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v3.0.0 — Sports Retail MLOps Pipeline

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@DevSpecOps DevSpecOps released this 23 Jun 22:09
v3.0.0
6206669

What's Included

  • Realistic data generation for sports retail (categories, brands, prices, loyalty cards, discounts, A/B testing)
  • ML models (classification + regression) with automatic retraining
  • FastAPI with caching, Prometheus metrics, health checks
  • Streamlit dashboard for real-time monitoring
  • Grafana with business dashboard (revenue, channels, A/B tests, categories, promo)
  • Full containerization (Docker Compose)
  • Kubernetes manifests (ready for deployment)
  • Load testing suite (Locust, ClickHouse fill, consumer lag)
  • CI/CD (GitHub Actions)
  • Comprehensive documentation (README)

How to Run

git clone https://github.com/DevSpecOps/Pipeline-Prod-AIOps.git
cd Pipeline-Prod-AIOps
docker-compose up -d --build

For details, see README.md.

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