Global Certificate in Data Science: Anomaly Focus
-- ViewingNowThe Global Certificate in Data Science: Anomaly Focus is a comprehensive course that equips learners with essential skills to identify, analyze, and mitigate data anomalies in various industries. This certification highlights the importance of identifying and managing data anomalies to make informed, data-driven decisions, which are critical in today's technology-driven world.
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โข Unit 1: Introduction to Data Science & Anomaly Detection
โข Unit 2: Data Preprocessing for Anomaly Detection
โข Unit 3: Fundamentals of Probability & Statistics in Data Science
โข Unit 4: Anomaly Detection Techniques: Unsupervised Learning
โข Unit 5: Anomaly Detection Techniques: Supervised Learning
โข Unit 6: Anomaly Detection Techniques: Semi-supervised Learning
โข Unit 7: Feature Engineering for Anomaly Detection
โข Unit 8: Evaluation Metrics for Anomaly Detection
โข Unit 9: Real-world Applications of Anomaly Detection
โข Unit 10: Ethics & Bias in Anomaly Detection
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