Deep Learning for Time Series Cookbook

Preface

The writing of this book was motivated by the increasing demand for practical approaches to time series analysis and forecasting. Organizations across various sectors rely on time series analysis to gain insights into their operations. By leveraging time series, these organizations can make informed decisions and optimize their performance. Accurate forecasts are valuable assets across many application domains, such as retail or economics. These predictions help reduce uncertainty and enable better planning of operations. Overall, time series analysis is a valuable skill for data scientists to understand and extract meaningful insights from collections of observations that evolve over time.

Meanwhile, deep learning is driving recent ...