</>SkillRecallRECALL WHAT YOU KNOW
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AI FundamentalsAI Infrastructure and MLOps

10 items

1

Dynamic Quantization Before Inference

Code Quiz
2

Model Packaging Dependencies and requirements

Code Quiz
3

CI/CD Pipeline Stage Ordering for ML

Code Quiz
4

Canary and Shadow Deployment Routing

Code Quiz
5

Containerizing a Model with Dockerfile

Code Quiz
6

Data Drift Detection Computation

Code Quiz
7

Model Performance Monitoring in Production

Code Quiz
8

Concept Drift Monitoring Logic

Code Quiz
9

Batch vs Online Inference Pattern Selection

Code Quiz
10

GPU/TPU Acceleration and Resource Management

Slides / Video
Code QuizAdvanced

Canary and Shadow Deployment Routing

Find why this shadow deployment leaks untested outputs to users.

Codepython
def shadow_route(request):
    shadow_response = shadow_model.predict(request)
    prod_response = prod_model.predict(request)
    log_for_comparison(shadow_response, prod_response)
    return shadow_response

What is the bug in this shadow deployment routing?