Tiwari A. Deep Learning and Its Applications 2021

Textbook in PDF format

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.
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 Techniques for Software Defect Prediction