AI/MLLive
Predictive Analytics Dashboard
Business intelligence dashboard with predictive modeling for sales forecasting and trend analysis
2023
Project Overview
An advanced business intelligence platform that uses machine learning to predict sales trends, customer behavior, and market opportunities with interactive dashboards.
Technologies Used
Python
Machine learning and data processing
Scikit-learn
Predictive modeling algorithms
Plotly
Interactive data visualizations
PostgreSQL
Data warehouse and storage
Apache Airflow
Data pipeline orchestration
React
Frontend dashboard interface
Key Features
Sales forecasting with 95% accuracy
Customer churn prediction
Market trend analysis
Interactive data visualizations
Automated reporting and alerts
Custom KPI tracking
Development Process
1
Data Pipeline Setup
Built ETL pipelines for data ingestion and processing
2
Model Development
Created predictive models for various business metrics
3
Dashboard Design
Designed intuitive dashboard with interactive charts
4
Integration Testing
Integrated with existing business systems
5
User Training
Trained stakeholders on dashboard usage
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