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Manning Deep Learning with R, Third Edition - Keras 3 Guide

Amazon

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Description

Master deep learning in R without leaving your preferred language or switching to Python. This comprehensive guide teaches you to build production-ready neural networks using Keras 3, from vision and text models to transformer architectures and diffusion-based image generation. Learn to apply state-of-the-art techniques like GPT-style transformers for natural language processing, time series forecasting for demand prediction, and generative models for creating new images directly within RStudio. The book strips away unnecessary mathematical complexity, focusing instead on practical implementation that lets R users leverage modern AI capabilities with confidence. Discover how to fine-tune hyperparameters, scale models for real-world applications, and deploy solutions that rival Python-based workflows, all whilst writing pure R code.

Key Features

Keras 3 interface enables modern neural network development with the simplicity and syntax R users know and trust.

Vision, text, and time series models teach image classification, language translation, and demand prediction in R.

Transformers and large language models let you generate fluent text and summaries without switching to Python.

Diffusion imagery techniques create new pictures and explore generative art directly inside RStudio.

Hyperparameter tuning and scaling methods ensure your Deep Learning with R models perform optimally in production.

Third Edition content covers the latest advances in generative AI and modern deep learning architectures.

Product Specifications

Brand
Manning
Format
paperback
Domain
Amazon UK
Release Date
06 June 2026
Listed Since
26 July 2025

Barcode

No barcode data available

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