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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_6

6. TimeGPT: The First Foundation Model for Time Series

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

Chapter Goal: Learn how to leverage TimeGPT to build robust and accurate time series models.

6 Introduction

In the previous chapter, we explored the technical overview of Chronos, a pre-trained time series forecasting model, and completed hands-on implementation using a real-world dataset.

In this chapter, let’s explore TimeGPT, a production-ready, generative pre-trained transformer for time ...

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Publisher Resources

ISBN: 9798868812767