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Description
Packtpub – Time Series Analysis With Python 3.X-XQZT
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- Key pandas concepts and techniques for time-based analysis
- Study and work with important components of time series data such as trends, seasonality, and noise
- Apply commonly used machine learning models for analysis
- How to de-trend and de-seasonlize time series data
- Manipulate data with AR, MA, and ARMA
- Decompose time series data into its components for efficient analysis
- Create an end-to-end anomaly detection project based on time series
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