Introduction to Python Programming And Data Structure By Liang

Quickly write innovative programs for your micro:bit—no experience necessary!This easy-to-follow guide shows, step-by-step, how to quickly get started with programming and creating fun applications on

How do educators build High Reliability Schools (HRS) and boost academic achievement? By implementing interdependent systems of operation and performance assessment. A critical commitment to becoming

Using Test Data for Student Achievement shows educators, step by step, how to use test data to facilitate student learning. The book combines research, technology and Sindelar's experience as a teache

Show Me The Proof! is the analytical companion to Beyond the Numbers by the same author. It is a handbook of analysis tools, data principles, and practical solutions to the challenges educators face i

The Game Plan is designed to be used by secondary instructional leaders who want to make a lasting impact on the culture of literacy and data in their school(s). The book focuses on implementing the C

With the classification of the finite simple groups complete, much work has gone into the study of maximal subgroups of almost simple groups. In this volume the authors investigate the maximal subgroups of the finite classical groups and present research into these groups as well as proving many new results. In particular, the authors develop a unified treatment of the theory of the 'geometric subgroups' of the classical groups, introduced by Aschbacher, and they answer the questions of maximality and conjugacy and obtain the precise shapes of these groups. Both authors are experts in the field and the book will be of considerable value not only to group theorists, but also to combinatorialists and geometers interested in these techniques and results. Graduate students will find it a very readable introduction to the topic and it will bring them to the very forefront of research in group theory.

Maoz views the evolution of international relations over the last two centuries as a set of interacting, cooperative and conflicting networks of states. The networks that emerged are the result of national choice processes about forming or breaking ties with other states. States are constantly concerned with their security and survival in an anarchic world. Their security concerns stem from their external environment and their past conflicts. Because many of them cannot ensure their security by their own power, they need allies to balance against a hostile international environment. The alliance choices made by states define the structure of security cooperation networks and spill over into other cooperative networks, including trade and institutions. Maoz tests his theory by applying social networks analysis (SNA) methods to international relations. He offers a novel perspective as a system of interrelated networks that co-evolve and interact with one another.

This book makes two central claims: first, that mineral-rich states are cursed not by their wealth but, rather, by the ownership structure they choose to manage their mineral wealth and second, that weak institutions are not inevitable in mineral-rich states. Each represents a significant departure from the conventional resource curse literature, which has treated ownership structure as a constant across time and space and has presumed that mineral-rich countries are incapable of either building or sustaining strong institutions - particularly fiscal regimes. The experience of the five petroleum-rich Soviet successor states (Azerbaijan, Kazakhstan, the Russian Federation, Turkmenistan, and Uzbekistan) provides a clear challenge to both of these assumptions. Their respective developmental trajectories since independence demonstrate not only that ownership structure can vary even across countries that share the same institutional legacy but also that this variation helps to explain the d

This book proposes and defends a radically new account of Plato's method of argument and enquiry in his early dialogues. Vasilis Politis challenges the traditional account according to which these dialogues are basically about the demand for definitions, and questions the equally traditional view that what lies behind Plato's method of argument is a peculiar theory of knowledge. He argues that these dialogues are enquiries set in motion by dilemmas and aporiai, incorporating both a sceptical and an anti-sceptical dimension, and he contends that Plato introduces the demand for definitions, and the search for essences, precisely in order to avoid a sceptical conclusion and hold out the prospect that knowledge can be achieved. His argument will be of great value to all readers interested in Plato's dialogues and in methods of philosophical argument more generally.

Reissued in the Cambridge Mathematical Library this classic book outlines the theory of thermodynamic formalism which was developed to describe the properties of certain physical systems consisting of a large number of subunits. It is aimed at mathematicians interested in ergodic theory, topological dynamics, constructive quantum field theory, the study of certain differentiable dynamical systems, notably Anosov diffeomorphisms and flows. It is also of interest to theoretical physicists concerned with the conceptual basis of equilibrium statistical mechanics. The level of the presentation is generally advanced, the objective being to provide an efficient research tool and a text for use in graduate teaching. Background material on mathematics has been collected in appendices to help the reader. Extra material is given in the form of updates of problems that were open at the original time of writing and as a new preface specially written for this new edition by the author.

Regression diagnostics are methods for determining whether a regression model that has been fit to data adequately represents the structure of the data. For example, if the model assumes a linear (str

Friderich von Hûsen, twelfth-century Minnesinger, was a knight from Kreuznach in Rhine Franconia. He was in the entourage of the Emperor Friedrich Barbarossa, and died on a crusade to the Holy Land on 6th May 1190. His surviving poetry, consisting of a corpus of love poems and a group of crusading songs, is preserved in two manuscripts in Middle High German. Professor Mowatt's edition comprises a diplomatic reprint of both manuscripts, together with introduction, commentary and glossary. The introduction offers a theoretical justification for this procedure by dealing in detail with the bases of the text, what is known about the poet, and the principles of interpretation and textual emendation. Professor Mowatt adopts a literary critical standpoint; the contributions of scholarship and textual criticism must be subordinates to and regulated by a critical analysis of the structure of the poems under consideration.

This book offers a concise and gentle introduction to finite element programming in Python based on the popular FEniCS software library. Using a series of examples, including the Poisson equation, the

With the advent of the Al era, professionals need to select the right tools to meet new opportunities and challenges! This instructional material focuses on the application of big data analysis, text mining, and machine learning in auditing to assist readers in understanding the latest developments in data analysis and smart audit.JCAATs is a new generation audit software developed by Python, which can be executed in a Windows and MAC operation systems with a multi-language, visual, and easy-to-use interface. Non-IT professionals can easily conduct smart data analysis. Through JCAATs' built-in data fusion technology and OPEN DATA connector, heterogeneous data can be quickly analyzed in real-time and effectively identifying anomalies. The features of this book include:The book is structured to provide a progressive learning experience, with chapters covering different concepts and applications, as well as exercises and practice questions. The official textbook endorsed by ICAEA

Statistics for Sport and Exercise Studies guides the student through the full research process, from selecting the most appropriate statistical procedure, to analysing data, to the presentation of res

R is a popular programming language that statisticians use to perform a variety of statistical computing tasks. Rooted in Gregg Hartvigsen's extensive experience teaching biology, this text is an enga

When W. E. Dasent's Inorganic Energetics first appeared in 1970 it rapidly established itself as an important teaching text. In this 1982 second edition, the author preserved the same basic structure and objectives of the earlier edition, although much of the material has been rewritten and the numerical data revised. Thermodynamics is commonly presented as a self-contained component of physical chemistry. This book uses the principles of thermodynamics to help elucidate the problems of what has too frequently been regarded as a quite separate discipline: inorganic chemistry. The bringing together in this way of two traditionally distinct branches of chemistry adds an important quantitative dimension to the more customary interpretations of inorganic reactivity in terms of chemical bonding theory. The author provides extensive tabulations of data designed to help students to make their own thermodynamic analyses of inorganic reactions which are not specifically discussed. S.I units are

If you've ever spent hours renaming files or updating hundreds of spreadsheet cells, you know how tedious tasks like these can be. But what if you could have your computer do them for you? In this fully revised edition of the best-selling classic Automate the Boring Stuff with Python, you'll learn how to use Python to write programs that do in minutes what would take you hours to do by hand - no prior programming experience required. You'll learn the basics of coding in Python and explore the language's rich library of modules for performing specific tasks, like scraping data from websites, searching for text across multiple files, and merging, watermarking, or encrypting PDFs. The third edition includes: Expanded coverage of developer techniques, like creating command line programs; Updated examples and new projects; Additional chapters about working with SQLite databases, speech-recognition technology, video and audio editing, and text-to-speech capabilities; Simplified explanations

A concise, theological introduction to the New Testament that sheds light on the interpretive significance of the canon's structure and sequence.

By tracing the traditional progression of rhetoric from the Greek Sophists to contemporary theorists, The History and Theory of Rhetoric illustrates how persuasive public discourse performs essential

Polymer Physics Disentangled presents a comprehensive overview of the core concepts of polymer physics. The material discussion is illustrated by examples with solutions designed to improve problem-so

The post-classical compilation known to modern scholarship as the Latin Anthology contains a collection of a hundred riddles, each consisting of three hexameters and preceded by alemma. It would seem

Learn, understand, and implement deep neural networks in a math- and programming-friendly approach using Keras and Python. The book focuses on an end-to-end approach to developing supervised learning

Out of all the ways for young people to learn coding, You Can Code will be the most welcoming, relevant, and fun. Created and authored by best-selling educator Ben Forta, it introduces every basic concept step by step, using projects of gradually increasing complexity. Designed for anyone age 10-17 (or thereabouts), this glossy full-color guide is packed with welcoming images, and powerfully engaging brief text that's extremely easy to understand. All code listings are in full color, with shading to reveal incremental changes, and QR links to short videos with more explanation and examples. Forta teaches with Python, one of today's most powerful and intuitive languages--and every project is a game, covering multiple popular genres. You Can Code makes programming exciting and rewarding, as it prepares a new generation to take their next steps forward--in education, careers, or both.

A comprehensive overview of important and contested issues in vaccination ethics and policy by experts from history, science, policy, law, and ethics. Vaccination has long been a familiar, highly effective form of medicine and a triumph of public health. Because vaccination is both an individual medical intervention and a central component of public health efforts, it raises a distinct set of legal and ethical issues--from debates over their risks and benefits to the use of government vaccination requirements--and makes vaccine policymaking uniquely challenging. This volume examines the full range of ethical and policy issues related to the development and use of vaccines in the United States and around the world. Forty essays, articles, and reports by experts in the field look at all aspects of the vaccine life cycle. After an overview of vaccine history, they consider research and development, regulation and safety, vaccination promotion and requirements, pandemics and bioterrorism,

This textbook is designed to bridge the gap between the theorist and the methodologist by presenting an integrated approach to measurement. By differentiating between random and systematic error, it conveys both statistical techniques and their theoretical underpinnings essential to students of sociology and political science. Rather than developing new technical methods of new theoretical structures, Professors Zeller and Carmines provide thorough explanations of the assumptions, limitations and interpretations of previously established techniques and theories. Written at a level accessible to students of social science with some statistical training, the book does not presume a sophisticated mathematical background. By concentrating on synthesizing the methodological and theoretical realms, Zeller and Carmines demonstrate why measurement considerations are important to research and how measurement principles can be most effectively applied.

Using Information Technology, 5/e covers the fundamental computing concepts that are part of the digital age, including software, hardware, data, people, and procedures. The text centers on educating

The authors of this book have learned to emphasize the fundamental materials science, structure-property relationships, and biological responses as a foundation for a wide array of biomaterials applic

This textbook provides a step-by-step introduction to the history of the English language (HEL), offering a fresh perspective on the process of language change. Aimed at undergraduate students, The Emergence and Development of English is accessibly written, and contains a wealth of pedagogical tools, including chapter openers, key terms, chapter summaries, end-of-chapter exercises and suggestions for further reading. A central theme of the book is 'emergence', the key term from the study of complex systems, which describes how massive numbers of random verbal interactions give rise to regularities that 'emerge' without specific causes. This unique approach encourages readers to incorporate complex systems into the mainstream coverage of HEL. Additional resources include examples of language from each period, as well as appendices on terminology, online resources and audio samples.

Since the late 1990s access to information and communication technologies (ICTs) has seen tremendousgrowth-driven primarily by the wireless technologies and liberalization of telecommunications market

Many branches of abstract mathematics have been affected by the modern independence proofs in set theory. This book provides an introduction to relative consistency proofs in axiomatic set theory, and

This introduction brings to life the main themes in Indian philosophy of language by using an accessible translation of an Indian classical text to provide an entry into the world of Indian linguistic

If you think meditation is only for monks, think again. Today’s world seems to be growing more and more stressful by the minute—for all of us. So now, as a teacher of Tibetan Buddhist practice and a 2

Principles of Big Data helps readers avoid the common mistakes that endanger all Big Data projects. By stressing simple, fundamental concepts, this book teaches readers how to organize large volumes o

The need to transmit and store massive amounts of data reliably and without error is a vital part of modern communications systems. Error-correcting codes play a fundamental role in minimising data corruption caused by defects such as noise, interference, crosstalk and packet loss. This book provides an accessible introduction to the basic elements of algebraic codes, and discusses their use in a variety of applications. The author describes a range of important coding techniques, including Reed-Solomon codes, BCH codes, trellis codes, and turbocodes. Throughout the book, mathematical theory is illustrated by reference to many practical examples. The book was first published in 2003 and is aimed at graduate students of electrical and computer engineering, and at practising engineers whose work involves communications or signal processing.

This general introduction to the ideas and techniques required for the mathematical modelling of diseases begins with an outline of some disease statistics dating from Daniel Bernoulli's 1760 smallpox data. The authors then describe simple deterministic and stochastic models in continuous and discrete time for epidemics taking place in either homogeneous or stratified (non-homogeneous) populations. Several techniques for constructing and analysing models are provided, mostly in the context of viral and bacterial diseases of human populations. These models are contrasted with models for rumours and vector-borne diseases like malaria. Questions of fitting data to models, and their use in understanding methods for controlling the spread of infection, are discussed. Exercises and complementary results at the end of each chapter extend the scope of the text, which will be useful for students taking courses in mathematical biology who have some basic knowledge of probability and statistics.

Yiddish, the language of Ashkenazic Jewry, arose some 900–1200 years ago as a result of contact with indigenous varieties of medieval German. Over the next few centuries, it grew to cover the second-largest language area in Europe, with Yiddish-speaking colonies being created in North and South America, Palestine/Israel, Australia and South Africa. It is estimated that just before the Nazi genocide in World War II, there were between 11 and 13 million Yiddish speakers worldwide. This broad yet comprehensive 2005 introduction provides an authoritative overview of all aspects of Yiddish language and linguistics. As well as looking at key features of its syntax, phonology and morphology, Neil Jacobs discusses its history, its dialectology, and the sociolinguistic issues surrounding it. Presenting linguistic data in a way that is compatible with general theoretical issues, it will be welcomed by scholars of general linguistics, Germanic linguistics, and Jewish Studies alike.

This is an introductory survey to the philosophy of science suitable for beginners and nonspecialists. Its point of departure is the question: why should we believe what science tells us about the world? In this attempt to justify the claims of science the book treats such topics as observation data, confirmation of theories, and the explanation of phenomena. The writing is clear and concrete with detailed examples drawn from contemporary science: solar neutrinos, the gravitational bending of light, and the creation/evolution debate, for example. What emerges is a view of science in which observation relies on theory to give it meaning and credibility, while theory relies on observation for its motivation and validation.