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This accessible and engaging textbook presents a concise introduction to the exciting field of artificial intelligence (AI). The broad-ranging discussion covers the key subdisciplines within the field, describing practical algorithms and concrete applications in the areas of agents, logic, search, reasoning under uncertainty, machine learning, neural networks, and reinforcement learning. Fully revised and updated, this much-anticipated third edition also includes new material on deep learning. Topics and features: · Presents an application-focused and hands-on approach to learning, with supplementary teaching resources provided at an associated website · Introduces convolutional neural networks as the currently most important type of deep learning networks with applications to image classification (NEW) · Contains numerous study exercises and solutions, highlighted examples, definitions, theorems, and illustrative cartoons · Reports on developments in deep learning, including applications of neural networks to large language models as used in state-of-the-art chatbots as well as to the generation of music and art (NEW) · Includes chapters on predicate logic, PROLOG, heuristic search, probabilistic reasoning, machine learning and data mining, neural networks, and reinforcement learning · Covers various classical machine learning algorithms and introduces important general concepts such as cross validation, data normalization, performance metrics and data augmentation (NEW)· Includes a section on AI and society, discussing the implications of AI on topics such as employment and transportation Ideal for foundation courses or modules on AI, this easy-to-read textbook offers an excellent overview of the field for students of computer science and other technical disciplines, requiring no more than a high-school level of knowledge of mathematics to understand the material. Dr. Wolfgang Ertel is a professor at the Institute for Artificial Intelligence at the Ravensburg-Weingarten University of Applied Sciences, Germany.

NAMED ONE OF THE BEST BOOKS OF THE YEAR BY San Francisco Chronicle • Newsweek/The Daily Beast • The Seattle Times • The Economist • Kansas City Star • BookPageOn February 14, 1989, Valentine's Day, Salman Rushdie was telephoned by a BBC journalist and told that he had been "sentenced to death" by the Ayatollah Khomeini. For the first time he heard the word fatwa. His crime? To have written a novel called The Satanic Verses, which was accused of being "against Islam, the Prophet and the Quran." So begins the extraordinary story of how a writer was forced underground, moving from house to house, with the constant presence of an armed police protection team. He was asked to choose an alias that the police could call him by. He thought of writers he loved and combinations of their names; then it came to him: Conrad and Chekhov-Joseph Anton. How do a writer and his family live with the threat of murder for more than nine years? How does he go on working? How does he fall in and out of love? How does despair shape his thoughts and actions, how and why does he stumble, how does he learn to fight back? In this remarkable memoir Rushdie tells that story for the first time; the story of one of the crucial battles, in our time, for freedom of speech. He talks about the sometimes grim, sometimes comic realities of living with armed policemen, and of the close bonds he formed with his protectors; of his struggle for support and understanding from governments, intelligence chiefs, publishers, journalists, and fellow writers; and of how he regained his freedom. It is a book of exceptional frankness and honesty, compelling, provocative, moving, and of vital importance. Because what happened to Salman Rushdie was the first act of a drama that is still unfolding somewhere in the world every day.Praise for Joseph Anton "A harrowing, deeply felt and revealing document: an autobiographical mirror of the big, philosophical preoccupations that have animated Mr. Rushdie's work throughout his career."-Michiko Kakutani, The New York Times "A splendid book, the finest . . . memoir to cross my desk in many a year."-Jonathan Yardley, The Washington Post "Thoughtful and astute . . . an important book."-USA Today "Compelling, affecting . . . demonstrates Mr. Rushdie's ability as a stylist and storytelle. . . . [He] reacted with great bravery and even heroism."-The Wall Street Journal "Gripping, moving and entertaining . . . nothing like it has ever been written."-The Independent (UK) "A thriller, an epic, a political essay, a love story, an ode to liberty."-Le Point (France) "Action-packed . . . in a literary class by itself . . . Like Isherwood, Rushdie's eye is a camera lens -firmly placed in one perspective and never out of focus."-Los Angeles Review of Books "Unflinchingly honest . . . an engrossing, exciting, revealing and often shocking book."-de Volkskrant (The Netherlands) "One of the best memoirs you may ever read."-DNA (India) "Extraordinary . . . Joseph Anton beautifully modulates between . . . moments of accidental hilarity, and the higher purpose Rushdie saw in opposing-at all costs-any curtailment on a writer's freedom."-The Boston Globe

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