Neha Gupta

Obstructive sleep apnea syndrome is widely prevalent problem with significant medical, psychological and social consequences that are deleterious to the quality of life and potentially lethal. The consequences of having untreated sleep apnea are severe; it leads to increased morbidity and mortality. Prompt recognition and referral for treatment will help minimize life-threatening complications. In addition to early recognition, recent development in diagnosis and management of obstructive sleep apnea has also led to involvement of dental profession, in particular the orthodontist and oral and maxillofacial surgeon. This book explains the outline of surgical and orthodontic treatment protocols in simpler manner.

As techniques and materials available to dentists have improved over the past few decades, better and more conservative restorations have become possible. Extensive preparation and tooth destruction have given way to a genuine concern for the preservation of the tooth structure. As the populations dental awareness has grown, so its demand for a natural (or preferably) supernatural smile. The one inescapable fact in the study of tooth whitening is that patients are very eager to have brighter and white smiles.

The idea behind this book is to simplify the journey of aspiring readers and researchers to understand Big Data, IoT and Machine Learning. It also includes various real-time/offline applications and case studies in the fields of engineering, computer science, information security and cloud computing using modern tools. This book consists of two sections: Section I contains the topics related to Applications of Machine Learning, and Section II addresses issues about Big Data, the Cloud and the Internet of Things. This brings all the related technologies into a single source so that undergraduate and postgraduate students, researchers, academicians and people in industry can easily understand them. Features Addresses the complete data science technologies workflow Explores basic and high-level concepts and services as a manual for those in the industry and at the same time can help beginners to understand both basic and advanced aspects of machine learning Covers data processing and security solutions in IoT and Big Data applications Offers adaptive, robust, scalable and reliable applications to develop solutions for day-to-day problems Presents security issues and data migration techniques of NoSQL databases