machine-learning video for a manufacturing company is building an anomaly detection system to identify defective products in its production lines. The datasets
A manufacturing company is building an anomaly detection system to identify defective products in its production lines. The datasets include sensor logs from IoT devices stored in Amazon S3 and a list of production metadata from an on-premises SQL database. The company must: Aggregate and preprocess the data from multiple sources. Implement a solution to detect anomalies automatically in the sensor data. Visualize the results for analysis by the operations team. Which solution will meet these requirements most efficiently?