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Time series forecasting is different from other machine learning problems. The key difference is the fixed sequence of observations and the constraints and addi
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Type: BOOK - Published: 2013-03-14 - Publisher: Springer Science & Business Media
Some of the key mathematical results are stated without proof in order to make the underlying theory acccessible to a wider audience. The book assumes a knowled
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Learn how to apply the principles of machine learning to time series modeling with this indispensable resource Machine Learning for Time Series Forecasting with
Language: en
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Type: BOOK - Published: 2018-05-08 - Publisher: OTexts
Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic
Language: en
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Pages: 670
Type: BOOK - Published: 2015-04-21 - Publisher: John Wiley & Sons
Praise for the First Edition "...[t]he book is great for readers who need to apply the methods and models presented but have little background in mathematics an