</>SkillRecallRECALL WHAT YOU KNOW
Explore Library
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

Data Drift Detection Computation

Spot the flawed threshold logic in a KS-test data drift check.

Codepython
from scipy.stats import ks_2samp

def detect_drift(reference, current, threshold=0.05):
    stat, p_value = ks_2samp(reference, current)
    # Flag drift when the two distributions differ
    return p_value > threshold

What is the bug in this drift detection function?