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Advanced API Optimization & Web Development

Master advanced API optimization strategies, cost management, and web interface development. Learn to build production-ready AI applications with optimal performance and user experience.

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🔧 Advanced Tools and Frameworks

In this section

Performance Optimization Tools#

  • FastAPI: High-performance API framework with automatic documentation
  • Redis: In-memory caching for sub-millisecond response times
  • NGINX: Load balancing and reverse proxy optimization
  • Prometheus + Grafana: Comprehensive monitoring and alerting

ML and AI Tools#

  • MLflow: Experiment tracking and model versioning
  • Kubeflow: Kubernetes-native ML workflows
  • Ray Serve: Distributed model serving at scale
  • Apache Kafka: Real-time data streaming for AI pipelines

Infrastructure Tools#

  • Terraform: Infrastructure as Code for reproducible deployments
  • Kubernetes: Container orchestration with auto-scaling
  • ArgoCD: GitOps continuous deployment
  • Istio: Service mesh for microservices communication
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