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EDA & AutoML with GenAI: A System Design Approach

  • Tools like Google Sheets with integrated AI-powered data analysis tools have made data analytics accessible to non-technical users.
  • Pocket Data Scientist aims to automate EDA and AutoML workflows for non-technical users while focusing on system design.
  • System Design involves defining the architecture, components, and data flow of a software system to meet specified requirements.
  • Pocket Data Scientist is structured around modularity and extensibility, with key modules responsible for tasks in the EDA and AutoML pipeline.

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