Certificate in Anomaly Detection: Trends and Insights
-- ViewingNowThe Certificate in Anomaly Detection: Trends and Insights is a comprehensive course designed to equip learners with essential skills in anomaly detection, a critical area of data science and machine learning. This course is increasingly important as businesses strive to make data-driven decisions, and anomaly detection is a powerful tool for identifying unusual patterns and outliers in large datasets.
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โข Introduction to Anomaly Detection
โข Types of Anomalies and Use Cases
โข Fundamentals of Statistical Analysis
โข Data Preprocessing for Anomaly Detection
โข Supervised, Unsupervised, and Semi-supervised Anomaly Detection
โข Machine Learning Techniques in Anomaly Detection
โข Time Series Anomaly Detection
โข Deep Learning Methods for Anomaly Detection
โข Evaluation Metrics and Model Validation
โข Real-world Applications and Case Studies in Anomaly Detection
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