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Time Series Analysis with Python Cookbook: Practical recipes for exploratory data analysis, data preparation, forecasting, and model evaluation - Softcover
Synopsis
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...
About the Author
Tarek A. Atwan is a data analytics expert with over 16 years of international consulting experience, providing subject matter expertise in data science, machine learning operations, data engineering, and business intelligence. He has taught multiple hands-on coding boot camps, courses, and workshops on various topics, including data science, data visualization, Python programming, time series forecasting, and blockchain at different universities in the United States. He is regarded...
"About this title" may belong to another edition of this title.
- PublisherPackt Publishing
- Publication date2022
- ISBN 10 1801075549
- ISBN 13 9781801075541
- BindingPaperback
- LanguageEnglish
- Number of pages630
- Rating
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Time Series Analysis with Python Cookbook: Practical recipes for exploratory data analysis, data preparation, forecasting, and model evaluation
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ISBN 10: 1801075549
ISBN 13: 9781801075541
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