Problems

9 problems for MLOps Engineer. Read any of them; sign in to code, run and submit.

Cumulative histogram bucketsMonitoring and alerting · Statistics~10 minEasy
Latest model version per stageDictionaries · Model evaluation~10 minEasy
Alert on error-rate windowsMonitoring and alerting · Intervals · Simulation and state machines~25 minMedium
Decide whether to promote a canaryMonitoring and alerting · Statistics~20 minMedium
Scale features for a modelStatistics · Vectors and embeddings · Lists and tuples~15 minMedium
Detect latency anomalies with z-scoresStatistics · Monitoring and alerting · Time and space complexity~25 minHard
Precision, recall and F1Model evaluation · Statistics~25 minHard
Simulate the Horizontal Pod AutoscalerKubernetes · Simulation and state machines · Monitoring and alerting~45 minExpert
Weighted fair-share job schedulerHeaps · Simulation and state machines~60 minExpert