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examtopics.com • Technology • World
A data engineer needs to store and efficiently access time-series data from 1000 sensors, requiring both low-latency retrieval and daily complex analytics, leading to the optimal solution of using Bigtable for storage with daily exports to BigQuery.
examtopics.com • MachineLearning • World
This question discusses how to set up experiments for a machine learning model predicting machine part failures using Vertex AI, focusing on data logging and artifact tracking.
examtopics.com • MachineLearning • World
A hospital seeks to optimize surgery scheduling by predicting daily bed needs using a year's worth of data on scheduled surgeries and bed occupancy, and the best approach to rapidly develop and test the predictive model is discussed.
examtopics.com • Engineering • World
An operations team needs to build a predictive maintenance solution using server monitoring data to detect potential failures; the best first step involves developing and testing a simple heuristic for labeling historical performance data.