Executive Development Programme in Anomaly Detection: Smarter Outcomes
-- ViewingNowThe Executive Development Programme in Anomaly Detection: Smarter Outcomes is a certificate course designed to equip learners with essential skills in identifying and handling anomalies in data. This program is crucial for professionals working in data analysis, cybersecurity, finance, and other fields that rely heavily on data interpretation.
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⢠Introduction to Anomaly Detection
⢠Importance of Anomaly Detection in Business
⢠Types of Anomaly Detection: Supervised, Unsupervised, and Semi-supervised Learning
⢠Machine Learning Algorithms for Anomaly Detection: Regression, Classification, Clustering, and Neural Networks
⢠Data Preprocessing and Feature Engineering for Anomaly Detection
⢠Performance Metrics for Anomaly Detection
⢠Real-World Applications of Anomaly Detection: Fraud Detection, Intrusion Detection, and Quality Control
⢠Ethical Considerations in Anomaly Detection
⢠Best Practices for Implementing Anomaly Detection in an Organization
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