Certificate in Anomaly Detection for Data Enthusiasts
-- ViewingNowThe Certificate in Anomaly Detection for Data Enthusiasts is a comprehensive course designed to empower learners with the essential skills to identify and handle anomalies in data. This course is critical for data professionals seeking to advance their careers, as the demand for experts with anomaly detection skills continues to grow in various industries.
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⢠Introduction to Anomaly Detection
⢠Understanding Data & Features in Anomaly Detection
⢠Types of Anomalies: Point, Contextual, Collective
⢠Basic Anomaly Detection Techniques: Thresholding, Z-Score, IQR
⢠Supervised Anomaly Detection: Training & Testing Data
⢠Unsupervised Anomaly Detection: Clustering & Density-Based Methods
⢠Semi-Supervised Anomaly Detection: Combining Supervised & Unsupervised Approaches
⢠Evaluation Metrics for Anomaly Detection
⢠Real-World Applications & Case Studies in Anomaly Detection
⢠Emerging Trends & Future Directions in Anomaly Detection
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