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MACHINE LEARNING USING GOOGLE COLAB - for Chemistry & Biochemistry Applications

Author Name: Prof. P. Subashini, Dr. T.T. Dhivyaprabha, Ms. M.B. Jennyfer Susan | Format: Paperback | Genre : Educational & Professional | Other Details

The core idea of this book entitled “Machine Learning using Google Colab - for Chemistry & Biochemistry Applications” is to lay a foundation or stepping stone to explain the algorithmic approach for solving chemistry & bio-chemistry oriented research problems at the practical level. It explains various kinds of concepts, such as, classification, pre-processing techniques, datasets, packages, library files, data repository, clustering, prediction, coding, data visualization, analysis, forms, commands and case studies. The scope of this book covers a broad spectrum of people including faculty members, researchers, research scholars, students, and programmers to gain knowledge about how machine learning codes are written to construct a model for solving real-time complex problems. The entire source codes utilized in this book are available on GitHub and URL links to access those codes are given at the end of respective chapters.   

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Prof. P. Subashini, Dr. T.T. Dhivyaprabha, Ms. M.B. Jennyfer Susan

Prof. P. Subashini is working for Department of Computer Science, Avinashilingam University for Women, Tamil Nadu India, from 1994. She is the coordinator of the Centre for Machine Learning and Intelligence sanctioned by Department of Science and Technology. Her research has spanned a large number of disciplines like Image analysis, Pattern recognition, Neural networks, and Computational Intelligence. She has authored and co-authored 7 Books, 9 Book chapters, 1 Monograph, 194 research papers both at international and national levels. she received 15 sponsored research projects worth more than 5.12 crores from various government funding agencies. She also extended her contribution towards various international collaborations with universities from USA, Germany and Morocco.

Dr. T.T. Dhivyaprabha is working as Research Associate in the “Core Research Grant for Artificial Intelligence - AI” project funded by DST-CURIE-AI-PHASE-II, Centre for Machine Learning and Intelligence from May 2021 to till now. She has published 1 book, 6 journals, 5 book chapters and 21 papers in international conferences. She has 4 years of teaching experience and worked on research projects funded by DST, SERB, UGC-Startup and DRDO NPOL. Her area of interest includes Computational Intelligence, Image Processing and Analysis and Internet of Things (IoT).

Ms. M.B. Jennyfer Susan, Research Scholar in Department of Computer Science, Centre for Machine Learning and Intelligence at Avinashilingam Institute for Home Science and Higher Education for Women, Tamil Nadu India. She has published 1 International Journal, 1 National Conference, 2 International Conferences and 1 Book Chapter.  The Research area of interest includes Vision AI, Medical Image Processing and Neural Networks.

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