Global Certificate in Anomaly Detection: Data-Driven Insights for Growth
-- ViewingNowThe Global Certificate in Anomaly Detection: Data-Driven Insights for Growth is a comprehensive course designed to equip learners with the essential skills required to detect, analyze, and respond to anomalies in data. This certificate course is crucial for professionals working in data analysis, machine learning, and cybersecurity, where identifying and addressing anomalies can significantly impact business growth and security.
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⢠Unit 1: Introduction to Anomaly Detection
⢠Unit 2: Data Preprocessing for Anomaly Detection
⢠Unit 3: Supervised Anomaly Detection Algorithms
⢠Unit 4: Unsupervised Anomaly Detection Algorithms
⢠Unit 5: Semi-supervised Anomaly Detection Techniques
⢠Unit 6: Anomaly Detection in Time Series Data
⢠Unit 7: Evaluation Metrics for Anomaly Detection
⢠Unit 8: Real-world Applications of Anomaly Detection
⢠Unit 9: Ethics and Bias in Anomaly Detection
⢠Unit 10: Best Practices in Anomaly Detection Implementation
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