£37.35

Manning Time Series Forecasting Using Foundation Models Book

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£44.96 £32.27 £35.04 £37.81 £40.57 £43.34 £46.11 21 February 2026 09 March 2026 25 March 2026 10 April 2026 27 April 2026

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Description

Stop letting growing data and rising hardware costs slow your progress. Traditional model training often requires weeks of tuning and heavy GPU usage, but there is a faster way to get results. This book teaches you how to leverage foundation models like TimeGPT and Chronos to transform your forecasting workflow. These pretrained powerhouses already understand complex patterns such as seasonality, holiday spikes, and rare shocks. Instead of spending months on development, you can use these models to generate zero-shot forecasts or fine-tune them quickly using only your laptop resources. This approach allows you to deliver stronger predictions and faster insights that provide measurable business value in just days. Beyond practical application, you will learn the internal mechanics of large time models. Understand how they capture temporal patterns and uncertainty to make better data-driven decisions. Move past the limitations of traditional training and start using modern AI tools to stay ahead of deadlines.

Key Features

Learn to use pretrained powerhouses like TimeGPT and Chronos to handle seasonality and holiday spikes without manual tuning.

Generate zero-shot forecasts to get immediate results without the need for extensive historical training data.

Fine-tune models quickly using only laptop resources, reducing the need for expensive and time-consuming GPU hardware.

Gain a deep understanding of model internals to see how large time models capture temporal patterns and uncertainty.

Accelerate your workflow to deliver stronger predictions and measurable business value in days rather than months.

Product Specifications

Brand
Manning
Format
paperback
Domain
Amazon UK
Release Date
25 December 2025
Listed Since
05 December 2025

Barcode

No barcode data available

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