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Advanced8-10 hours

Preview: Production AI Systems

Deploy, monitor, and scale AI systems in production. Learn enterprise patterns for reliable AI applications.

What You'll Learn

Deploy AI systems to production environments
Implement comprehensive monitoring and observability
Design systems that scale with demand
Secure AI applications against common threats

Course Modules

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Module 1: Deployment Strategies

1.5 hours

Patterns for deploying AI systems safely to production

Conceptual Learning•Blue-green, canary, and feature flag deployments
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Module 2: AI System Monitoring

2 hours

Monitor AI performance, costs, and reliability

Practical Exercise•Metrics, logging, and alerting for AI systems
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Module 3: Scaling AI Applications

2 hours

Handle increased load and complexity in AI systems

Practical Exercise•Load balancing, caching, and auto-scaling
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Module 4: AI Security Best Practices

1.5 hours

Secure AI systems against prompt injection and other threats

Conceptual Learning•Security patterns and threat mitigation
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Module 5: Deploy a Complete AI Platform

4 hours

Deploy a full-stack AI application with monitoring, scaling, and security

Project Work•End-to-end production deployment

Ready to Start Learning?

Join this learning path and master production ai systems with hands-on projects and real-world examples.