Machine learning for time series forecasting with Python

Learn how to apply the principles of machine learning to time series modeling with this indispensable resource Machine Learning for Time Series Forecasting with Python is an incisive and straightforward examination of one of the most crucial elements of decision-making in finance, marketing, educati...

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Detalles Bibliográficos
Otros Autores: Lazzeri, Francesca, author (author)
Formato: Libro electrónico
Idioma:Inglés
Publicado: Indianapolis, Indiana : Wiley [2021]
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009645702306719
Tabla de Contenidos:
  • Overview of Time Series Forecasting
  • How to Design an End-to-End Time Series Forecasting Solution on the Cloud
  • Time Series Data Preparation
  • Introduction to Autoregressive and Automated Methods for Time Series Forecasting
  • Introduction to Neural Networks for Time Series Forecasting
  • Model Deployment for Time Series Forecasting.