Certificate in Anomaly Detection: Data-Driven Decisions
-- ViewingNowThe Certificate in Anomaly Detection: Data-Driven Decisions is a powerful course designed to equip learners with essential skills in anomaly detection, a critical aspect of data analysis and machine learning. This course is increasingly important in today's data-driven world, where businesses rely heavily on accurate data analysis to make informed decisions.
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โข Introduction to Anomaly Detection & Data-Driven Decisions
โข Types of Anomalies: Point Anomalies, Contextual Anomalies, Collective Anomalies
โข Fundamentals of Data-Driven Decisions & Statistical Analysis
โข Machine Learning Techniques for Anomaly Detection
โข Time Series Anomaly Detection: Univariate & Multivariate Methods
โข Deep Learning Approaches to Anomaly Detection
โข Evaluation Metrics for Anomaly Detection
โข Real-World Applications & Case Studies of Anomaly Detection
โข Ethical Considerations & Bias Mitigation in Anomaly Detection
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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