Neural Networks in R: Modern Deep Learning Workflows for Data Scientists

By Olaoluwa S. Yaya, Felix O. Okolie, Aishat O. Oyewunmi

Deep Learning with R: From Foundations to Deployment is a complete, hands-on guide for mastering modern neural networks using R and the torch ecosystem. Whether you are a data scientist, analyst, or R programmer looking to expand into AI, this book takes you from the fundamentals of tensors and model building to advanced architectures, optimization, and production deployment.
Through real-world examples in computer vision, natural language processing, and time series forecasting, you'll learn how to design, train, tune, and serve state-of-the-art models - all within R. You'll also explore cloud-based training, performance profiling, and model monitoring, ensuring your solutions remain robust and scalable.
With practical code templates, a dedicated R torch cheat sheet, and troubleshooting guides, this book is both a learning resource and a long-term reference for deep learning practitioners in R.

• Format: Paperback
• Language: English
• ISBN: B0FMD9J51Y
• ISBN13: 9798297873063
• Release Date: August 2025
• Publisher: Independently Published
• Length: 170 Pages
• Weight: 0.52 lbs.
• Dimensions: 0.4" x 6.0" x 9.0"