Enhanced UI and API for Diamond Price Predictor

1 min read

📅 2024-04-15 — Session: Enhanced UI and API for Diamond Price Predictor

🕒 19:00–20:25
🏷️ Labels: Javascript, API, Ui Design, Debugging, Swagger
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal: The session aimed to enhance the user interface and API integration of a Diamond Price Predictor application.

Key Activities:

  • Implemented a CSS Grid Layout to improve the UI design of the Diamond Price Predictor.
  • Developed JavaScript logic for model retraining and UI updates, ensuring error handling is robust.
  • Created Flask endpoints to fetch and display MLflow model details dynamically.
  • Updated Swagger documentation for the Diamond Price Prediction API, ensuring accurate reflection of API capabilities.
  • Troubleshot and resolved JavaScript errors, including Uncaught TypeError and data flow issues in frontend-backend integration.
  • Refactored JavaScript code for better organization and efficiency.

Achievements:

  • Successfully implemented a dynamic UI with CSS Grid and JavaScript for real-time data updates.
  • Enhanced API documentation and integration, improving user interaction and data retrieval.
  • Resolved multiple JavaScript errors, leading to a more stable and functional application.

Pending Tasks:

  • Further testing of the API integration and UI updates to ensure seamless user experience.
  • Additional refactoring and optimization of JavaScript code for performance improvements.

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