Day 51: Building Real-Time Analytics Dashboards That Actually Matter
254-Day Hands-On System Design Series | Week 7: Distributed Log Analytics
📋 Today's Agenda: What We'll Build & Learn
In this comprehensive lesson, we'll cover:
Real-time analytics dashboard with WebSocket streaming and interactive visualizations
Statistical anomaly detection using Z-score analysis and trend calculation
Production-grade architecture with FastAPI, Redis, and containerized deployment
Google Cloud-inspired UI with responsive design and modern interactions
Integration patterns connecting to Day 50's alerting system and preparing for Day 52's search index
Complete build, test, and deployment process with comprehensive verification
🎯 End Result: A production-ready dashboard processing 1000+ metrics/second with sub-100ms response times.