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Data Platform, Pipeline, and ML Operations Fundamentals

System Design · NVIDIA · Medium

Requirements Be prepared to address practical operating questions across a modern data stack: Work through or discuss a coding warmup involving interval merging. Describe the roles of Kinesis, Prometheus, and Grafana within a data platform. Design pipeline writes that remain safe under retries, without creating duplicate or corrupted records. Improve a Spark workload by considering partition sizing, data skew, and the order of optimization decisions. Develop a backfill plan…

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