Natural Language Annotation for Machine Learning

This volume investigates algorithmic methods based on machine learning in order to design sequential investment strategies for financial markets. Such sequential investment strategies use information

Pictures for Language Learning is richly illustrated and provides a valuable guide to the role of pictures and other visual materials in language teaching. It brings together a wealth of ideas on how

This book covers a wide range of subjects in applying machine learning approaches for bioinformatics projects. The book succeeds on two key unique features. First, it introduces the most widely used m

This is the third edition of the one of the founding titles of the CHLT series. The book features many of the original games but has also been fully revised to include new games for the ELT classroom.

This lucid, accessible introduction to supervised machine learning presents core concepts in a focused and logical way that is easy for beginners to follow. The author assumes basic calculus, linear algebra, probability and statistics but no prior exposure to machine learning. Coverage includes widely used traditional methods such as SVMs, boosted trees, HMMs, and LDAs, plus popular deep learning methods such as convolution neural nets, attention, transformers, and GANs. Organized in a coherent presentation framework that emphasizes the big picture, the text introduces each method clearly and concisely “from scratch” based on the fundamentals. All methods and algorithms are described by a clean and consistent style, with a minimum of unnecessary detail. Numerous case studies and concrete examples demonstrate how the methods can be applied in a variety of contexts.

This important book introduces the concept of intrusion detection, discusses various approaches for intrusion detection systems (IDS), and presents the architecture and implementation of IDS. It emph

In Foreign and Second Language Learning, William Littlewood surveys recent research into how people acquire languages and considers its relevance for language teaching. He describes the most important

With detailed notes, tables, and examples, this handy reference will help you navigate the basics of structured machine learning. Author Matt Harrison delivers a valuable guide that you can use for ad

Online Communication in Language Learning and Teaching offers theoretical and practical as well as research perspectives for approaching technologies that support online communication for language lea

為【劍橋英語教學大師口袋書系列】書籍，內容針對語言學習及多元科技工具的應用提出教學實務上的建議，可做為教師參考用書。In this accessible book, Nicky Hockly draws on her extensive personal experience, along with relevant research and theory, to provide practical guidance on the effective implementation of learning technologies in language teaching. The book explores key issues including the implication of these technologies on pedagogy, the use of technology in different teaching and learning scenarios, digital evaluation and assessment, and how teachers can use technology for their own professional learning.

Each new print copy includes Navigate 2 Advantage Access that unlocks a comprehensive and interactive eBook, animations, student practice activities and assessments, a full suite of instructor resourc

Innovative activities for Content and Language Integrated Learning (CLIL) teachers and trainee teachers.CLIL Activities is organised into five chapters: Activating, Guiding understanding, Focus on lan

This comprehensive guide to methodology and language learning covers the teaching of all four skills as well as assessment and lesson planning. An audio CD containing case study listening activities

This book is for teachers interested in incorporating interaction online into their teaching.Interaction Online is a valuable resource for anyone who wants to incorporate an aspect of online interaction in their language teaching. It is relevant for use with online, blended or face-to-face courses and appropriate for a wide range of teachers and learning contexts. This handbook contains over 75 tried and tested activities, the majority of which can be carried out either synchronously or asynchronously. Activities are purposeful and foster interaction between and among learners and instructors, rather than between learner and machine, and make use of generic tools and applications, such as discussion forums, instant message services and Facebook.

This volume explores the impact of multilingualism on learning, teaching and assessment, viewed from the perspective of policies, procedures and challenges. Language Assessment for Multilingualism bri

This book introduces the theoretical and empirical bases for the definition of language learning level in functional 'Can Do' terms for the English Profile Programme, setting out the ambitions of the

Key Words with Peter and Jane uses the most frequently met words in the English language as a starting point for learning to read successfully and confidently. The Key Words reading scheme is scientif

Practice as a necessity for learning a second language has been a tacit assumption among language teachers for quite some time; however, the concept has not been widely considered from a theoretical p

Language is at the very core of the educational process, both as a medium for the transmission of knowledge and as a cognitive tool. The learning and use of second languages has often been associated

This text provides a critical collection of recent research in on-line communication for second language learning. The paperback edition provides a critical collection of recent research in on-line co

It offers support and encouragement, as well as plenty of practical ideas and suggestions, for smoothing the transition to a literature-based, child-centered approach to learning.

DescriptionMedia Matters: Talk about the topics that matter to you!Media Matters is a communication-focused English skills book for university students The book is based around contemporary pop culture topics that engage learners. Themes in the book range from the recent popularity of superheroes, K-Pop idols, video games, Harry Potter, and horror movies to the influences that the 1980s are having on us today.In Media Matters students are presented with extensive opportunities to practice the language skills of listening speaking, reading, and writing. Another important focus of this book is the development of vocabulary. Students using this book will find themselves able to talk about a variety of engaging contemporary topics-the kinds that they enjoy talking about with their friends, rather than the topics that textbooks often presentFeaturesThematically organized, informative reading textsExplanations of technical or key termsAuthentic video-based listening passages that expose stud

English Communication for Nursing is an eight-unit book designed to equip nurses who wish to communicate effectively with English-speaking patients in the health-care setting. The book features helpful vocabulary and expressions, realistic patient-nurse dialogs that simulate hospital interactions, cultural tips, practice activities, and samples of documents that patients may encounter in the hospital. The book exposes learners to the necessary vocabulary for nursing while providing ample listening and speaking practice.Each unit focuses on aspects of medical care like checking in to a hospital, surgery, medications, pain management, pediatrics, orthopedics, gastroenterology, and cardiology. An appendix provides additional language with dialogs between co-workers within the hospital setting.The book can be used as stand-alone material, or it can be used with a series of online videos that will enhance listening skills. English Communication for Nursing will guide learners in building th

Speaking for Presentations is an innovative two-book series designed to develop the public speaking skills of adolescent and adult English language learners at the high-beginning to intermediate level

DescriptionSpeaking for Speeches: Skills for Presentations is an interactive, accessible three-level series specifically designed to develop the public speaking skills of English language learners at

Deep Learning Neural Networks is the fastest growing field in machine learning. It serves as a powerful computational tool for solving prediction, decision, diagnosis, detection and decision problems

Deep Learning Neural Networks is the fastest growing field in machine learning. It serves as a powerful computational tool for solving prediction, decision, diagnosis, detection and decision problems

Now You're Talking! is a three-level strategies-based conversation series designed to help learners develop natural spoken English skills through a wide range of contexts and topics. Guided listening

LINGUISTICS FOR EVERYONE: AN INTRODUCTION, Second Edition, connects the study of linguistics to the language you use every day. The text is very user-friendly: casual writing style, logical presentati

Now You're Talking! is a three-level strategies-based conversation series designed to help learners develop natural spoken English skills through a wide range of contexts and topics. Guided listening

"Microcontrollers: From Assembly Language to C Using the PIC24 Family" provides an introduction to microprocessors and microcontrollers for either the student or hobbyist. It begins by discussi

Practice as a necessity for learning a second language has been a tacit assumption among language teachers for quite some time; however, the concept has not been widely considered from a theoretical p

The purpose of English for Professional Success is to empower students with the language and life skills they need to carry out their career goals. To this end it provides ample opportunities for stud