A user-friendly ML platform that lets non-experts upload datasets, receive model suggestions, schedule training, and deploy models for real-time predictions
Description
This pull request covers the full implementation of dataset upload, automated analysis, and extraction of key information to enhance dataset management. It also includes front-end updates to display extracted details and support efficient data preview.
Finished Tasks
Extracted key details upon upload, including file size, row count, column count, and file type.
Implemented the computation of basic metrics for numeric columns, such as mean, min, and max.
Stored extracted details and metrics in the database to allow easy access and management.
Updated the frontend to display dataset details and metrics on the "Show Dataset" page.
Listed all uploaded datasets with relevant details on the index page for easy browsing.
Testing
Unit tests were added to verify that file uploads and data extraction work correctly.
Verified that extracted metrics and details are correctly displayed on the index and show pages.
Description This pull request covers the full implementation of dataset upload, automated analysis, and extraction of key information to enhance dataset management. It also includes front-end updates to display extracted details and support efficient data preview.
Finished Tasks
Testing