Time Series Forecasting Using Foundation Models - Paperback
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Language:EnglishPublisher:Manning PublicationsISBN-13:9781633435896ISBN-10:163343589XUPC:9781633435896Book Category:ComputersBook Subcategory:Data Science, LanguagesBook Topic:Machine Learning, PythonWeight:0.7099Product ID:SCE3G89WCR
Time Series Forecasting Using Foundation Models
Make accurate time series predictions with powerful pretrained foundation models! You don't need to spend weeks--or even months--coding and training your own models for time series forecasting. Time Series Forecasting Using Foundation Models shows you how to make accurate predictions using flexible pretrained models. In Time Series Forecasting Using Foundation Models you will discover: - The...
Language:EnglishPublisher:Manning PublicationsISBN-13:9781633435896ISBN-10:163343589XUPC:9781633435896Book Category:ComputersBook Subcategory:Data Science, LanguagesBook Topic:Machine Learning, PythonWeight:0.7099Product ID:SCE3G89WCR
Marco Peixeiro builds cutting-edge open-source forecasting Python libraries at Nixtla. He is the author of Time Series Forecasting in Python. Table of Contents Part 1
1 Understanding foundation models
2 Building a foundation model
Part 2
3 Forecasting with TimeGPT
4 Zero-shot probabilistic forecasting with Lag-Llama
5 Learning the language of time with Chronos
6 Moirai: A universal forecastin...
1 Understanding foundation models
2 Building a foundation model
Part 2
3 Forecasting with TimeGPT
4 Zero-shot probabilistic forecasting with Lag-Llama
5 Learning the language of time with Chronos
6 Moirai: A universal forecastin...
Publisher: Manning Publications
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