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
From data chaos to clarity: Advanced anomaly detection
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Skills You'll Learn
Prompt Engineering, Advanced Analytics, Data Analysis, Natural Language Processing, Generative AI, Time Series Analysis and Forecasting, Forecasting, Predictive Analytics, Anomaly detection, Data Cleansing, Data Quality, Exploratory Data Analysis, Predictive Modeling, Text Mining, Unstructured Data, Statistical analysis, Software Documentation
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