Deep Learning with R, Third Edition

di Tomasz Kalinowski (Autore)

Manning Publications, 2026

Ready to bring R code into the AI era? Stop switching languages. Build deep learning models in pure R. Master GPT-style transformers and diffusion. Skip complex math. Launch production-ready solutions confidently.  Keras 3 interface: Code modern neural networks with the simplicity R users love. Vision, text, and time series: Apply models that classify images, translate text, and predict demand. Transformers and LLMs: Generate fluent language and summaries without Python detours. Diffusion imagery: Create new pictures and explore generative art inside RStudio. Scaling and tuning: Fine-tune hyperparameters for faster training and top-tier accuracy. Interpretability tools: Explain model decisions to bosses, regulators, and stakeholders.  Deep Learning with R, Third Edition pairs Keras creator François Chollet with R expert Tomasz Kalinowski to deliver an authoritative guide.  Step-by-step chapters move from first principles to advanced projects. Clear code, concise explanations, and runnable notebooks keep learning practical. New coverage of transformers, diffusion, and GPT-style language models brings bleeding-edge AI to R.  By book’s end, you will design, train, and deploy high-performing models, interpret their outputs, and scale them for production. Your R workflow becomes an AI powerhouse.  Ideal for data scientists and analysts with intermediate R skills who crave modern deep learning capabilities. 

• Autore: Tomasz Kalinowski
• Editore: Manning Publications
• Anno: 2026
• Rilegatura: Hardback
• Pagine: 648 p.
• Dimensioni: 235 x 188 mm
• Peso: 1159 gr.
• EAN: 9781633435186

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