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Can I read Deep Learning With R on EtoBox?
Deep Learning With R by Abhijit Ghatak is a science book available to read on EtoBox.
What is Deep Learning With R about?
Deep Learning with R introduces deep learning and neural networks using the R programming language. The book builds on the understanding of the theoretical and mathematical constructs and enables the reader to create applications on computer vision, natural language processing and transfer learning. The book starts with an introduction to machine learning and moves on to describe the basic architecture, different activation functions, forward propagation, cross-entropy loss and backward propagation of a simple neural network. It goes on to create different code segments to construct deep neural networks. It discusses in detail the initialization of network parameters, optimization techniques, and some of the common issues surrounding neural networks such as dealing with NaNs and the vanishing/exploding gradient problem. Advanced variants of multilayered perceptrons namely, convolutional neural networks and sequence models are explained, followed by application to different use cases. The book makes extensive use of the Keras and TensorFlow frameworks. Computers,artificial intelligence,General,data science,Programming,Mathematical & Statistical Software,Information Technology,Mathem
Who reads Deep Learning With R?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Abhijit Ghatak
- Publisher
- Springer Science + Business Media Singapore Pte Ltd
- Published
- 2019
- Language
- EN
- ISBN
- 9789811358494
- Category
- science
- Subjects
- Computer Science, Mathematics, Science
- Rating
- 4.5 / 5 (105 ratings)
- Updated
- 2026-03-14