Implement robust validation rules to prevent future anomalies from occurring. How do you approach data discrepancies in your analytics? Share your strategies. To detect and fix data analysis ...
The data stream is simulated using a sine wave with added noise, and random anomalies are injected to test the detection system. Anomalies are detected using the Z-Score algorithm, which flags data ...
An anomaly is detected if the Z-Score exceeds a given threshold, which in our case is set to 2. Effectiveness: Suitable for identifying outliers based on statistical properties (mean and std) in the ...