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  • Book

  • Competitive Programming 4 - Book 2 : The Lower Bound of Programming Contests in the 2020s

    • Authors: Steven Halim (2020)

  • This Competitive Programming book, 4th edition (CP4) is a must have for every competitive programmer. Mastering the contents of this book is a necessary (but admittedly not sufficient) condition if one wishes to take a leap forward from being just another ordinary coder to being among one of the world's finest competitive programmers.
  • Book

  • Competitive Programming 4 - Book 1 : The Lower Bound of Programming Contests in the 2020s

    • Authors: Steven Halim (2020)

  • This Competitive Programming book, 4th edition (CP4) is a must have for every competitive programmer. Mastering the contents of this book is a necessary (but admittedly not sufficient) condition if one wishes to take a leap forward from being just another ordinary coder to being among one of the world's finest competitive programmers.
  • Book

  • Artificial Intelligence : A Modern Approach

    • Authors: Stuart Russell (2021)

  • The 4th Edition brings readers up to date on the latest technologies,presents concepts in a more unified manner, and offers new or expanded coverageof machine learning, deep learning, transfer learning, multi agent systems,robotics, natural language processing, causality, probabilistic programming,privacy, fairness, and safe AI.
  • Book

  • An Introduction to Machine Learning

    • Authors: Miroslav Kubat (2021)

  • This Third Edition covers newer approaches that have become highly topical, including deep learning, and auto-encoding, introductory information about temporal learning and hidden Markov models, and a much more detailed treatment of reinforcement learning.
  • Book

  • Computer Network Security

    • Authors: Ali Sadiqui (2020)

  • Computer Network Security is an exploration of the state-of-the-art and good practices in setting up a secure computer system. Concrete examples are offered in each chapter, to help the reader to master the concept and apply the security configuration.
  • Book

  • Head First Design Patterns

    • Authors: Eric Freeman;  Advisor: Elisabeth Robson. (2021)

  • With Head First Design Patterns, 2E you'll learn design principles and patterns in a way that won't put you to sleep, so you can get out there to solve software design problems and speak the language of patterns with others on your team
  • Sách/Book

  • Learning and soft computing : support vector machines, neural networks, and fuzzy logic models

    • Authors: Vojislav Kecman (2021)

  • This textbook provides a thorough introduction to the field of learning from experimental data and soft computing. Support vector machines (SVM) and neural networks (NN) are the mathematical structures, or models, that underlie learning, while fuzzy logic systems (FLS) enable us to embed structured human knowledge into workable algorithms. The book assumes that it is not only useful, but necessary, to treat SVM, NN, and FLS as parts of a connected whole. Throughout, the theory and algorithms are illustrated by practical examples, as well as by problem sets and simulated experiments. This approach enables the reader to develop SVM, NN, and FLS in addition to understanding them. The book also presents three case studies: on NN-based control, financial time series analysis, and compute...