£42.37

Manning Time Series Forecasting in Python - Predictive Modeling

Name: Manning Time Series Forecasting in Python - Predictive Modeling
Brand: Manning
Price: 42.37 GBP
Availability: InStock

Data Mining

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Description

Master the art of building predictive models with Manning's Time Series Forecasting in Python. This guide teaches you how to recognize time series forecasting problems and develop performant models from time-based patterns. You will learn to build univariate forecasting models that account for seasonal effects and external variables, as well as multivariate models designed to predict many time series at once. Go beyond traditional statistical models by exploring new deep learning approaches. This book provides the technical foundation needed to leverage large datasets through deep learning and teaches you how to automate the entire forecasting process. It is an essential resource for anyone looking to master data mining and time series analysis using Python.

Key Features

Learn to recognize time series forecasting problems and build performant predictive models using Python.

Develop univariate forecasting models that account for both seasonal effects and external variables.

Build multivariate forecasting models to predict many different time series at the same time.

Leverage large datasets by applying deep learning approaches to time series forecasting.

Master the ability to automate the forecasting process for increased efficiency.

Study a range of statistical models and new deep learning techniques from Manning Publications.

Product Specifications

Brand: Manning
Format: paperback
ASIN: 161729988X
Category: Books > Subjects > Computing & Internet > Databases > Data Storage & Management > Data Mining
Domain: Amazon UK
Release Date: 10 November 2022
Listed Since: 11 January 2022

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Manning Time Series Forecasting in Python - Predictive Modeling

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