Tarek A. Atwan
Broschiertes Buch

Time Series Analysis with Python Cookbook

Practical recipes for exploratory data analysis, data preparation, forecasting, and model evaluation

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Perform time series analysis and forecasting confidently with this Python code bank and reference manual Key Features:Explore forecasting and anomaly detection techniques using statistical, machine learning, and deep learning algorithms Learn different techniques for evaluating, diagnosing, and optimizing your models Work with a variety of complex data with trends, multiple seasonal patterns, and irregularities Book Description: Time series data is everywhere, available at a high frequency and volume. It is complex and can contain noise, irregularities, and multiple patterns, making it crucial...