Introduction to Python Programming And Data Structure By Liang

This extensively illustrated book presents the astrophysics of galaxies since their beginnings in the early Universe. It has been thoroughly revised to take into account the most recent observational data, and recent discoveries such as dark energy. There are new sections on galaxy clusters, gamma ray bursts and supermassive black holes. The authors explore the basic properties of stars and the Milky Way before working out towards nearby galaxies and the distant Universe. They discuss the structures of galaxies and how galaxies have developed, and relate this to the evolution of the Universe. The book also examines ways of observing galaxies across the whole electromagnetic spectrum, and explores dark matter and its gravitational pull on matter and light. This book is self-contained and includes several homework problems with hints. It is ideal for advanced undergraduate students in astronomy and astrophysics.

Is our sexuality determined primarily by our genes? Or is it shaped by the social norms and expectations we happen to be born into. This Very Short Introduction provides an accessible, thoughtful and

Get the most out of your data by getting more out of TableauTableau Your Data! shows you how to build dynamic, best of breed visualizations using the Tableau Software toolset. This comprehensive guide

The rise of feminism is undeniably one of the major events in the development of literary criticism this century. Feminist approaches have pushed forward both the theory of literary criticism and the understanding of individual works of literature. K. K. Ruthven's lucid introduction to the subject offers a broad survey, looking at the impact of Marxism, structuralism, and post-structuralism on feminist critical practice; the argument that literary language has been shaped by masculine bias; and feminist claims for distinctive styles and traditions of women's writing. As a lively contribution written by a man to a highly controversial topic dominated by women, K. K. Ruthven's study is original and even provocative, but above all serves as a valuably clear and sympathetic guide to the complexities of an important issue in modern literary studies.

Do you need to gain confidence with handling numbers and formulas? Do you want a clear, step-by-step guide to the key concepts and principles of statistics? Whether you want to understand the statist

Combining elements of comparative politics with a country-by-country analysis, author David S. Sorenson provides a complete and accessible introduction to the modern Middle East. With an emphasis on t

Modern biological classification is based on the system developed by Linnaeus, and interpreted by Darwin as representing the tree of life. But despite its widespread acceptance, the evolutionary interpretation has some problems and limitations. This comprehensive book provides a single resource for understanding all the main philosophical issues and controversies about biological classification. It surveys the history of biological classification from Aristotle to contemporary phylogenetics and shows how modern biological classification has developed and changed over time. Readers will also be able to see how biological classification is in part a consequence of human psychology, language development and culture. The book will be valuable for student readers and others interested in a range of topics in philosophy and biology.

This book provides an introduction to Riemannian geometry, the geometry of curved spaces, for use in a graduate course. Requiring only an understanding of differentiable manifolds, the author covers the introductory ideas of Riemannian geometry followed by a selection of more specialized topics. Also featured are Notes and Exercises for each chapter, to develop and enrich the reader's appreciation of the subject. This second edition, first published in 2006, has a clearer treatment of many topics than the first edition, with new proofs of some theorems and a new chapter on the Riemannian geometry of surfaces. The main themes here are the effect of the curvature on the usual notions of classical Euclidean geometry, and the new notions and ideas motivated by curvature itself. Completely new themes created by curvature include the classical Rauch comparison theorem and its consequences in geometry and topology, and the interaction of microscopic behavior of the geometry with the macroscop

The history of Ancient Babylonia in ancient Mesopatamia is epic. After playing host to three great empires, the Hammurabic and Kassite empires, and the Neo-Babylonian Empire ruled by Nebuchadnezzar, i

If the greatness of a philosophical work can be measured by the volume and vehemence of the public response, there is little question that Rousseau's Social Contract stands out as a masterpiece. Within a week of its publication in 1762 it was banished from France. Soon thereafter, Rousseau fled to Geneva, where he saw the book burned in public. At the same time, many of his contemporaries, such as Kant, considered Rousseau to be 'the Newton of the moral world', as he was the first philosopher to draw attention to the basic dignity of human nature. The Social Contract has never ceased to be read and debated in the 250 years since its publication. Rousseau's Social Contract: An Introduction offers a thorough and systematic tour of this notoriously paradoxical and challenging text. David Lay Williams offers readers a chapter-by-chapter reading of the Social Contract, squarely confronting these interpretive obstacles. The book also features a special extended appendix dedicated to outlinin

In this Very Short Introduction, Peter Hainsworth and David Robey take a different approach to Dante, by examining the main themes and issues that run through all of his work, ranging from autobiograp

With world population today edging over seven billion, and with projections for it to reach nine billion by mid-century, the ideas of eighteenth-century English cleric Thomas Malthus-and his grim pre

If my ability to react freely is constrained by forces beyond my control, am I still morally responsible for the things I do?The question of whether, how and to what extent we are responsible for our

Hailed by Cicero as "the father of history," Herodotus was both a critical thinker and a lively storyteller, a traveler who was both tourist and anthropologist. Like Homer, he set out to memorialize g

Inspired by classical geometry, geometric group theory has in turn provided a variety of applications to geometry, topology, group theory, number theory and graph theory. This carefully written textbo

For thousands of years, engineers have solved problems by designing and building new things. This informative, fun-to-color book introduces kids ages 8-12 to the many different worlds of engineering. Realistic illustrations and easy-to-understand captions explain how civil engineers build a bridge, how structural engineers erect a skyscraper, how genetic engineers alter DNA, what environmental engineers do to protect our planets, and how robotics and aerospace engineers attach a mini-helicopter to a Mars robot explorer. It's the perfect book for the next generation of STEM students.

Written by field experts this clear, engaging book adopts a global perspective to usefully examine how modern families can be explored and understood. Packed with critical pedagogy, including case-stu

Studying printed books as physical objects can reveal not only how books were produced, but also how their design and layout features emerged and came to convey meanings. This concise and accessible introduction to analytical bibliography in its historical context explains in clear, non-specialist language how to find and analyze clues about a book's manufacture and how to examine the significance of a book's design. Written by one of the most eminent bibliographical and textual scholars working today, the book is both a practical guide to bibliographical research and a history of bibliography as a developing field of study. For all who use books, this is an ideal starting point for learning how to read the object along with the words.

This collection of seventeen essays surveys major African American musical genres, both sacred and secular, from slavery to the present. With contributions by leading scholars in the field, the work b

Education is one of the hot-button issues of our time, heatedly debated by parents, teachers, local school boards, and national politicians. But despite the many measures taken to overhaul the educati

"Paganism" is an evocative word that even today conjures up deep-seated emotions and prejudices. Until recently, it was primarily a derogatory term used by Christians to describe the non-Christian cul

This major international text introduces the key themes, issues and theoretical approaches in the field. A central concern is to put the politics back into the study of communication by posing key cri

Mark A. Noll, named one of America's most influential evangelicals by Time Magazine, provides a fresh and accessible history of Protestantism from the era of Martin Luther to the present day. Noll beg

Offers a fresh understanding of the history of Muslims and their faith, from the life of Muhammad to the religion practised by 1.6 billion people around the world today. This introductory text is suit

We see nonviolent resistance all over today’s world, from Egypt’s Tahrir Square to New York Occupy. Although we think of the last century as one marked by wars and violent conflict, in fact it was jus

The increased and widespread availability of large network data resources in recent years has resulted in a growing need for effective methods for their analysis. The challenge is to detect patterns that provide a better understanding of the data. However, this is not a straightforward task because of the size of the data sets and the computer power required for the analysis. The solution is to devise methods for approximately answering the questions posed, and these methods will vary depending on the data sets under scrutiny. This cutting-edge text introduces biological concepts and biotechnologies producing the data, graph and network theory, cluster analysis and machine learning, before discussing the thought processes and creativity involved in the analysis of large-scale biological and medical data sets, using a wide range of real-life examples. Bringing together leading experts, this text provides an ideal introduction to and insight into the interdisciplinary field of network da

American criminal justice may be one of the best known - and most influential - systems of criminal justice in the world, but also the least understood: countless films and television series portray American police officers, prosecutors and lawyers, but over 95 percent of criminal matters result in guilty pleas, and trials are becoming vanishingly scarce as people accused of crime choose to strike a deal with increasingly powerful prosecutors. Sentencing 'reform' has led to a burgeoning prison population that is by far the highest among economically advanced countries. Meanwhile, American prosecutors have gained increasing (and largely unchecked) power to apply US criminal laws to worldwide corporations and individuals with little or no connection with the country. American Criminal Justice: An Introduction provides a readable, comprehensive review of the American criminal process behind these and other problems.

This book provides both students and scholars with a critical and historical introduction to the graphic novel. Jan Baetens and Hugo Frey explore this exciting form of visual and literary communication, showing readers how to situate and analyse graphic novels since their rise to prominence half a century ago. Several key questions are addressed: what is the graphic novel? How do we read graphic novels as narrative forms? Why is page design and publishing format so significant? What theories are developing to explain the genre? How is this form blurring the categories of high and popular literature? Why are graphic novelists nostalgic for the old comics? The authors address these and many other questions raised by the genre. Through their analysis of the works of many well-known graphic novelists - including Bechdel, Clowes, Spiegelman and Ware - Baetens and Frey offer significant insights for future teaching and research on the graphic novel.

This lucid, accessible introduction to supervised machine learning presents core concepts in a focused and logical way that is easy for beginners to follow. The author assumes basic calculus, linear algebra, probability and statistics but no prior exposure to machine learning. Coverage includes widely used traditional methods such as SVMs, boosted trees, HMMs, and LDAs, plus popular deep learning methods such as convolution neural nets, attention, transformers, and GANs. Organized in a coherent presentation framework that emphasizes the big picture, the text introduces each method clearly and concisely “from scratch” based on the fundamentals. All methods and algorithms are described by a clean and consistent style, with a minimum of unnecessary detail. Numerous case studies and concrete examples demonstrate how the methods can be applied in a variety of contexts.

This book describes various approaches to the Inverse Galois Problem, a classical unsolved problem of mathematics posed by Hilbert at the beginning of the century. It brings together ideas from group theory, algebraic geometry and number theory, topology, and analysis. Assuming only elementary algebra and complex analysis, the author develops the necessary background from topology, Riemann surface theory and number theory. The first part of the book is quite elementary, and leads up to the basic rigidity criteria for the realisation of groups as Galois groups. The second part presents more advanced topics, such as braid group action and moduli spaces for covers of the Riemann sphere, GAR- and GAL- realizations, and patching over complete valued fields. Graduate students and mathematicians from other areas (especially group theory) will find this an excellent introduction to a fascinating field.

Everyone has heard of the term "pseudoscience>, typically used to describe something that looks like science, but is somehow false, misleading, or unproven. Many would be able to agree on a list of things that fall under its umbrella - astrology, phrenology, UFOlogy, creationism, and eugenics might come to mind. But defining what makes these fields "pseudo" is a far more complex issue. It has proved impossible to come up with a simple criterion that enables us to differentiate pseudoscience from genuine science. Given the virulence of contemporary disputes over the denial of climate change and anti-vaccination movements - both of which display allegations of "pseudoscience" on all sides - there is a clear need to better understand issues of scientific demarcation. Pseudoscience: A Very Short Introduction explores the philosophical and historical attempts to address this problem of demarcation. This book argues that by understanding doctrines that are often seen as antithetical to scien

This book provides a general introduction to the grammar and syntax of Hellenistic, or New Testament, Greek. With twenty-four chapters, it is suitable for two-semester courses. Each lesson is structured around equipping students to read passages drawn directly from the Greek New Testament. In addition to the traditional Erasmian system, students are offered the option of using a historical Greek system of pronunciation similar to that used in early Christian preaching and prayer. The book includes extensive reference tools, including paradigms for memorization, grammatical appendices and illustrations. The text is accompanied by a website that offers a workbook of passages for translation. Each chapter of the grammar concludes with a vocabulary list of Greek terms that appear in that lesson's assigned passage for translation, found in the online workbook. Audio recordings of all vocabulary words and translation passages, using the historical Greek system of pronunciation, are provided

The global spread of English has had widespread linguistic, social, and cultural implications, affecting the lives of millions of people around the world. This textbook provides a lively and accessible introduction to world Englishes, describing varieties used in regions as diverse as America, the Caribbean, Australia, Africa, and Asia, and setting them within their historical and social contexts. Students are guided through the material with chapter summaries, discussion questions and exercises, and a comprehensive glossary, helping them to understand different varieties of English. The second edition is substantially updated, including new sections on English as a Lingua Franca, blurring boundaries, and research methods and resources. The book is accompanied by a useful website, containing textual and audio examples of the varieties introduced in the text. Providing essential knowledge and skills for those embarking on the study of world Englishes, this is a timely update of the lead

The idea of interfacing minds with machines has long captured the human imagination. Recent advances in neuroscience and engineering are making this a reality, opening the door to restoration and augmentation of human physical and mental capabilities. Medical applications such as cochlear implants for the deaf and neurally controlled prosthetic limbs for the paralyzed are becoming almost commonplace. Brain-computer interfaces (BCIs) are also increasingly being used in security, lie detection, alertness monitoring, telepresence, gaming, education, art, and human augmentation. This introduction to the field is designed as a textbook for upper-level undergraduate and first-year graduate courses in neural engineering or brain-computer interfacing for students from a wide range of disciplines. It can also be used for self-study and as a reference by neuroscientists, computer scientists, engineers, and medical practitioners. Key features include questions and exercises in each chapter and a

Fantasy has been an important and much-loved part of children's literature for hundreds of years, yet relatively little has been written about it. Children's Fantasy Literature traces the development of the tradition of the children's fantastic - fictions specifically written for children and fictions appropriated by them - from the sixteenth to the twenty-first century, examining the work of Lewis Carroll, L. Frank Baum, C. S. Lewis, Roald Dahl, J. K. Rowling and others from across the English-speaking world. The volume considers changing views on both the nature of the child and on the appropriateness of fantasy for the child reader, the role of children's fantasy literature in helping to develop the imagination, and its complex interactions with issues of class, politics and gender. The text analyses hundreds of works of fiction, placing each in its appropriate context within the tradition of fantasy literature.

Numerical reasoning and data interpretation tests are routinely used in recruitment procedures. These tests represent a considerable challenge for many candidates, and the prospect of facing them can

We live in a society which is increasingly interconnected, in which communication between individuals is mostly mediated via some electronic platform, and transactions are often carried out remotely. In such a world, traditional notions of trust and confidence in the identity of those with whom we are interacting, taken for granted in the past, can be much less reliable. Biometrics -- the scientific discipline of identifying individuals by means of the measurement of unique personal attributes -- provides a reliable means of establishing or confirming an individual's identity. These attributes include facial appearance, fingerprints, iris patterning, the voice, the way we write, or even the way we walk. The new technologies of biometrics have a wide range of practical applications, from securing mobile phones and laptops to establishing identity in bank transactions, travel documents, and national identity cards. This Very Short Introduction considers the capabilities of biometrics-bas

Understand functional programming concepts and the functional nature of the JavaScript language. Starting with an introduction to functional programming concepts, you will learn the key differences be

?In Mexico,” writes Ilan Stavans in the introduction to this provocative new collection on Mexican culture and politics, ? [the essay] is embraced as passionately as a sport.” While the American essay

Your brain needs a software upgrade. It’s still following rules for survival based on the caveman days. Discover why the rules are there and change your programming to live the life you want.