She Believed She Could Make A Difference So She Became A Data Scientist

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Storytelling with Data

Author : Cole Nussbaumer Knaflic
Publisher : John Wiley & Sons
ISBN 13 : 1119002265
Total Pages : 284 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Storytelling with Data by : Cole Nussbaumer Knaflic

Download or read book Storytelling with Data written by Cole Nussbaumer Knaflic and published by John Wiley & Sons. This book was released on 2015-10-09 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Don't simply show your data—tell a story with it! Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples—ready for immediate application to your next graph or presentation. Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to: Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data—Storytelling with Data will give you the skills and power to tell it!

Data Feminism

Author : Catherine D'Ignazio
Publisher : MIT Press
ISBN 13 : 0262358530
Total Pages : 328 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Data Feminism by : Catherine D'Ignazio

Download or read book Data Feminism written by Catherine D'Ignazio and published by MIT Press. This book was released on 2020-03-31 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new way of thinking about data science and data ethics that is informed by the ideas of intersectional feminism. Today, data science is a form of power. It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought. Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.” Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.

Situating Data Science

Author : Michelle Hoda Wilkerson
Publisher : Routledge
ISBN 13 : 1000573575
Total Pages : 188 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Situating Data Science by : Michelle Hoda Wilkerson

Download or read book Situating Data Science written by Michelle Hoda Wilkerson and published by Routledge. This book was released on 2022-04-19 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emerging field of Data Science has had a large impact on science and society. This book explores how one distinguishing feature of Data Science – its focus on data collected from social and environmental contexts within which learners often find themselves deeply embedded – suggests serious implications for learning and education. Drawing from theories of learning and identity development in the learning sciences, this volume investigates the impacts of these complex relationships on how learners think about, use, and share data, including their understandings of data in light of history, race, geography, and politics. More than just using ‘real world examples’ to motivate students to work with data, this book demonstrates how learners’ relationships to data shape how they approach those data with agency, as part of their social and cultural lives. Together, the contributions offer a vision of how the learning sciences can contribute to a more expansive, socially aware, and transformative Data Science Education. The chapters in this book were originally published as a special issue of the Journal of the Learning Sciences.

Weapons of Math Destruction

Author : Cathy O'Neil
Publisher : Crown Publishing Group (NY)
ISBN 13 : 0553418815
Total Pages : 274 pages
Book Rating : 4.5/5 (534 download)

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Book Synopsis Weapons of Math Destruction by : Cathy O'Neil

Download or read book Weapons of Math Destruction written by Cathy O'Neil and published by Crown Publishing Group (NY). This book was released on 2016 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: "A former Wall Street quantitative analyst sounds an alarm on mathematical modeling, a pervasive new force in society that threatens to undermine democracy and widen inequality,"--NoveList.

Happiness, Well-being and Sustainability

Author : Laura Musikanski
Publisher : Routledge
ISBN 13 : 1000074129
Total Pages : 123 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Happiness, Well-being and Sustainability by : Laura Musikanski

Download or read book Happiness, Well-being and Sustainability written by Laura Musikanski and published by Routledge. This book was released on 2020-05-28 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: Happiness, Well-being and Sustainability: A Course in Systems Change is the first textbook bridging the gap between personal happiness and sustainable social change. The book provides a guide for students to increase their skills, literacy and knowledge about connections between a sense of well-being and systems change. Further, it can help students live a life that brings them happiness and contributes to the well-being of others and the sustainability of our planet. The book is presented in seven chapters covering the subjects of systems thinking, personal and societal values, measuring happiness, human needs, ecological sustainability and public policy. In addition, each section includes engaging exercises to empower students to develop their own ideas, prompts for group discussion, suggestions for additional research and an extensive list of resources and references. The book is written in the context of systems thinking with a style that is approachable and accessible. Happiness, Well-being and Sustainability provides essential reading for students in courses on happiness, social change and sustainability studies, and provides a comprehensive framework for instructors looking to initiate courses in this field. A website to support the professors teaching the book is available at : https://www.happycounts.org/coursebook.html

Computerworld

Author :
Publisher :
ISBN 13 :
Total Pages : 132 pages
Book Rating : 4./5 ( download)

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Book Synopsis Computerworld by :

Download or read book Computerworld written by and published by . This book was released on 1982-03-15 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: For more than 40 years, Computerworld has been the leading source of technology news and information for IT influencers worldwide. Computerworld's award-winning Web site (Computerworld.com), twice-monthly publication, focused conference series and custom research form the hub of the world's largest global IT media network.

Fair Play

Author : Katie Barnes
Publisher : St. Martin's Press
ISBN 13 : 1250276632
Total Pages : 155 pages
Book Rating : 4.2/5 (52 download)

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Book Synopsis Fair Play by : Katie Barnes

Download or read book Fair Play written by Katie Barnes and published by St. Martin's Press. This book was released on 2023-09-19 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: “[An] electrifying debut...Through in-depth and compassionate reporting, Barnes breaks down the misunderstood science surrounding sex and gender that has been used to keep cisgender women out of sports and has fueled debate over trans athletes participation in women’s sports.”—Shannon Carlin, TIME magazine, “100 Must-Read Books of 2023” For decades women have been playing competitive sports, thanks in large part to the protective cover of Title IX. Since the passage of that law, the number of women participating in sports and the level of competition in high school and college and professionally, has risen dramatically. In Fair Play, award-winning journalist Katie Barnes traces the evolution of women’s sports as a pastime and a political arena where equality and fairness have been fought over for generations. As attitudes toward gender have shifted to embrace more fluidity in recent decades, sex continues to be viewed as a static binary that is easily determined: male or female. It is on the very idea of static sex that we have built an entire sporting apparatus. Now that foundation is being hotly debated as a result of intense culture wars. Many transgender and intersex athletes, including a South African runner, a wrestler in Texas, a Connecticut track star, and a swimmer at the University of Pennsylvania, have captured the attention of law and policymakers who want to decide how and when they compete. Women’s sports, since their inception, have been seen as a separate class of competition that requires protection and rules for entry. But what are those rules and who gets to make them? Fair Play looks at all sides of the issue and presents a reasoned and much-needed solution that seeks to preserve opportunities for all going forward.

The Baltimore Case: A Trial of Politics, Science, and Character

Author : Daniel J. Kevles
Publisher : W. W. Norton & Company
ISBN 13 : 0393254860
Total Pages : 516 pages
Book Rating : 4.3/5 (932 download)

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Book Synopsis The Baltimore Case: A Trial of Politics, Science, and Character by : Daniel J. Kevles

Download or read book The Baltimore Case: A Trial of Politics, Science, and Character written by Daniel J. Kevles and published by W. W. Norton & Company. This book was released on 2000-01-17 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: "You read with a rising sense of despair and outrage, and you finish it as if awakening from a nightmare only Kafka could have conceived."--Christopher Lehmann-Haupt, New York Times David Baltimore won the Nobel Prize in medicine in 1975. Known as a wunderkind in the field of immunology, he rose quickly through the ranks of the scientific community to become the president of the distinguished Rockefeller University. Less than a year and a half later, Baltimore resigned from his presidency, citing the personal toll of fighting a long battle over an allegedly fraudulent paper he had collaborated on in 1986 while at MIT. From the beginning, the Baltimore case provided a moveable feast for those eager to hold science more accountable to the public that subsidizes its research. Did Baltimore stonewall a legitimate government inquiry? Or was he the victim of witch hunters? The Baltimore Case tells the complete story of this complex affair, reminding us how important the issues of government oversight and scientific integrity have become in a culture in which increasingly complicated technology widens the divide between scientists and society.

The Gene Editors

Author : Louisa Ghevaert
Publisher : Troubador Publishing Ltd
ISBN 13 : 1805147951
Total Pages : 224 pages
Book Rating : 4.8/5 (51 download)

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Book Synopsis The Gene Editors by : Louisa Ghevaert

Download or read book The Gene Editors written by Louisa Ghevaert and published by Troubador Publishing Ltd. This book was released on 2024-05-29 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Susie Miller, a 40-something Life Sciences lawyer unwittingly stumbles into the murky and dangerous global biotechnology arms-race and the struggle to control its power and wealth. She takes readers through an eye-opening journey of discovery and intrigue through the complex and secretive world of gene-editing. Her fascination with the creation of the world’s first gene-edited babies in 2018 triggers alarm bells. Her research quickly sparks interest from the military, governments, private entities and various intelligence services which intensifies as the global Covid-19 pandemic unfolds. Susie’s specific paradigm in understanding the bigger picture begins to unlock the secrecy and obfuscation surrounding catastrophic world events. Her unique ability to bring new understanding to the confusion and global devastation results in a frightening journey that sucks her into a shadowy covert world. The stakes for all involved could not have been higher. Inspired by real life events, Susie’s investigation marks 4-years independent research into biotechnology, genomics, creation of the world’s first gene-edited babies, world affairs, infectious diseases and origins, impact and legacy of Covid-19.

International Handbook on Giftedness

Author : Larisa Shavinina
Publisher : Springer Science & Business Media
ISBN 13 : 1402061625
Total Pages : 1546 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis International Handbook on Giftedness by : Larisa Shavinina

Download or read book International Handbook on Giftedness written by Larisa Shavinina and published by Springer Science & Business Media. This book was released on 2009-08-12 with total page 1546 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook presents a panoramic view of the field of giftedness. It offers a comprehensive and authoritative account on what giftedness is, how it is measured, how it is developed, and how it affects individuals, societies, and the world as a whole. It examines in detail recent advances in gifted education. The handbook also presents the latest advances in the fast-developing areas of giftedness research and practice, such as gifted education and policy implications. In addition, coverage provides fresh ideas, from entrepreneurial giftedness to business talent, which will help galvanize and guide the study of giftedness for the next decade.

When Minds Meet: The Work of Lewis Aron

Author : Galit Atlas
Publisher : Routledge
ISBN 13 : 1000258165
Total Pages : 269 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis When Minds Meet: The Work of Lewis Aron by : Galit Atlas

Download or read book When Minds Meet: The Work of Lewis Aron written by Galit Atlas and published by Routledge. This book was released on 2020-11-29 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: This extraordinary volume offers a sampling of Lewis Aron’s most important contributions to relational psychoanalysis. One of the founders of relational thinking, Aron was an internationally recognized psychoanalyst, sought after teacher, lecturer, and the Director of the New York University Postdoctoral Program in Psychotherapy and Psychoanalysis. His pioneering work introduced and revolutionized the concepts of mutuality, the analyst’s subjectivity, and the paradigm of mutual vulnerability in the analytic setting. During the last few years of his life, Aron was exploring the ethical considerations of writing psychoanalytic case histories and the importance of self-reflection and skepticism not only for analysts with their patients, but also as a stance towards the field of psychoanalysis itself. Aron is known for his singular, highly compelling teaching and writing style and for an unparalleled ability to convey complex, often comparative theoretical concepts in a uniquely inviting and approachable way. The reader will encounter both seminal papers on the vision and method of contemporary clinical practice, as well as cutting edge newer writing from the years just before his death. Edited and with a foreword by Galit Atlas, each chapter is preceded by a new introduction by some of the most important thinkers in our field: Jessica Benjamin, Michael Eigen, Jay Greenberg, Adrienne Harris, Stephen Hartman, Steven Kuchuck, Thomas Ogden, Joyce Slochower, Donnel Stern, Merav Roth, Chana Ullman, and Aron himself. This book will make an important addition to the libraries of experienced clinicians and psychoanalytic scholars already familiar with Aron’s work, as well as students, newer professionals or anyone seeking an introduction to relational psychoanalysis and one of its most stunning, vibrant voices.

Making Healthcare Green

Author : Nina S. Godbole
Publisher : Springer
ISBN 13 : 3319790692
Total Pages : 277 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Making Healthcare Green by : Nina S. Godbole

Download or read book Making Healthcare Green written by Nina S. Godbole and published by Springer. This book was released on 2018-08-14 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers examples of how data science, big data, analytics, and cloud technology can be used in healthcare to significantly improve a hospital’s IT Energy Efficiency along with information on the best ways to improve energy efficiency for healthcare in a cost effective manner. The book builds on the work done in other sectors (mainly data centers) in effectively measuring and improving IT energy efficiency and includes case studies illustrating power and cooling requirements within Green Healthcare. Making Healthcare Green will appeal to professionals and researchers working in the areas of analytics and energy efficiency within the healthcare fields.

Build for Tomorrow

Author : Jason Feifer
Publisher : Harmony
ISBN 13 : 0593235398
Total Pages : 190 pages
Book Rating : 4.5/5 (932 download)

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Book Synopsis Build for Tomorrow by : Jason Feifer

Download or read book Build for Tomorrow written by Jason Feifer and published by Harmony. This book was released on 2022-09-06 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Build for Tomorrow will change the way you think so you can overcome any obstacle and reach your full potential.”—Jim Kwik, New York Times bestselling author of Limitless The moments of greatest change can also be the moments of greatest opportunity. Adapt more quickly and use the power of change to your advantage with this guide from the editor in chief of Entrepreneur magazine and host of the Build for Tomorrow podcast. We experience change in four phases. The first is panic. Then we adapt. Then we find a new normal. And then, finally, we reach the phase we could not have imagined in the beginning, the moment when we realize that we wouldn’t go back. Build for Tomorrow is designed to accelerate that process—to help you lessen your panic, adapt faster, define the new normal, and thrive going forward. And it arrives as we all, in some way, have felt a shift in our lives. The pandemic forced a moment of collective change, and we are still being forced to make new plans and adjustments to our lives, families, and careers. Many of us will never go back, continuing to work from home, demanding higher wages, or starting new businesses. To help people along this journey, Entrepreneur magazine editor in chief Jason Feifer offers stories, lessons, and concrete exercises from the most potent sources of change in our world. He speaks to the world’s most successful changemakers—from global celebrities like Dwayne “The Rock” Johnson and Maria Sharapova to innovative CEOs and Main Street heroes—to learn how they decide what to protect, what to discard, and how to move forward without fear. He also draws lessons from history, looking at how massive changes across time can help us better understand the opportunities of today. For example, he finds guidance for our post-pandemic realities inside the power shifts that occurred after the Bubonic Plague, and he reveals how the history of innovations like the elevator and even the teddy bear can teach anyone to be more forward-thinking. We cannot anticipate tomorrow’s needs, but it shouldn’t take a crisis to push us forward. This book will show you how to make change on your own terms.

Leadership in Statistics and Data Science

Author : Amanda L. Golbeck
Publisher : Springer Nature
ISBN 13 : 3030600602
Total Pages : 432 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Leadership in Statistics and Data Science by : Amanda L. Golbeck

Download or read book Leadership in Statistics and Data Science written by Amanda L. Golbeck and published by Springer Nature. This book was released on 2021-03-22 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited collection brings together voices of the strongest thought leaders on diversity, equity and inclusion in the field of statistics and data science, with the goal of encouraging and steering the profession into the regular practice of inclusive and humanistic leadership. It provides futuristic ideas for promoting opportunities for equitable leadership, as well as tested approaches that have already been found to make a difference. It speaks to the challenges and opportunities of leading successful research collaborations and making strong connections within research teams. Curated with a vision that leadership takes a myriad of forms, and that diversity has many dimensions, this volume examines the nuances of leadership within a workplace environment and promotes storytelling and other competencies as critical elements of effective leadership. It makes the case for inclusive and humanistic leadership in statistics and data science, where there often remains a dearth of women and members of certain racial communities among the employees. Titled and non-titled leaders will benefit from the planning, evaluation, and structural tools offered within to contribute inclusive excellence in workplace climate, environment, and culture.

Neural Search - From Prototype to Production with Jina

Author : Bo Wang
Publisher : Packt Publishing Ltd
ISBN 13 : 1801818800
Total Pages : 188 pages
Book Rating : 4.8/5 (18 download)

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Book Synopsis Neural Search - From Prototype to Production with Jina by : Bo Wang

Download or read book Neural Search - From Prototype to Production with Jina written by Bo Wang and published by Packt Publishing Ltd. This book was released on 2022-10-14 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: Implement neural search systems on the cloud by leveraging Jina design patterns Key FeaturesIdentify the different search techniques and discover applications of neural searchGain a solid understanding of vector representation and apply your knowledge in neural searchUnlock deeper levels of knowledge of Jina for neural searchBook Description Search is a big and ever-growing part of the tech ecosystem. Traditional search, however, has limitations that are hard to overcome because of the way it is designed. Neural search is a novel approach that uses the power of machine learning to retrieve information using vector embeddings as first-class citizens, opening up new possibilities of improving the results obtained through traditional search. Although neural search is a powerful tool, it is new and finetuning it can be tedious as it requires you to understand the several components on which it relies. Jina fills this gap by providing an infrastructure that reduces the time and complexity involved in creating deep learning–powered search engines. This book will enable you to learn the fundamentals of neural networks for neural search, its strengths and weaknesses, as well as how to use Jina to build a search engine. With the help of step-by-step explanations, practical examples, and self-assessment questions, you'll become well-versed with the basics of neural search and core Jina concepts, and learn to apply this knowledge to build your own search engine. By the end of this deep learning book, you'll be able to make the most of Jina's neural search design patterns to build an end-to-end search solution for any modality. What you will learnUnderstand how neural search and legacy search workGrasp the machine learning and math fundamentals needed for neural searchGet to grips with the foundation of vector representationExplore the basic components of JinaAnalyze search systems with different modalitiesUncover the capabilities of Jina with the help of practical examplesWho this book is for If you are a machine learning, deep learning, or artificial intelligence engineer interested in building a search system of any kind (text, QA, image, audio, PDF, 3D models, or others) using modern software architecture, this book is for you. This book is perfect for Python engineers who are interested in building a search system of any kind using state-of-the-art deep learning techniques.

Everyday Physical Science Mysteries

Author : Richard Konicek-Moran
Publisher : NSTA Press
ISBN 13 : 1936959291
Total Pages : 279 pages
Book Rating : 4.9/5 (369 download)

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Book Synopsis Everyday Physical Science Mysteries by : Richard Konicek-Moran

Download or read book Everyday Physical Science Mysteries written by Richard Konicek-Moran and published by NSTA Press. This book was released on 2013 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: What can make a ball roll faster? Does the temperature of wood affect the heat of a fire? How can old-fashioned tin can telephones teach today's students about sound and technology? By presenting everyday mysteries like these, this book will motivate your students to carry out hands-on science investigations and actually care about the results. The 21 open-ended mysteries focus exclusively on physical science, including motion, friction, temperature, forces, and sound. The stories come with lists of science concepts to explore, grade-appropriate strategies for using them, and explanations of how the lessons align with national standards. They also relieve you of the tiring work of designing inquiry lessons from scratch.

There's Something Weird Going On

Author : ego_bot
Publisher : ego_bot
ISBN 13 :
Total Pages : 326 pages
Book Rating : 4.9/5 (92 download)

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Book Synopsis There's Something Weird Going On by : ego_bot

Download or read book There's Something Weird Going On written by ego_bot and published by ego_bot. This book was released on 2024-05-23 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: A young man uses hallucinogenic drugs to escape what he believes is a simulated reality. Two wildlife biologists discover video evidence of Bigfoot on a trail cam. A tree posits the origin of the Universe and the meaning of life. From cyber dramas about population decline and AI art to a planetary invasion by giant monsters shaped like an ancient religious symbol, There's Something Weird Going On offers ten tales of empathy for thinking beings in a rapidly changing world. Emanating from the heartfelt fiction of Ted Chiang and Greg Egan, and fueled by the existential angst of the modern era, this collection weaves morality and metaphysics, consciousness and conservation, and love and loss into visions of haunting optimism, offering an ember of solace to all souls who call this strange reality home.