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It's Your Data, Master It.
Scikit-Learn for Time Series Analysis
Overview
Skills Needed
Learn to apply Scikit-Learn for time series forecasting and analysis tasks. Explore ARIMA models, LSTM networks, and anomaly detection with Scikit-Learn.
Basic understanding of time series concepts
Proficiency in Scikit-Learn basics
Outline
Introduction to Time Series Analysis
Time Series Data Preprocessing
ARIMA Modeling with Scikit-Learn
Seasonal Decomposition Techniques
Time Series Forecasting
LSTM Networks for Time Series
Anomaly Detection in Time Series Data
Time Series Clustering Techniques
Handling Missing Time Series Data
Best Practices for Time Series Analysis with Scikit-Learn
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