphrases
- raw data
- invited talk
- data science
- multi agent
- multi agent systems
- machine learning
- autonomous agents
- artificial intelligence
- intelligent behavior
- selected papers
- knowledge discovery and data mining
- source code
- statistical learning
- decision making
- expert systems
- big data
- image data
- case based reasoning
- clinical data
- plan execution
- real world
- databases
- data sets
- semi supervised
- relational databases