EBOOK Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R


3 thoughts on “EBOOK Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R

  1. says: Bharatendra Rai ✓ 3 free read summary Ü eBook or Kindle ePUB ✓ Bharatendra Rai EBOOK Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R

    read & download Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R EBOOK Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R summary Ü eBook or Kindle ePUB ✓ Bharatendra Rai The book provides use cases with important concepts which makes it easier for user to understand DL applications It makes deep learning interesting to start with instead of just focussing on mathematical jargonsAlso once the reader gets to kn

  2. says: EBOOK Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R

    read & download Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R Bharatendra Rai ✓ 3 free read EBOOK Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R Recommended for all who want to learn NN CNN GANANN and deep learning in R Extremely lucid and articulate in explanation

  3. says: summary Ü eBook or Kindle ePUB ✓ Bharatendra Rai EBOOK Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R Bharatendra Rai ✓ 3 free read

    EBOOK Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R read & download Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R Da accompagnare con un altro libro

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summary Ü eBook or Kindle ePUB ✓ Bharatendra Rai

Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R

Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R review ↠ 103 D tips for performance optimization of various deep learning modelsWho this book is forThis book is for data scientists machine learning practitioners deep learning researchers and AI enthusiasts who want to develop their skills and knowledge to implement deep learning techniues and algorithms using the power of R A solid understanding of machine learning and working knowledge of the R programming language are reuired Table of ContentsRevisiting Deep Learning architecture and techniuesDeep Neural Networks for multiclass classificationDeep Neural Networks for regressionImage classification and recognitionImage classification using convolutional neural networksApplying Autoencoder neural networks using KerasImage classification for small data using transfer learningCreating new images using generative adversarial networksDeep network for text classificationText classification using recurrent neural networksText classification using Long Short Term Memory NetworkText classification using convolutional recurrent networksTips tricks and the road ahead.

read & download Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R

Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R review ↠ 103 Discover best practices for choosing building training and improving deep learning models using Keras R and TensorFlow R librariesKey FeaturesImplement deep learning algorithms to build AI models with the help of tips and tricksUnderstand how deep learning models operate using expert techniuesApply reinforcement learning computer vision GANs and NLP using a range of datasetsBook DescriptionDeep learning is a branch of machine learning based on a set of algorithms that attempt to model high level abstractions in data Advanced Deep Learning with R will help you understand popular deep learning architectures and their variants in R along with providing real life examples for themThis deep learning book starts by covering the essential deep learning techniues and concepts for prediction and classification You will learn about neural networks deep learning architectures and the fundamentals for implementing deep learning with R The book will also take you through using important deep learning libraries such as Keras R and TensorFlow R to implement dee.

summary Ü eBook or Kindle ePUB ✓ Bharatendra Rai

Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R review ↠ 103 P learning algorithms within applications You will get up to speed with artificial neural networks recurrent neural networks convolutional neural networks long short term memory networks andusing advanced examples Later you'll discover how to apply generative adversarial networks GANs to generate new images; autoencoder neural networks for image dimension reduction image de noising and image correction and transfer learning to prepare define train and model a deep neural network By the end of this book you will be ready to implement your knowledge and newly acuired skills for applying deep learning algorithms in R through real world examplesWhat you will learnLearn how to create binary and multi class deep neural network modelsImplement GANs for generating new imagesCreate autoencoder neural networks for image dimension reduction image de noising and image correctionImplement deep neural networks for performing efficient text classificationLearn to define a recurrent convolutional network model for classification in KerasExplore best practices an.

  • Paperback
  • 354pages
  • Advanced Deep Learning with R: Become an expert at designing, building, and improving advanced neural network models using R
  • Bharatendra Rai
  • English
  • 07 December 2020
  • 1789538777