69,33 zł

Machine Learning, revised and updated edition MIT Press Ltd

Książki / Literatura obcojęzyczna

A concise overview of machine learning--computer programs that learn from data--the basis of such applications as voice recognition and driverless cars.Today, machine learning underlies a range of applications we use every day, from product recommendations to voice recognition--as well as some we don't yet use everyday, including driverless cars. It is the basis for a new approach to artificial intelligence that aims to program computers to use example data or past experience to solve a given problem. In this volume in the MIT Press Essential Knowledge series, Ethem Alpaydin offers a concise and accessible overview of "the new AI." This expanded edition offers new material on such challenges facing machine learning as privacy, security, accountability, and bias. Alpaydin, author of a popular textbook on machine learning, explains that as "Big Data" has gotten bigger, the theory of machine learning--the foundation of efforts to process that data into knowledge--has also advanced. He describes the evolution of the field, explains important learning algorithms, and presents example applications. He discusses the use of machine learning algorithms for pattern recognition; artificial neural networks inspired by the human brain; algorithms that learn associations between instances; and reinforcement learning, when an autonomous agent learns to take actions to maximize reward. In a new chapter, he considers transparency, explainability, and fairness, and the ethical and legal implications of making decisions based on data.

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375,04 zł

Machine Learning for Emotion & Facial Recognition Scholars' Press

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Artificial intelligence is making a new world with the most advanced technology like machine learning, deep learning, computer vision and Robotics process automation. The techniques are making human to reduce their physical efforts, save times and accuracy more than human where human can't perform those task. With human effortless, as lots of research are done in this filed, its uses of application are also developed like self-driving card, face recognition, emotion recognition, speech recognition and many more. In this research, we are implemented a smart classroom technique using computer vision and emotion recognition for multiple faces of student and detect different types of emotion during lecture and plot a final result to predict their performance in the upcoming exam.Artificial intelligence is making a new world with the most advanced technology like machine learning, deep learning, computer vision and Robotics process automation. The techniques are making human to reduce their physical efforts, save times and accuracy more than human where human can't perform those task.

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555,23 zł

Learning Scientific Programming with Python Cambridge University Press

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Learn to master basic programming tasks from scratch with real-life scientifically relevant examples and solutions drawn from both science and engineering. Students and researchers at all levels are increasingly turning to the powerful Python programming language as an alternative to commercial packages and this fast-paced introduction moves from the basics to advanced concepts in one complete volume, enabling readers to quickly gain proficiency. Beginning with general programming concepts such as loops and functions within the core Python 3 language, and moving onto the NumPy, SciPy and Matplotlib libraries for numerical programming and data visualisation, this textbook also discusses the use of IPython notebooks to build rich-media, shareable documents for scientific analysis. Including a final chapter introducing challenging topics such as floating-point precision and algorithm stability, and with extensive online resources to support advanced study, this textbook represents a targeted package for students requiring a solid foundation in Python programming.

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152,04 zł

Language Learning with Technology Cambridge University Press

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Language Learning with Technology is for teachers interested in integrating technology into their classroom practice. The book contains 150 classroom activities for beginner to advanced level learners, incorporating a wide range of up-to-date technologies, such as mobile technologies and social networking. It puts pedagogy first, with the content organised around areas of language learning rather than technology types. Chapters cover language skills and the language areas of grammar, pronunciation and vocabulary, as well as project work and assessment and evaluation.

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101,39 zł

Creating a Learning Society Columbia University Press

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Creating a Learning Society explains how the countries of the world went from centuries of stagnation to the enormous increases in standards of living that have marked the last two hundred and fifty years: they have learned how to learn. Yet, as Stiglitz and Greenwald make clear, markets won't succeed on their own in creating the learning society that we need. Achieving this requires good governmental policy in a variety of areas, including trade, industry, and intellectual property. Indeed, the central thesis of this book is that every policy--tax, regulation, and expenditure--affects learning, and that policymakers have been remiss in ignoring this. Some policies, such as the Washington Consensus policies foisted on developing countries by the World Bank and IMF, actually impede learning. In advanced and developing countries alike, Creating a Learning Society has had a remarkable reception. Governments in Malaysia, Singapore, Turkey, Jordan, and South Africa have signaled strong support for its policies, and a Dutch think tank closely allied with the government released a blueprint for creating a learning economy.This streamlined edition, intended for everyone from scholars to general readers, omits the original book's complicated mathematical equations and, in accessible language, focuses on its central messages and policy prescriptions.

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331,23 zł

Understanding Machine Learning Cambridge University Press

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Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides an extensive theoretical account of the fundamental ideas underlying machine learning and the mathematical derivations that transform these principles into practical algorithms. Following a presentation of the basics of the field, the book covers a wide array of central topics that have not been addressed by previous textbooks. These include a discussion of the computational complexity of learning and the concepts of convexity and stability; important algorithmic paradigms including stochastic gradient descent, neural networks, and structured output learning; and emerging theoretical concepts such as the PAC-Bayes approach and compression-based bounds. Designed for an advanced undergraduate or beginning graduate course, the text makes the fundamentals and algorithms of machine learning accessible to students and non-expert readers in statistics, computer science, mathematics, and engineering.

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212,14 zł

Learning Scientific Programming with Python Cambridge University Press

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This fast-paced introduction to Python moves from the basics to advanced concepts, enabling readers to gain proficiency quickly.

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201,08 zł

Art Of Machine Learning No Starch Press,US

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Learn to expertly apply a range of machine learning methods to real data with this practical guide.Machine learning without advanced math! This book presents a serious, practical look at machine learning, preparing you for valuable insights on your own data. The Art of Machine Learning is packed with real dataset examples and sophisticated advice on how to make full use of powerful machine learning methods. Readers will need only an intuitive grasp of charts, graphs, and the slope of a line, as well as familiarity with the R programming language.You ll become skilled in a range of machine learning methods, starting with the simple k-Nearest Neighbors method (k-NN), then on to random forests, gradient boosting, linear/logistic models, support vector machines, the LASSO, and neural networks. Final chapters introduce text and image classification, as well as time series. You ll learn not only how to use machine learning methods, but also why these methods work, providing the strong foundational background you ll need in practice. Additional features:    How to avoid common problems, such as dealing with dirty data and factor variables with large numbers of levels   A look at typical misconceptions, such as dealing with unbalanced data   Exploration of the famous Bias-Variance Tradeoff, central to machine learning, and how it plays out in practice for each machine learning method   Dozens of illustrative examples involving real datasets of varying size and field of application    Standard R packages are used throughout, with a simple wrapper interface to provide convenient access. After finishing this book, you will be well equipped to start applying machine learning techniques to your own datasets.

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367,31 zł

Troubleshooting and Maintaining Cisco IP Networks (TSHOOT) Foundation Learning Guide Pearson Education

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Exam 39 Foundation Learning Guide is a Cisco authorized, self-paced learning tool for CCNP preparation. This book educates network professionals on how to maintain and monitor network performance, troubleshoot multi protocol system networks, and troubleshoot Cisco device hardening issues. As part of the Cisco Press Self-Study series, Exam 39 Foundation Learning Guide provides early and comprehensive foundation learning for the xxxx exam. This revision to the popular Foundation Learning Guide format for Advanced Switching at the Professional level is fully updated to include complete coverage of the new xxxx course.

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95,56 zł

English File: Advanced: Student's Book/Workbook MultiPack A Oxford University Press

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English File third edition is true to the English File formula: clearly presented language input in every File; interesting texts and topics that motivate students; activities and exercises that practise language in a context that is relevant to a busy adult's everyday life. With new, easy-to-manage structure, fresh, contemporary topics, more listening and a brand new video filmed on location (London, New York) English File third edition supports teaching and learning better than ever. To give teachers and students a 21st century learning experience English File third edition comes with brand new digital components: Classroom Presentation Tool for teachers: a digital resource that brings the classroom to life with interactive course materials - on interactive whiteboard, projectors or screen. All your digital teaching needs available online or offline, from your tablet or computer: complete Student's Book with audio, video answer keys and interactive activities; complete Workbook with audio and answer keys; plus pen and highlighters, focus, zoom and other built-in tools to make teaching even easier. Super-flexible package provides everything needed - for both inside and outside the classroom Improved texts and listening that motivate students to talk Four-skills syllabus with a clear focus on pronunciation - plus Grammar Bank exercises for practice and activation of grammar 'Real-world' In-The-Street interviews, Practical English motivating drama and documentary videos Oxford Online Skills Program offers students targeted and motivating practice to improve reading, writing, listening and speaking. Teachers can also use our online Learning Management System to easily manage and measure student progress. Progress tests for each File with clear signposting to additional related practice and reference

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116,06 zł

Oxford Word Skills Advanced Student's Book Oxford University Press

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The third level in a three-level topic-based vocabulary course to learn and practise the words that learners need to know at each CEFR level, based on the Oxford 3000TM and 5000TM. Oxford Word Skills improves students' vocabulary and vocabulary-learning skills. Short, clear presentations and lots of opportunity for practice give students the confidence to use new vocabulary. 100 units at each level mean they cover a huge range of topics and everyday situations. The Oxford Advanced Learner

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87,52 zł

Open World Advanced Student's Book with Answers Cambridge University Press

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Embark on a journey beyond the traditional boundaries between exam preparation and real-world language with Open World Advanced. A unique exam journey throughout maximises students' performance: Exam Training tasks build confidence allowing them to progress to full task practice in the Exam Focus. Real World sections open up language knowledge and introduce common yet surprising expressions, while Grammar on the Move mobile animations spark learning before or after class. Optional Push Yourself sections throughout the book extend students' capability and confidence to C2 Proficiency level.Access the Cambridge One Digital Pack, optimised for a range of devices, for your bank of learning resources. Interactive practice includes a digital test environment to build strategies and skills for exam success.

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117,17 zł

English Idioms in Use Advanced Book with Answers Cambridge University Press

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Improve your understanding of idioms in English. Explanations and practice of English idioms, written for advanced-level (C1 to C2) learners of English. Perfect for both self-study and classroom activities. Learn idioms in context, with lots of different topics, including 'Learning', 'Formal writing' and 'Telling stories'. Be confident about what you are learning, thanks to Cambridge research into how English is really spoken and written, and get better at studying by yourself, with study tips, follow-up tasks and an easy to use answer key.

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118,68 zł

Cambridge Academic English C1 Advanced Student's Book Cambridge University Press

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A three-level (B1+ to C1) integrated skills course for higher education students at university or on foundation courses. The C1 Advanced Student's Book consolidates academic study skills.Students' analytical skills are challenged with an increased range of authentic written and spoken academic texts. From essay organisation, taking notes, group discussion to writing references and paraphrasing texts, the students are presented with a wealth of practice opportunities to enhance all academic skills at this level. The course further develops independent learning skills and critical thinking through 'Study tips' sections and allows for personalisation of learning in the 'Focus on your subject' sections.Lecture and seminar skills units provide authentic practice in listening to lectures and participating in seminars.

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70,24 zł

English File: Advanced Plus: Workbook (without key) Oxford University Press

Książki / Literatura obcojęzyczna

How will English File get your students talking?Advanced Plus is for higher-level students who want to push the boundaries of their English learning.Workbook reinforces each lesson and can be used as extra practise during class, or set as homework.

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