This course delves into sophisticated analytical methods, including predictive modeling, time-series forecasting, and anomaly detection. You'll learn to harness the power of AI to uncover hidden patterns and trends in complex datasets. The course covers text data analysis, enabling you to extract valuable insights from unstructured data sources. Upon completion of this course, you'll be able to: - Perform predictive analysis using generative AI tools - Conduct time-series analysis and forecasting with AI assistance - Extract insights from text data using generative AI technologies - Identify and analyze anomalies and outliers in datasets using AI
Beyond the obvious: Discovering complex anomalies and outliers
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Skills You'll Learn
NLP, Predictive Modeling, Time Series, Anomaly detection, Statistical analysis, Time-Series analysis
From the lesson
Anomalies and Outliers Detection
Apply generative AI algorithms to detect and analyze anomalies and outliers in datasets, enhancing data quality and uncovering potential issues
Taught By
Microsoft