Deep Learning and its Applications

Tiwari, Arvind Kumar (EDT)

Nova Science Publishers Inc（2021/11発売）

• 製本 Hardcover:ハードカバー版／ページ数 205 p.
• 言語 ENG
• 商品コード 9781685071851
• DDC分類 006.31

Full Description

In just the past five years, deep learning has taken the world by surprise, driving rapid progress in fields as diverse as computer vision, natural language processing, automatic speech recognition, etc. This book presents an introduction to deep learning and various applications of deep learning such as recommendation systems, text recognition, diabetic retinopathy prediction of breast cancer, prediction of epilepsy, sentiment, fake news detection, software defect prediction and protein function prediction.

Contents

Preface; Application of Deep Learning in Recommendation System; Deep Learning Based Approaches for Text Recognition; Applications of Deep Learning in Diabetic Retinopathy Detection; Deep Learning Approaches for the Prediction of Breast Cancer; Deep Learning Techniques for the Prediction of Epilepsy; Deep Learning and Its Applications; An Introduction to Sentiment Analysis using Deep Learning Techniques; Deep Learning Techniques in Protein-Protein Interaction; Various Machine Learning Categories for Software Defect Prediction; Index.