Téléchargez le livre : Machine Learning for Time Series Forecasting with Python

Machine Learning for Time Series Forecasting with Python



de

Éditeur :

Wiley


Paru le : 2020-12-03



eBook Téléchargement , DRM LCP 🛈 DRM Adobe 🛈
Lecture en ligne (streaming)
54,12 €
Téléchargement immédiat
Dès validation de votre commande
Ajouter à ma liste d'envies
Image Louise Reader présentation

Louise Reader

Lisez ce titre sur l'application Louise Reader.

badge apple Application Louise Reader
badge Android Application Louise Reader
Description

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, education, and healthcare: time series modeling.  
Despite the centrality of time series forecasting, few business analysts are familiar with the power or utility of applying machine learning to time series modeling. Author Francesca Lazzeri, a distinguished machine learning scientist and economist, corrects that deficiency by providing readers with comprehensive and approachable explanation and treatment of the application of machine learning to time series forecasting. 
Written for readers who have little to no experience in time series forecasting or machine learning, the book comprehensively covers all the topics necessary to:  Understand time series forecasting concepts, such as stationarity, horizon,  trend, and seasonality   Prepare time series data for modeling  Evaluate time series forecasting models’ performance and accuracy  Understand when to use neural networks instead of traditional time series models in time series forecasting 
Machine Learning for Time Series Forecasting with Python is full real-world examples, resources and concrete strategies to help readers explore and transform data and develop usable, practical time series forecasts. 
Perfect for entry-level data scientists, business analysts, developers, and researchers, this book is an invaluable and indispensable guide to the fundamental and advanced concepts of machine learning applied to time series modeling. 
 
 
Pages
224 pages
Collection
n.c
Parution
2020-12-03
Marque
Wiley
EAN papier
9781119682363
EAN PDF
9781119682370
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
224
Taille du fichier
3308 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
54,12 €
EAN EPUB
9781119682387
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
224
Taille du fichier
5448 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
54,12 €

Suggestions personnalisées