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Language: en
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Type: BOOK - Published: 2017-02-16 - Publisher: Machine Learning Mastery
Time series forecasting is different from other machine learning problems. The key difference is the fixed sequence of observations and the constraints and addi
Language: en
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Type: BOOK - Published: 2020-12-01 - Publisher: John Wiley & Sons
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
Pages: 380
Pages: 380
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
Pages: 429
Pages: 429
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
Language: en
Pages: 371
Pages: 371
Type: BOOK - Published: 2021-10-29 - Publisher: Packt Publishing Ltd
Get better insights from time-series data and become proficient in model performance analysis Key FeaturesExplore popular and modern machine learning methods in