We have hosted the application ai data science team in order to run this application in our online workstations with Wine or directly.


Quick description about ai data science team:

AI Data Science Team is a Python library and agent ecosystem designed to accelerate and automate common data science workflows by modeling them as specialized AI �agents� that can be orchestrated to perform tasks like data cleaning, transformation, analysis, visualization, and machine learning. It provides a modular agent framework where each agent focuses on a step in the typical data science pipeline � for example, loading data from CSV/Excel files, cleaning and wrangling messy datasets, engineering predictive features, building models with AutoML, connecting to SQL databases, and producing visual outputs � all driven by natural language or programmatic instructions. The project includes ready-to-use applications that showcase these agents in action, such as an exploratory data analysis copilot that generates reports, a pandas data analyst that combines wrangling and plotting, and SQL database agents that can query business databases and output results directly.

Features:
  • Modular AI agents for data tasks
  • Automated exploratory data analysis (EDA) workflows
  • SQL database integration and query automation
  • Wrangling, cleaning, and visualization agents
  • Machine learning model building and evaluation agents
  • Example applications demonstrating pipeline usage


Programming Language: Python.
Categories:
Data Science

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