Download or read book Introduction to Static Analysis written by Xavier Rival and published by MIT Press. This book was released on 2020-02-11 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: A self-contained introduction to abstract interpretation–based static analysis, an essential resource for students, developers, and users. Static program analysis, or static analysis, aims to discover semantic properties of programs without running them. It plays an important role in all phases of development, including verification of specifications and programs, the synthesis of optimized code, and the refactoring and maintenance of software applications. This book offers a self-contained introduction to static analysis, covering the basics of both theoretical foundations and practical considerations in the use of static analysis tools. By offering a quick and comprehensive introduction for nonspecialists, the book fills a notable gap in the literature, which until now has consisted largely of scientific articles on advanced topics. The text covers the mathematical foundations of static analysis, including semantics, semantic abstraction, and computation of program invariants; more advanced notions and techniques, including techniques for enhancing the cost-accuracy balance of analysis and abstractions for advanced programming features and answering a wide range of semantic questions; and techniques for implementing and using static analysis tools. It begins with background information and an intuitive and informal introduction to the main static analysis principles and techniques. It then formalizes the scientific foundations of program analysis techniques, considers practical aspects of implementation, and presents more advanced applications. The book can be used as a textbook in advanced undergraduate and graduate courses in static analysis and program verification, and as a reference for users, developers, and experts.
Download or read book Advanced R written by Hadley Wickham and published by CRC Press. This book was released on 2015-09-15 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Essential Reference for Intermediate and Advanced R Programmers Advanced R presents useful tools and techniques for attacking many types of R programming problems, helping you avoid mistakes and dead ends. With more than ten years of experience programming in R, the author illustrates the elegance, beauty, and flexibility at the heart of R. The book develops the necessary skills to produce quality code that can be used in a variety of circumstances. You will learn: The fundamentals of R, including standard data types and functions Functional programming as a useful framework for solving wide classes of problems The positives and negatives of metaprogramming How to write fast, memory-efficient code This book not only helps current R users become R programmers but also shows existing programmers what’s special about R. Intermediate R programmers can dive deeper into R and learn new strategies for solving diverse problems while programmers from other languages can learn the details of R and understand why R works the way it does.
Download or read book National Union Gleanings written by and published by . This book was released on 1923 with total page 674 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Introduction to Data Science written by Rafael A. Irizarry and published by CRC Press. This book was released on 2019-11-20 with total page 794 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Data Science: Data Analysis and Prediction Algorithms with R introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression, and machine learning. It also helps you develop skills such as R programming, data wrangling, data visualization, predictive algorithm building, file organization with UNIX/Linux shell, version control with Git and GitHub, and reproducible document preparation. This book is a textbook for a first course in data science. No previous knowledge of R is necessary, although some experience with programming may be helpful. The book is divided into six parts: R, data visualization, statistics with R, data wrangling, machine learning, and productivity tools. Each part has several chapters meant to be presented as one lecture. The author uses motivating case studies that realistically mimic a data scientist’s experience. He starts by asking specific questions and answers these through data analysis so concepts are learned as a means to answering the questions. Examples of the case studies included are: US murder rates by state, self-reported student heights, trends in world health and economics, the impact of vaccines on infectious disease rates, the financial crisis of 2007-2008, election forecasting, building a baseball team, image processing of hand-written digits, and movie recommendation systems. The statistical concepts used to answer the case study questions are only briefly introduced, so complementing with a probability and statistics textbook is highly recommended for in-depth understanding of these concepts. If you read and understand the chapters and complete the exercises, you will be prepared to learn the more advanced concepts and skills needed to become an expert.
Download or read book Introduction to Real Analysis written by Christopher Heil and published by Springer. This book was released on 2019-07-20 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developed over years of classroom use, this textbook provides a clear and accessible approach to real analysis. This modern interpretation is based on the author’s lecture notes and has been meticulously tailored to motivate students and inspire readers to explore the material, and to continue exploring even after they have finished the book. The definitions, theorems, and proofs contained within are presented with mathematical rigor, but conveyed in an accessible manner and with language and motivation meant for students who have not taken a previous course on this subject. The text covers all of the topics essential for an introductory course, including Lebesgue measure, measurable functions, Lebesgue integrals, differentiation, absolute continuity, Banach and Hilbert spaces, and more. Throughout each chapter, challenging exercises are presented, and the end of each section includes additional problems. Such an inclusive approach creates an abundance of opportunities for readers to develop their understanding, and aids instructors as they plan their coursework. Additional resources are available online, including expanded chapters, enrichment exercises, a detailed course outline, and much more. Introduction to Real Analysis is intended for first-year graduate students taking a first course in real analysis, as well as for instructors seeking detailed lecture material with structure and accessibility in mind. Additionally, its content is appropriate for Ph.D. students in any scientific or engineering discipline who have taken a standard upper-level undergraduate real analysis course.
Download or read book Modern Data Science with R written by Benjamin S. Baumer and published by CRC Press. This book was released on 2021-03-31 with total page 830 pages. Available in PDF, EPUB and Kindle. Book excerpt: From a review of the first edition: "Modern Data Science with R... is rich with examples and is guided by a strong narrative voice. What’s more, it presents an organizing framework that makes a convincing argument that data science is a course distinct from applied statistics" (The American Statistician). Modern Data Science with R is a comprehensive data science textbook for undergraduates that incorporates statistical and computational thinking to solve real-world data problems. Rather than focus exclusively on case studies or programming syntax, this book illustrates how statistical programming in the state-of-the-art R/RStudio computing environment can be leveraged to extract meaningful information from a variety of data in the service of addressing compelling questions. The second edition is updated to reflect the growing influence of the tidyverse set of packages. All code in the book has been revised and styled to be more readable and easier to understand. New functionality from packages like sf, purrr, tidymodels, and tidytext is now integrated into the text. All chapters have been revised, and several have been split, re-organized, or re-imagined to meet the shifting landscape of best practice.
Download or read book R for Data Science written by Hadley Wickham and published by "O'Reilly Media, Inc.". This book was released on 2016-12-12 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results
Download or read book Congressional Digest written by Alice Gram and published by . This book was released on 1928 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Each issue is devoted to a controversial issue before the Congress.
Download or read book Sessional Indexes to the Annals of Congress written by United States Historical Documents Institute and published by . This book was released on 1875 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The United States Catalog written by and published by . This book was released on 1903 with total page 2162 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Annual Report of the Committee on Legislation of the Citizens Union written by Citizens Union of the City of New York. Committee on Legislation and published by . This book was released on 1922 with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The International Bookbinder written by and published by . This book was released on 1908 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book An Introduction to R written by William N. Venables and published by Network Theory.. This book was released on 2009 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: This tutorial manual provides an introduction to R, a software package for statistical computing and graphics. This revised and updated edition is based on the April 2009 release of R (version 2.9.0).
Download or read book The Hanging on Union Square written by H. T. Tsiang and published by Penguin. This book was released on 2019-05-21 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: A subversively comic, genre-bending satire of bourgeois life by an essential Chinese American voice, featuring an introduction by New Yorker writer Hua Hsu, author of the acclaimed memoir Stay True A Penguin Classic It's Depression-era New York, and Mr. Nut, an oblivious American everyman, wants to strike it rich, even if at the moment he's unemployed, with no job prospects in sight. Over the course of a single night, in a narrative that unfolds hour by hour, he meets a cast of strange characters—disgruntled workers at a Communist cafeteria, lecherous old men, sexually exploited women, pesky authors—who eventually convince him to cast off his bourgeois aspirations for upward mobility and become a radical activist. Absurdist, inventive, and suffused with revolutionary fervor, and culminating in a dramatic face-off against capitalist power in the figure of the greedy businessman Mr. System, The Hanging on Union Square is a work of blazing wit and originality. More than eighty years after it was self-published, having been rejected by dozens of baffled publishers, it has become a classic of Asian American literature—a satirical send-up of class politics and capitalism and a shout of populist rage that still resonates today. Celebrate Asian American and Pacific Islander (AAPI) Heritage Month with these three Penguin Classics: America Is in the Heart by Carlos Bulosan (9780143134039) East Goes West by Younghill Kang (9780143134305) The Hanging on Union Square by H. T. Tsiang (9780143134022)
Download or read book Changing Prospects for Trade Unionism written by Peter Fairbrother and published by Routledge. This book was released on 2013-10-28 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: First Published in 2002. Routledge is an imprint of Taylor & Francis, an informa company.
Download or read book God and the EU written by Jonathan Chaplin and published by Routledge. This book was released on 2015-12-14 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: The current political, economic and financial crises facing the EU reveal a deeper cultural, indeed spiritual, malaise – a crisis in ‘the soul of Europe’. Many observers are concluding that the ‘soul of Europe’ cannot be restored to health without a new appreciation of the contribution of religion to its past and future, and especially that of its hugely important but widely neglected Christian heritage, which is alive today even amidst advancing European secularization. This book offers a fresh, constructive and critical understanding of Christian contributions to the origin and development of the EU from a variety of theological and national perspectives. It explains the Christian origins of the EU, documents the various ways in which it has been both affirmed and critiqued from diverse theological perspectives, offers expert, theologically-informed assessments of four illustrative policy areas of the EU (trade, finance, environment, science), and also reports on the place of religion in the EU, including how religious freedom is framed and how contemporary religious (including Muslim) actors relate to EU institutions and vice versa. The book fills a major gap in the current debate about the future of the European project and will be of interest to students and scholars of religion, politics and European studies.
Download or read book The Cumulative Book Index written by and published by . This book was released on 1912 with total page 650 pages. Available in PDF, EPUB and Kindle. Book excerpt:
