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Time Series Forecasting in Python

Marco Peixeiro
2022, Heftet, Engelsk
Time Series Forecasting in Python

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Build predictive models from time-based patterns in your data. Master statistical models including new deep learning approaches for time series forecasting.

In  Time Series Forecasting in Python  you will learn how to:

  • Recognize a time series forecasting problem and build a performant predictive model
  • Create univariate forecasting models that account for seasonal effects and external variables
  • Build multivariate forecasting models to predict many time series at once
  • Leverage large datasets by using deep learning for forecasting time series
  • Automate the forecasting process

Time Series Forecasting in Python  teaches you to build powerful predictive models from time-based data. Every model you create is relevant, useful, and easy to implement with Python. You''ll explore interesting real-world datasets like Google''s daily stock price and economic data for the USA, quickly progressing from the basics to developing large-scale models that use deep learning tools like TensorFlow.

Produktegenskaper

  • Forfatter

    Marco Peixeiro

  • Bidragsyter

    Marco Peixeiro (Forfatter)

  • Forlag/utgiver

    Manning Publications

  • Format

    Heftet

  • Språk

    Engelsk

  • Utgivelsesår

    2022

  • Antall sider

    456

  • EAN

    9781617299889

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