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Dive into the world of time series analysis with this comprehensive tutorial from PyCon US. Learn how to harness the power of Pandas for analyzing and forecasting time-dependent data across various domains, including inventory management, website traffic, resource planning, and financial markets. Explore fundamental concepts and techniques for decomposing time series into trend, seasonality, and error components. Discover how to build simple yet effective forecasting models that not only predict future trends but also provide valuable insights into underlying patterns. By the end of this 1 hour and 43 minute session, gain practical skills to tackle real-world time series challenges, enabling you to make data-driven decisions in an ever-changing business landscape.
Syllabus
TUTORIAL / Marysia Winkels / (Serious) Time for Time Series
Taught by
PyCon US