{"product_id":"time-series-forecasting-in-python","title":"Time Series Forecasting in Python","description":"Build predictive models from time-based patterns in your data. Master statistical models including new deep learning approaches for time series forecasting.\u003cbr\u003e\u003cbr\u003eIn Time Series Forecasting in Python you will learn how to:\u003cbr\u003e\u003cbr\u003e- 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\u003cbr\u003eTime 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.","brand":"Manning Publications","offers":[{"title":"Default Title","offer_id":57594628899142,"sku":"9781617299889","price":74.92,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0852\/3081\/3510\/files\/a3070f3a6b7131ab302c1697e62cede09914cc7e35ad64850c9450486ab40d1b.jpg?v=1791967017","url":"https:\/\/www.averdo.com\/en\/products\/time-series-forecasting-in-python","provider":"Averdo","version":"1.0","type":"link"}