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Time Series Forecasting Using Generative AI : Leveraging AI for Precision Forecasting
book

Time Series Forecasting Using Generative AI : Leveraging AI for Precision Forecasting

by Banglore Vijay Kumar Vishwas, Sri Ram Macharla
March 2025
Intermediate to advanced
226 pages
4h 42m
English
Apress
Content preview from Time Series Forecasting Using Generative AI : Leveraging AI for Precision Forecasting
© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2025
B. V. K. Vishwas, S. R. MacharlaTime Series Forecasting Using Generative AI https://doi.org/10.1007/979-8-8688-1276-7_8

8. TimesFM: Time Series Forecasting Using Decoder-Only Foundation Model

Banglore Vijay Kumar Vishwas1   and Sri Ram Macharla2
(1)
San Diego, CA, USA
(2)
Montville, NJ, USA
 

Chapter Goal: Learn how a foundation model is designed, the challenges and approaches to solve the challenges, using decoder only design.

8 Introduction

After understanding the design, working, and developments in foundation models for time series forecasting, it is natural for us (time series forecasters) to expect models that would work out of the box. Let us understand TimesFM, ...

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Publisher Resources

ISBN: 9798868812767