Professional Certificate in Artificial Intelligence and Anomaly Detection
-- ViewingNowThe Professional Certificate in Artificial Intelligence (AI) and Anomaly Detection is a comprehensive course that equips learners with essential skills for career advancement in the rapidly evolving AI industry. This program emphasizes the importance of detecting anomalies in data, which is crucial for identifying fraud, network intrusions, and system errors, among other use cases.
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โข Unit 1: Introduction to Artificial Intelligence (AI)
โข Unit 2: Fundamentals of Machine Learning (ML)
โข Unit 3: Anomaly Detection: Concepts & Techniques
โข Unit 4: Supervised Learning for Anomaly Detection
โข Unit 5: Unsupervised Learning for Anomaly Detection
โข Unit 6: Semi-Supervised Learning for Anomaly Detection
โข Unit 7: Time Series Anomaly Detection
โข Unit 8: Deep Learning for Anomaly Detection
โข Unit 9: Evaluation Metrics for Anomaly Detection
โข Unit 10: Real-World Applications of AI & Anomaly Detection
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