Professional Certificate in Detecting Data Anomalies: Smarter Outcomes

• Unit 1: Introduction to Data Anomalies • Unit 2: Types of Data Anomalies • Unit 3: Detecting Data Anomalies using Statistical Methods • Unit 4: Machine Learning Techniques for Anomaly Detection • Unit 5: Time Series Analysis and Anomaly Detection • Unit 6: Data Visualization for Anomaly Detection • Unit 7: Real-world Applications of Data Anomaly Detection • Unit 8: Evaluation Metrics for Anomaly Detection • Unit 9: Best Practices in Data Anomaly Detection • Unit 10: Ethical Considerations in Data Anomaly Detection