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The founding of the university in 1867 created a unique community in what had been a prairie. Within a few years, this creative mix of teachers and scholars produced innovations in agriculture, engineering and the arts that challenged old ideas and stimulated dynamic new industries. Projects ranging from the Mosaic web browser to the discovery of Archaea and pioneering triumphs in women's education and wheelchair accessibility have helped shape the university's mission into a double helix of innovation and real-world change. These essays explore the university's celebrated accomplishments and historic legacy, candidly assessing both its successes and its setbacks. Experts and students tell the eye-opening stories of campus legends and overlooked game-changers, of astonishing technical and social invention, of incubators of progress as diverse as the Beckman Institute and Ebertfest. Contributors: James R. Barrett, George O. Batzli, Claire Benjamin, Jeffrey D. Brawn, Jimena Canales, Stephanie A. Dick, Poshek Fu, Marcelo H. Garcia, Lillian Hoddeson, Harry Liebersohn, Claudia Lutz, Kathleen Mapes, Vicki McKinney, Elisa Miller, Robert Michael Morrissey, Bryan E. Norwood, Elizabeth H. Pleck, Leslie J. Reagan, Susan M. Rigdon, David Rosenboom, Katherine Skwarczek, Winton U. Solberg, Carol Spindel, William F. Tracy, and Joy Ann Williamson-Lott.
This textbook is aimed at computer science undergraduates late in sophomore or early in junior year, supplying a comprehensive background in qualitative and quantitative data analysis, probability, random variables, and statistical methods, including machine learning. With careful treatment of topics that fill the curricular needs for the course, Probability and Statistics for Computer Science features: • A treatment of random variables and expectations dealing primarily with the discrete case. • A practical treatment of simulation, showing how many interesting probabilities and expectations can be extracted, with particular emphasis on Markov chains. • A clear but crisp account of simple point inference strategies (maximum likelihood; Bayesian inference) in simple contexts. This is extended to cover some confidence intervals, samples and populations for random sampling with replacement, and the simplest hypothesis testing. • A chapter dealing with classification, explaining why it’s useful; how to train SVM classifiers with stochastic gradient descent; and how to use implementations of more advanced methods such as random forests and nearest neighbors. • A chapter dealing with regression, explaining how to set up, use and understand linear regression and nearest neighbors regression in practical problems. • A chapter dealing with principal components analysis, developing intuition carefully, and including numerous practical examples. There is a brief description of multivariate scaling via principal coordinate analysis. • A chapter dealing with clustering via agglomerative methods and k-means, showing how to build vector quantized features for complex signals. Illustrated throughout, each main chapter includes many worked examples and other pedagogical elements such as boxed Procedures, Definitions, Useful Facts, and Remember This (short tips). Problems and Programming Exercises are at the end of each chapter, with a summary of what the reader should know. Instructor resources include a full set of model solutions for all problems, and an Instructor's Manual with accompanying presentation slides.
The University of Illinois, Urbana-Champaign campus offers vistas rich with memories and splendor. This collection of over thirty classic images gives YOU, the Coloring Illini, a chance to conjure multihued masterworks from one hundred and fifty years of school history. The whole UIUC experience is here. The Union. The Quad. The Idea Garden. Whether you like brush pens or color pencils, the high quality paper will hold the whole Pantone spectrum of colors. Whether you seek fun or inspiration, the pictures will stoke your creative fires. Orange, Blue, and U is the perfect invitation for students, alums, and the worldwide university community to see UIUC as its canvas.
A dazzling novel—set in early 1970's New York and rural India—the story of a turbulent, unlikely romance, a harrowing account of the lasting horrors of World War II, and a searing examination of one man's search for forgiveness and acceptance. “Looks deeply at the echoes and overlaps among art, resistance, love, and history ... an impressive debut.” —Meg Wolitzer, best-selling author of The Female Persuasion New York City, 1972. Jaryk Smith, a survivor of the Warsaw Ghetto, and Lucy Gardner, a southerner, newly arrived in the city, are in the first bloom of love when they receive word that Jaryk's oldest friend has died under mysterious circumstances in a rural village in eastern India. Travelling there alone to collect his friend's ashes, Jaryk soon finds himself enmeshed in the chaos of local politics and efforts to stage a play in protest against the government—the same play that he performed as a child in Warsaw as an act of resistance against the Nazis. Torn between the survivor's guilt he has carried for decades and his feelings for Lucy (who, unbeknownst to him, is pregnant with his child), Jaryk must decide how to honor both the past and the present, and how to accept a happiness he is not sure he deserves. An unforgettable love story, a provocative exploration of the role of art in times of political upheaval, and a deeply moving reminder of the power of the past to shape the present, A Play for the End of the World is a remarkable debut from an exciting new voice in fiction.
The definitive history of abortion in the United States, with a new preface that equips readers for what’s to come. When Abortion Was a Crime is the must-read book on abortion history. Originally published ahead of the thirtieth anniversary of Roe v. Wade, this award-winning study was the first to examine the entire period during which abortion was illegal in the United States, beginning in the mid-nineteenth century and ending with that monumental case in 1973. When Abortion Was a Crime is filled with intimate stories and nuanced analysis, demonstrating how abortion was criminalized and policed—and how millions of women sought abortions regardless of the law. With this edition, Leslie J. Reagan provides a new preface that addresses the dangerous and ongoing threats to abortion access across the country, and the precarity of our current moment. While abortions have typically been portrayed as grim "back alley" operations, this deeply researched history confirms that many abortion providers—including physicians—practiced openly and safely, despite prohibitions by the state and the American Medical Association. Women could find cooperative and reliable practitioners; but prosecution, public humiliation, loss of privacy, and inferior medical care were a constant threat. Reagan's analysis of previously untapped sources, including inquest records and trial transcripts, shows the fragility of patient rights and raises provocative questions about the relationship between medicine and law. With the right to abortion increasingly under attack, this book remains the definitive history of abortion in the United States, offering vital lessons for every American concerned with health care, civil liberties, and personal and sexual freedom.