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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โข Introduction to Anomaly Detection
โข Understanding Data & Features in Anomaly Detection
โข Types of Anomalies: Point, Contextual, Collective
โข Basic Anomaly Detection Techniques: Thresholding, Z-Score, IQR
โข Supervised Anomaly Detection: Training & Testing Data
โข Unsupervised Anomaly Detection: Clustering & Density-Based Methods
โข Semi-Supervised Anomaly Detection: Combining Supervised & Unsupervised Approaches
โข Evaluation Metrics for Anomaly Detection
โข Real-World Applications & Case Studies in Anomaly Detection
โข Emerging Trends & Future Directions in Anomaly Detection
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