آموزش یکپارچه‌سازی، مقیاس‌پذیری و مانیتورینگ میکروسرویس‌های یادگیری ماشین - آخرین آپدیت

Integrate, Scale, and Monitor ML Microservices Integrate, Scale, and Monitor ML Microservices

• Welcome and Course Introduction Welcome and Course Introduction

• From Model to Microservice — Designing for Integration From Model to Microservice — Designing for Integration

• How ML Microservices Fit Into System Architecture How ML Microservices Fit Into System Architecture

• Scaling ML Systems with Asynchronous Messaging Scaling ML Systems with Asynchronous Messaging

• Building a Prediction Queue: Real World Patterns Building a Prediction Queue: Real-World Patterns

• Observability 101: Logs, Metrics & Tracing for ML Microservices Observability 101: Logs, Metrics & Tracing for ML Microservices

• Congratulations and Continuous Learning Journey Congratulations and Continuous Learning Journey