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Introduction to Machine Learning with Applications in Information Security, Second Edition provides a classroom-tested introduction to a wide variety of machine learning and deep learning algorithms and techniques, reinforced via realistic applications. The book is accessible and doesn’t prove theorems, or dwell on mathematical theory. The goal is to present topics at an intuitive level, with just enough detail to clarify the underlying concepts.

Volume 23, entitled Molecular Bio-Sensors and the Role of Metal Ions, of the series Metal Ions in Life Sciences (MILS) represents a milestone of contemporary progress and understanding of molecular bio-sensors for metal ions. It is bringing together the latest research in academia and industry, and it also emphasizes the spectrum of evolving regulations from regulatory bodies. This vibrant research area is covered by 31 internationally recognized experts. The impact of MILS-23 is manifested by more than 1300 references and close to 200 figures, more than 100 of them in color; further information is summarized in several tables.

This book explores the significant deliverables of psychology to society in five sections: identity and relationship, psychology for gainful employment, psychology customized to the community, culturally embedded psychology and alternatives for maximizing psychology. The authors, social scientists of diverse nationalities, represent novel psychological methods, tools and procedures that can have immense social utility in strengthening the relationship and rejuvenating the community.