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How many times must you order food through bulletproof glass windows before yelling your order becomes a routine habit? How many times must a student find no soap, paper towels, or toilet paper in the school bathroom before learning in filth becomes regular? Social injustices such as these that pollute our communities are hidden in plain sight. And their enduring effects are pervasive and seemingly intractable. How did it get this way? Author and activist Jahmal Cole believes they were created intentionally and have led to disengaged minds. Instead of giving in, he calls for Chicagoans to wake up, confront oppression, and reject it as the new normal.
#1 NEW YORK TIMES BESTSELLER What do you do when God’s timing seems questionable, his lack of intervention hurtful, and his promises doubtful? Lysa TerKeurst unveils her heart amid shattering circumstances, inviting you to live assured when life doesn't turn out like you expected. Life often looks so very different than we hoped or expected. Some events may simply catch us off guard for a season, but others shatter us completely. We feel disappointed and disillusioned at best and overwhelmed and hopeless at worst. We quietly start to wonder about the reality of God’s goodness and why he allows us to suffer and experience grief and loss. Lysa TerKeurst understands this deeply. But after many tears, godly counseling, and prayerful seeking, she's also discovered that our disappointments can be the divine appointments our souls need to radically encounter God. In It's Not Supposed to Be This Way, Lysa invites us into her own journey of faith and, with grit, vulnerability, and honest humor, helps us to: Stop being pulled into the anxiety of disappointment by discovering how to better process unmet expectations and other painful situations. Train ourselves to recognize the three strategies of the enemy, so we can stand strong and persevere through unsettling relationships and uncertain outcomes. Discover the secret of being steadfast and not panicking when God actually does give us more than we can handle. Shift our suspicion that God is cruel or unfair to the biblical assurance that God is protecting and preparing us. Know how to encourage a friend and help her navigate hard realities with real help from God's truth, the Bible. Look for additional biblically based resources and devotionals from Lysa: Good Boundaries and Goodbyes Forgiving What You Can't Forget Uninvited You're Going to Make It Embraced Seeing Beautiful Again
Combining both the print dictionary and CD-ROM in one package, this set offers the user access to over 240,000 words, phrases and definitions. Combining both the print dictionary and CD-ROM in one package, this set offers dual access to the centennial edition of the Concise Oxford English Dictionary, with over 240,000 words, phrases, and definitions, providing superb coverage of contemporary English, including rare, historical, and archaic terms, scientific and technical vocabulary, and English from around the world. The dictionary has been updated with hundreds of new words and it features an engaging new center section, with quick-reference word lists and a revised and updated English Uncovered supplement. System requirements Windows(R) Intel(R) Pentium(R) II 450MHz or faster processor (or equivalent); Microsoft(R) Windows(R) 7, Windows Vista(R), Windows(R) ServerTM 2003, Windows(R) XP, Windows(R) 2000. Macintosh(R) PowerPC(R) G3 500MHz or faster processor; Intel(R) CoreTM Duo 1.83GHz or faster processor; Mac(R) (PowerPC(R)): OS X 10.1.x - 10.4.x; Mac(R) (Intel(R)): OS X 10.4.x, 10.5.x, 10.6.x. All Platforms: 250 MB free hard disk space; monitor with 1024 x 768 pixels and high colour (16 bits per pixel, i.e. 65,536 colours); local CD-ROM/DVD drive (for installation); 16-bit sound card; 512 MB RAM; runs from hard drive only.
A comprehensive guide to automated statistical data cleaning The production of clean data is a complex and time-consuming process that requires both technical know-how and statistical expertise. Statistical Data Cleaning brings together a wide range of techniques for cleaning textual, numeric or categorical data. This book examines technical data cleaning methods relating to data representation and data structure. A prominent role is given to statistical data validation, data cleaning based on predefined restrictions, and data cleaning strategy. Key features: Focuses on the automation of data cleaning methods, including both theory and applications written in R. Enables the reader to design data cleaning processes for either one-off analytical purposes or for setting up production systems that clean data on a regular basis. Explores statistical techniques for solving issues such as incompleteness, contradictions and outliers, integration of data cleaning components and quality monitoring. Supported by an accompanying website featuring data and R code. This book enables data scientists and statistical analysts working with data to deepen their understanding of data cleaning as well as to upgrade their practical data cleaning skills. It can also be used as material for a course in data cleaning and analyses.
The Congressional Record is the official record of the proceedings and debates of the United States Congress. It is published daily when Congress is in session. The Congressional Record began publication in 1873. Debates for sessions prior to 1873 are recorded in The Debates and Proceedings in the Congress of the United States (1789-1824), the Register of Debates in Congress (1824-1837), and the Congressional Globe (1833-1873)
This book, A Mosaic of Computational Topics: from Classical to Novel, is a collection of papers published to honor Professor Jetty Kleijn on the occasion of her 65th birthday. The scope and reach of her research is truly broad. She has made significant and lasting contributions in several research areas, both through the solving of challenging problems and in her pioneering of new research directions. She has published influential papers contributing to the foundations of computer science, in particular, in the area of formal languages and automata theory; to concurrency theory, in particular, Petri nets; and to natural computing, in particular bio-inspired computing and the computational modeling of bio-processes. A significant part of Professor Kleijn’s research portfolio is interdisciplinary, including her work on the Petri net modeling of biological processes and the development of novel models of information processing in bio-systems such as reaction systems. She is also passionately engaged in promoting the involvement of women in computer science. Jetty and her work are well-recognized by the scientific community, a fact demonstrated by the enthusiastic response to the invitation to contribute to this book, and the 14 carefully refereed papers collected together here explore a number of research topics that are either directly or indirectly related to research directions pursued by Jetty Kleijn in the course of her career.
A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algorithms with contemporary machine learning techniques. This textbook provides a technical perspective on natural language processing—methods for building computer software that understands, generates, and manipulates human language. It emphasizes contemporary data-driven approaches, focusing on techniques from supervised and unsupervised machine learning. The first section establishes a foundation in machine learning by building a set of tools that will be used throughout the book and applying them to word-based textual analysis. The second section introduces structured representations of language, including sequences, trees, and graphs. The third section explores different approaches to the representation and analysis of linguistic meaning, ranging from formal logic to neural word embeddings. The final section offers chapter-length treatments of three transformative applications of natural language processing: information extraction, machine translation, and text generation. End-of-chapter exercises include both paper-and-pencil analysis and software implementation. The text synthesizes and distills a broad and diverse research literature, linking contemporary machine learning techniques with the field's linguistic and computational foundations. It is suitable for use in advanced undergraduate and graduate-level courses and as a reference for software engineers and data scientists. Readers should have a background in computer programming and college-level mathematics. After mastering the material presented, students will have the technical skill to build and analyze novel natural language processing systems and to understand the latest research in the field.
One dimensional television characters are a thing of the past--today's popular shows feature intricate storylines and well developed characters. From the brooding Damon Salvatore in The Vampire Diaries to the tough-minded Rick Grimes in The Walking Dead, protagonists are not categorically good, antagonists often have relatable good sides, and heroes may act as antiheroes from one episode to the next. This collection of new essays examines the complex characters in Orange Is the New Black, Homeland, Key & Peele, Oz, Empire, Breaking Bad, House, and Buffy the Vampire Slayer.
A clear, comprehensive, and rigorous introduction to the theory of computation. What is computable? What leads to efficiency in computation? Computability and Complexity offers a clear, comprehensive, and rigorous introduction to the mathematical study of the capabilities and limitations of computation. Hubie Chen covers the core notions, techniques, methods, and questions of the theory of computation before turning to several advanced topics. Emphasizing intuitive learning and conceptual discussion, this textbook’s accessible approach offers a robust foundation for understanding both the reach and restrictions of algorithms and computers. Extensive exercises and diagrams enhance streamlined, student-friendly presentation of mathematically rigorous material Includes thorough treatment of automata theory, computability theory, and complexity theory—including the P versus NP question and the theory of NP-completeness Suitable for undergraduate and graduate students, researchers, and professionals