It is crucial that forensic science meets challenges such as identifying hidden patterns in data, validating results for accuracy, and understanding varying criminal activities in order to be authoritative so as to hold up justice and public safety. Artificial intelligence, with its potential subsets of machine learning and deep learning, has the potential to transform the domain of forensic science by handling diverse data, recognizing patterns, and analyzing, interpreting, and presenting results. Machine Learning and deep learning frameworks, with developed mathematical and computational tools, facilitate the investigators to provide reliable results. Further study on the potential uses of these technologies is required to better understand their benefits. Aiding Forensic Investigation Through Deep Learning and Machine Learning Frameworks provides an outline of deep learning and machine learning frameworks and methods for use in forensic science to produce accurate and reliable results to aid investigation processes. The book also considers the challenges, developments, advancements, and emerging approaches of deep learning and machine learning. Covering key topics such as biometrics, augmented reality, and fraud investigation, this reference work is crucial for forensic scientists, law enforcement, computer scientists, researchers, scholars, academicians, practitioners, instructors, and students.

This book examines the question of what we mean when we talk about life, revealing new insights into what life is, what it does, and why it matters. Jenell Johnson studies arguments on behalf of life-not just of the human or animal variety, but all life. She considers, for example, the Standing Rock Sioux tribe's fight for water, deep ecologists' Earth First! activism, the Voluntary Human Extinction Movement, and astrophysicists' positions on Martian microbes. What she reveals is that this advocacy-vital advocacy-expands our view of what counts as life and shows us what it would mean for the moral standing of human life to be extended to life itself. Including short interviews with celebrated ecological writer Dorion Sagan, former NASA Planetary Protection Officer Catharine Conley, and leading figure in Indigenous and environmental studies Kyle Whyte, Every Living Thing provides a capacious view of life in the natural world. This book is a must-read for anyone interested in biodiversity, bioethics, and the environment.

Spiritual masters through the ages have devised methods different than those of science for investigating the great mystery of nature by, for example, immersing themselves in it, making use of silence, stillness, and solitude. The scientific and spiritual quests have been the two great quests of humanity, but somehow a feeling has developed that science is antagonistic to spirituality. Since the whole of reality is built up of both matter and consciousness, why should the quest for the understanding of order in the external world be antagonistic to the quest for the understanding of order in the inner world of our consciousness? Science and Spirituality for a Sustainable World brings together theories, methodologies, new ideas, experiences, and applications emphasizing the importance of both spirituality and skill for leadership and sustainable management, sensitizing leaders and management practitioners toward the spirituality-skill paradigm, skill-based leadership, and highlighting the role of spiritual values for environmental sustainability. Featuring a wide range of topics that focus on the relationship between spirituality and science such as spiritual education, management practices, and traditional wisdom, this book is essential for researchers, academicians, administrators, managers, professionals, policymakers, and students.

Semiconductors and Modern Electronics is a brief introduction to the physics behind semiconductor technologies. Chuck Winrich, a physics professor at Babson College, explores the topic of semiconductors from a qualitative approach to understanding the theories and models used to explain semiconductor devices. Applications of semiconductors are explored and understood through the models developed in the book. The qualitative approach in this book is intended to bring the advanced ideas behind semiconductors to the broader audience of students who will not major in physics. Much of the inspiration for this book comes from Dr. Winrich's experience teaching a general electronics course to students majoring in business. The goal of that class, and this book, is to bring forward the science behind semiconductors, and then to look at how that science affects the lives of people.

Authored by London-based Researcher from Imperial, Exponential Progress takes readers on a journey through over seven decades of progress, as technology has shaped and controlled everything from banking and business to education, medicine, and the very basis of the human genome. It is a must read for anyone look to learn about fascinating emerging technologies that will disrupt our lives over the next ten years. Humanity is progressing towards a world that will be dominated by the end-results the scientific inventions that will evolve over the next decade. Technological progress has accelerated over the past decade - it was slow and buggy at the beginning, but the rate of improvement is now exponential. The growth is accelerating faster than we could have ever imagined. From a business perspective, these ground-breaking technologies are expected to be the best investments for the next decade. That is why investors and entrepreneurs are tenacious to grow rapidly. But where did it all start? How far have we come in the past 70 years since we developed the first digital computer? Thousands of innovators are in the process of developing the building blocks of these technologies, that will radically grow over the next decade and potentially dominate the century. But now, civilisation has reached a point when this progress cannot be controlled. The author cuts to the core of what humanity has achieved since the invention of the digital computer, where the new jaw-dropping technological innovation will come from, and where the line is drawn between fact and fad. This nonfiction meticulously looks back at the history, analyse current progress and what the researchers have achieved until now. The author attempts to comprehend the need for advancement and in parallel, the potential over the next decade, and reflecting on the necessity of control. If you are interested in new technologies, this will be one of the best books to read. Prepared to be mind-blown with the ideas you are going to find. Farabi, the author of Exponential Progress, is the Head of Research at IntelXSys(TM) and working as one of the Research Experience Leads for Clinical Research and Innovation (CRI) module at the Imperial College London. He has worked with over 100 companies as a technology consultant and spoken at a number of international conferences around the world.

Student-scientist-teacher interactions provide students with several advantages. They provide opportunities to interact with experts and professionals in the field, give students a chance at meeting a role model that may impact students' career choices, and increase awareness of available career options combined with an understanding of how their skills and interests affect their career decisions. Additionally, it enhances attitudes and interest toward STEM professions for students and grants opportunities to connect with scientists as human beings and see them as "real people," replacing stereotypical perceptions of scientists. Moreover, there are many advantages for the teacher or informal educator when these partnerships are established. For these reasons and more, numerous studies are often conducted involving the partnerships of students, scientists, and teachers. Enhancing Learning Opportunities Through Student, Scientist, and Teacher Partnerships organizes a collection of research on student-scientist-teacher partnerships and presents the models, benefits, implementation, and learning outcomes of these interactions. This book presents a variety of different scientist-student-teacher partnerships with research data to support different learning outcomes in settings like schools, after-school programs, museums, science centers, zoos, aquariums, children's museums, space centers, nature centers, and more. This book is ideal for in-service and preservice teachers, administrators, teacher educators, practitioners, stakeholders, researchers, academicians, and students interested in research on beneficial student-scientist-teacher partnerships/models in formal and informal settings.

As early as 2030 the Arctic Ocean could lose essentially all of its ice during the warmest months of the year-a radical transformation that would destroy virtually all of the Arctic ecosystems and disrupt or destroy many northern communities, if not many communities along the coastal areas of Earth. Even now concentrations of Greenhouse gases are rising dramatically - because of mankind's industry as well as human overpopulation leading to the destruction of the cycle of photosynthesis. The human of Earth seems to be leading its own extinction. Has the cycle reached its "critical mass" and now unable to be reversed? Will popular social efforts such as "Going Green" help in any way whatsoever at this point in a global evolutionary crisis? In only a few - perhaps two - generations of the human race might we know the answers to whether the human race will have a planet capable of sustaining life without ever leaving this world.