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Modern Time Series Forecasting with Python
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Modern Time Series Forecasting with Python
by Manu Joseph
Modern Time Series Forecasting with Python
Modern Time Series Forecasting with Python
Contributors
About the author
About the reviewers
Preface
Part 1 – Getting Familiar with Time Series
Chapter 1: Introducing Time Series
Chapter 2: Acquiring and Processing Time Series Data
Chapter 3: Analyzing and Visualizing Time Series Data
Chapter 4: Setting a Strong Baseline Forecast
Part 2 – Machine Learning for Time Series
Chapter 5: Time Series Forecasting as Regression
Chapter 6: Feature Engineering for Time Series Forecasting
Chapter 7: Target Transformations for Time Series Forecasting
Chapter 8: Forecasting Time Series with Machine Learning Models
Chapter 9: Ensembling and Stacking
Chapter 10: Global Forecasting Models
Part 3 – Deep Learning for Time Series
Chapter 11: Introduction to Deep Learning
Chapter 12: Building Blocks of Deep Learning for Time Series
Chapter 13: Common Modeling Patterns for Time Series
Chapter 14: Attention and Transformers for Time Series
Chapter 15: Strategies for Global Deep Learning Forecasting Models
Chapter 16: Specialized Deep Learning Architectures for Forecasting
Part 4 – Mechanics of Forecasting
Chapter 17: Multi-Step Forecasting
Chapter 18: Evaluating Forecasts – Forecast Metrics
Chapter 19: Evaluating Forecasts – Validation Strategies
Index
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