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Intelligent Systems: Principles and Practices of Machine Learning

Dr. Parbin Sultana, Ms. Monika Saini, Ms. Anjali Dhamiwal, Manisha Jain and Dr. Manjunatha D

Format

Paperback and e – book

ISBN

978-81-19477-78-4

Pages

214 Pages

Price

Rs. 1000/- ( $80 )

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An important resource for comprehending the fundamental and sophisticated ideas of machine learning is Intelligent Systems: Principles and Practices of Machine Learning. The book, which is intended for professionals, researchers, and students, covers fundamental subjects including reinforcement learning, neural networks, and supervised and unsupervised learning.

The book provides insights into real-world applications by bridging the gap between academics and industry by fusing theory with real-world experiences. This book is a comprehensive resource for anybody hoping to succeed in the field of machine learning as it also examines ethical issues, difficulties, and the future of intelligent systems.

  • Dr. Parbin Sultana, She has expertise in the field of Quantitative Techniques, Operations and Production Management, Research Methodology, Mathematical Statistics, Bio-Statistics, Demography and Data Analytics (ML & AI). She has more than 16 years of experience in the field of teaching and served as Controller of Examination & Admission at University of Science & Technology Meghalaya for 3 years. She has published articles & Research Papers both in national as well as international journals which include in UGC CARE, Peer Review, web of Science and SCOPUS Indexed journals. She has been presenting research papers at various national & international seminars & conferences and also remained as chairperson of technical sessions. Also, she has conducted national workshops on Data Analysis and on Research Methodology. Three books have been edited by her. She was awarded Shuvom Saikia Memorial award for securing first class first position in M.Sc Previous Examination (in Statistics) of Guwahati University and also pursued Advanced Programme in Data sciences from Indian Institute of Management Calcutta. She has produced four Ph.D. Scholars and presently she is guiding eight numbers of research scholars. She is delivering lectures on various socio-economic problems faced by women on different platforms.

  • Ms. Monika Saini believes that an investment in knowledge always pays the best interest. Head of Department of CSE at World College of Technology and Management. She is a scholar of Ph.D. in Computer Science and Engineering at Jagganath University. Ms. Monika Saini is an M.Tech from KIIT College of Engineering (Gurugram ), a B.Ed from B.S College of Education (Narnaul ), and a B.Tech from Echelon Institute of Technology (Faridabad ) affiliated to MDU Rohtak.

    She has experience of running 12.5 years including 3 years of experience in the Industry. Earlier she was associated with Yaduvanshi College of Engineering and Technology (Narnaul) and Appletech Computer Education (Narnaul).

    She is teaching various graduate and post-graduate level subjects of Computer Science and Engineering like Machine learning, Data science, Artificial Intelligence Big Data analysis, Cyber Security, Fundamental Programming, Computer Graphics, etc. With thought that education is not only about gathering information and applying it, it also deals with the essence of what it means to be human. She has also written various research papers in National conferences and International Journals.

    She has attended various seminars, conferences, and workshops. She has also served as a seminar and project coordinator and shared her experience with students for their overall grooming in today’s competitive scenario. She has guided many UG and PG projects during her academic experience. She has also been a part of cocurriculum activities. She believes that education’s purpose is to replace an empty mind with an open one

  • Ms. Anjali Dhamiwal, Pursuing PhD (computer science and Engineering) from NorthCap University, Gurgaon. She is also did MTech from Amity University, Manesar. She is associated with the World College of Technology and Management as Assistant Professor in the Computer Science and Engineering.

    She is teaching graduate and Post Graduate level subjects in Computer science and Engineering of various semesters like computer Network, Complier Design, web Designing etc. She has also published three Research papers in various Journals.

    • Cluster Based Approaches for Energy Efficiency in WSN ( ICRTC-2020)

    • Fuzzy Logic for Energy Efficiency of Pegasis Protocol ( IJIRSET)

    • Various Routing Protocols for energy Efficiency using cluster based in WSN

    She has been also attended various seminar like IOT, Blockchain, Excel. She has also did learning certificate in Networking (CCNA routing and Switching) and (CCNA Security) from Network Bulls. She also made a project in last semester of B.Tech that is based on routing protocols under networking. She has been also a leader of two major projects during B.Tech. Projects are Unmanned and saved railway system and another is Online Banking System. She is also a part of co-curriculum Activates in WCTM also.

  • Manisha Jain is an Assistant Professor of Business Analytics at [Your Institution's Name], specializing in analytics education for MBA and BBA students. With a robust academic background—including an MSc in Networking Systems, an MBA in Finance and HR, and a B.Tech. in Computer Science—she blends technical proficiency with business acumen in her teaching and research.

    Manisha's research interests lie in sustainability communication campaigns, gamification for promoting sustainability awareness, and risk management in cybersecurity. Her teaching portfolio covers a range of topics, including database management, statistical analysis, data visualization, cybersecurity ethics, and risk assessment.

    Passionate about integrating real-world applications into education, she actively develops authentic assessment exercises and hands-on projects that enhance student engagement and practical skills. Her interdisciplinary approach aims to bridge the gap between technology, business strategy, and sustainable practices.

  • Dr. Manjunatha D is with the Department of Electronics, Tumkur University, Tumkur. He has more than 25 years of teaching experience. He has authored 5 books in electronics. His areas of interest include programming language, Microcontroller and applications, sensors, sensor networks and communication technology.