5
Module 5
Scaling ML Systems
Design ML infrastructure that handles real production load
📚3 Lessons
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1
Horizontal Scaling Strategies
65 minScale inference across multiple instances with load balancers
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2
Inference Optimization & Caching
70 minSpeed up predictions with quantization, distillation, and caching
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3
Cost Optimization in Production
50 minReduce cloud costs without sacrificing latency or accuracy
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