Professional Certificate in Anomaly Detection Fundamentals
-- ViewingNowThe Professional Certificate in Anomaly Detection Fundamentals is a comprehensive course designed to equip learners with essential skills in identifying, analyzing, and mitigating anomalies in various systems and data sets. This certificate course is crucial for professionals working in data science, cybersecurity, and IT operations, where identifying and responding to anomalies can prevent data breaches and system failures.
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⢠Introduction to Anomaly Detection
⢠Types of Anomalies and Use Cases
⢠Fundamentals of Data Preprocessing
⢠Supervised, Unsupervised, and Semi-supervised Anomaly Detection
⢠Statistical Methods in Anomaly Detection
⢠Machine Learning Techniques for Anomaly Detection
⢠Time Series Anomaly Detection
⢠Evaluation Metrics for Anomaly Detection
⢠Real-world Applications and Case Studies in Anomaly Detection
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