The idea behind this book is to simplify the journey of aspiring readers and researchers to understand the Big Data, IoT and Machine Learning. It also includes various real time/ offline applications and case studies in the field of engineering, computer science, information security, cloud computing with modern tools & technologies used.
This book consists of two sections - Section I contains the topics related to Applications of Machine Learning and section II address issues about Big Data, Cloud and Internet of Things. This brings all the related technologies into a single source so that undergraduate and postgraduate students, researchers, academicians, and industry people can easily understand.
Table of Contents
1. Fundamentals of Big Data, IoT and Machine Learning. 2. IoT in Big Data. 3. Cloud Computing in Big Data. 4. Big Data Analytics. 5. Hadoop Ecosystem. 6. Tools of Big Data. 7. Big Data and NoSQL Databases. 8. Data Migration Techniques in NoSQL. 9. Security Issues of NoSQL Databases. 10. Machine Learning Classifiers. 11. Dimensionality Reduction. 12. Embedding a Machine Learning Model into Web Application. 13. Clustering Analysis. 14. Applying Machine Learning to Sentiment Analysis. 15. Big data analytics for cyber-security and privacy in IoT.
Rashmi Agrawal is working as Professor in Department of Computer Applications in MRIIRS, Faridabad. Dr. Agrawal has a rich teaching experience of more than 17 years. She is UGC-NET(CS) qualified. She has completed PhD, M.Phil, MTech , MSc and MBA(IT). She has completed her PhD in the area of Machine Learning. Her area of expertise includes Artificial Intelligence, Machine Learning, Data Mining and Operating System She has published more than 40 research papers in various national and International conferences and peer reviewed Journals and authored many books and chapters in edited books. She has been editor in many edited books with international publishers. She has organized various Faculty Development Programmes and participated in workshops and Faculty development Programmes. She is a life time member of Computer Society of India. She has been a member of the editorial board in various journals and Technical Programme Committee in various conferences of repute. She has visited Malaysia in an international conference and Newzealand for two weeks under faculty exchange program.
Marcin Paprzycki is an Associate Professor at the Systems Research Institute, Polish Academy of Sciences. He has an MS from Adam Mickiewicz University in Poznań, Poland, a Ph.D from Southern Methodist University in Dallas, Texas, and a Doctor of Science from the Bulgarian Academy of Sciences. He is a senior member of IEEE, a senior member of ACM, a Senior Fulbright Lecturer, and an IEEE CS Distinguished Visitor. He has contributed to more than 450 publications and was invited to the program committees of over 500 international conferences. He is on the editorial boards of 15 journals.
Neha Gupta is currently working as an Associate professor, Faculty of Computer Applications at Manav Rachna International Institute of Research and Studies, Faridabad campus. She has done her PhD from Manav Rachna International University, Faridabad . She has total of 13+ year of experience in teaching and research. She is a Life Member of ACM CSTA, Tech Republic and Professional Member of IEEE. She has authored and coauthored 30 research papers in SCI/SCOPUS/Peer Reviewed Journals and IEEE/IET Conference proceedings in areas of Web Content Mining, Mobile Computing, and Web Content Adaptation. She has also authored books with international publisher like IGI Global and Pacific International and has also authors various book chapters with publishers like Elsevier, IGI Global, CRC Press etc. Her research interests include ICT in Rural Development, Web Content Mining, Cloud Computing, Data Mining and NoSQL Databases. She is a technical programme committee (TPC) member in various conferences across globe. She is an active reviewer for International Journal of Computer and Information Technology and in various IEEE Conferences around the world. She is one of the Editorial and review board members in International Journal of Research in Engineering and Technology