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Artificial intelligence programming with Python : from zero to hero / by Xiao, Perry,author.;
Part I--Introduction -- Chapter 1: Introduction to AI -- Chapter 2: AI Development Tools -- Part II--Machine Learning and Deep Learning -- Chapter 3: Machine Learning -- Chapter 4: Deep Learning -- Part III--AI Applications -- Chapter 5: Image Classification -- Chapter 6: Face Detection and Face Recognition -- Chapter 7: Object Detections and Image Segmentations -- Chapter 8: Pose Detection -- Chapter 9: GAN and Neural-Style Transfer -- Chapter 10: Natural Language Processing -- Chapter 11: Data Analysis -- Chapter 12: Advanced AI Computing.A hands-on roadmap to using Python for artificial intelligence programming In Practical Artificial Intelligence Programming with Python: From Zero to Hero, veteran educator and photophysicist Dr. Perry Xiao delivers a thorough introduction to one of the most exciting areas of computer science in modern history. The book demystifies artificial intelligence and teaches readers its fundamentals from scratch in simple and plain language and with illustrative code examples. Divided into three parts, the author explains artificial intelligence generally, machine learning, and deep learning. It tackles a wide variety of useful topics, from classification and regression in machine learning to generative adversarial networks. He also includes: Fulsome introductions to MATLAB, Python, AI, machine learning, and deep learning Expansive discussions on supervised and unsupervised machine learning, as well as semi-supervised learning Practical AI and Python "cheat sheet" quick references This hands-on AI programming guide is perfect for anyone with a basic knowledge of programming--including familiarity with variables, arrays, loops, if-else statements, and file input and output--who seeks to understand foundational concepts in AI and AI development.
Subjects: Python (Computer program language); Artificial intelligence.;
Available copies: 1 / Total copies: 1
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Mindgamers [videorecording] / by Goth, Andrew,film director,screenwriter.; Reay, Joanne,screenwriter,film producer.(CARDINAL)385138; Köhler, Walter(Producer),film producer.; Payne, Tom,1982-actor.; Kreiling, Melia,actor.; Campbell-Hughes, Antonia,1982-actor.; Convery, Turlough,actor.; Stark, Oliver,1991-actor.; Tipper, Dominique,actor.; Doyle, Ryan,1984-actor.; Day, Simon,1967-actor.; Bjelac, Pedja,1962-actor.; Strauss, Ursula,1974-actor.; Neill, Sam,actor.(CARDINAL)326993; Real Fear (Firm),production company.; Terra Mater Factual Studios,presenter.; Universal Pictures Home Entertainment (Firm),publisher.(CARDINAL)340102;
Music, Ben Fowler; director of photography, John Pardue.Tom Payne, Melia Kreiling, Antonia Campbell-Hughes, Turlough Convery, Oliver Stark, Dominique Tipper, Ryan Doyle, Simon Paisley-Day, Pedja Bjelac, Ursula Strauss, Sam Neill.A group of brilliant young students create a wireless neural network, linking multiple minds via a quantum computer. Capable of transferring motor skills from one brain to another, they have brought into existence the first shareware for human motor skills. They freely spread this technology, believing it to be a first step towards a new equality and intellectual freedom. But they soon discover that they themselves are part of a much greater and more sinister experiment.Rating: R; for violence, language, some sexuality and drug use.DVD, region 1, NTSC, anamorphic widescreen (2.40:1) presentation, Dolby digital 5.1, Dolby digital 2.0.
Subjects: Feature films.; Fiction films.; Science fiction films.; Thrillers (Motion pictures); Action and adventure films.; Video recordings for the hearing impaired.; Mind and body; Human experimentation in psychology; Technology;
Available copies: 3 / Total copies: 4
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Probably approximately correct : nature's algorithms for learning and prospering in a complex world / by Valiant, Leslie.(CARDINAL)364725;
Includes bibliographical references and index.
Subjects: Human behavior; Genetic algorithms.; Algorithms.; Computational learning theory.; Nature; Mathematics in nature.; Neural networks (Neurobiology);
Available copies: 1 / Total copies: 1
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Modern robotics : building versatile machines / by Henderson, Harry,1951-(CARDINAL)766549;
Includes bibliographical references (pages 175-179) and index.
Subjects: Robotics.;
Available copies: 1 / Total copies: 1
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