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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

CI/CD Pipeline Stage Ordering for ML

Identify the misordered stage in an ML CI/CD pipeline.

Codepython
stages = [
    "deploy_to_production",
    "run_tests",
    "train_model",
    "validate_model",
    "build_image",
]

for stage in stages:
    run(stage)

What is the bug in this pipeline definition?