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Adaptive Retail Demand Forecasting

A data-driven web application that uses online gradient descent to adapt forecasts as new retail information arrives and present market trends through an accessible dashboard.

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Adaptive Retail Demand Forecasting project preview
01

The brief

A data-driven web application that uses online gradient descent to adapt forecasts as new retail information arrives and present market trends through an accessible dashboard.

02

Our approach

We shaped the experience around a clear, reliable workflow and the needs of its intended users, then developed the core product screens and functionality shown below.

03

The delivery

The delivered project combines its key capabilities in a cohesive interface designed for practical day-to-day use.

CORE CAPABILITIES

What we delivered.

  • Adaptive demand forecasting
  • Retail trend visualization
  • Data processing workflow
  • Decision-support dashboard
  • Responsive web interface
TECHNOLOGY

Built with.

PythonDjangoPandasNumPyScikit-learnChart.js
PROJECT GALLERY

Project screens and visuals.

Adaptive Retail Demand Forecasting screen 1

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