Graphical Models for Machine Learning and Digital Communication

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

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.

Core Insight：Cross-Domain Data Collaboration: Unlocking Chip PotentialEliminating the "efficiency gap" caused by knowledge silos is the starting point for industry potential. Data doesn't lie; Data Science provides the solution: Through innovation and cross-domain restructuring, we visualize results to become the critical accelerator for boosting efficiency.GenAI Reshaping the Future of SemiconductorsFacing the immense challenge of the slowing pace of Moore's Law, the semiconductor industry urgently requires new breakthroughs. This book is specifically designed to solve the "Efficiency Black Hole" that consumes tens of billions of dollars annually in the industry.The Empowering DTCO Innovation with AI and Machine Learning offers readers a practical DTCO.ML Framework, demonstrating how to leverage Machine Learning (ML) and Generative AI (GenAI) technologies to inject new acceleration into chip manufacturing processes. Learn to master process variability and optimize chip energy efficien

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

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

DescriptionPathways Reading, Writing, and Critical Thinking is a best-selling, five-level academic skills series that combines highly visual, real-world content and rigorous language instruction to help students develop the skills, language, and critical thinking they need for academic success. Exploring academic topics through authentic readings, videos, photos, and infographics, students connect to ideas while building academic competence skills through collaboration, communication, and problem-solving. Pathways helps students to improve the academic and interpersonal skills needed to succeed in and out of the classroom.NEW in Pathways: Reading, Writing, and Critical ThinkingRelatable academic readings engage students and inform them on various topics, while helping improve reading comprehension skills to succeed in and out of the classroom.The Writing section provides even more guided instruction, explicit models, and practice opportunities to equip students with the skills needed t

DescriptionPathways Reading, Writing, and Critical Thinking is a best-selling, five-level academic skills series that combines highly visual, real-world content and rigorous language instruction to help students develop the skills, language, and critical thinking they need for academic success. Exploring academic topics through authentic readings, videos, photos, and infographics, students connect to ideas while building academic competence skills through collaboration, communication, and problem-solving. Pathways helps students to improve the academic and interpersonal skills needed to succeed in and out of the classroom.NEW in Pathways: Reading, Writing, and Critical ThinkingRelatable academic readings engage students and inform them on various topics, while helping improve reading comprehension skills to succeed in and out of the classroom.The Writing section provides even more guided instruction, explicit models, and practice opportunities to equip students with the skills needed t

Active Skills for Communication is an exciting new three-level series that develops learners' speaking and listening skills. Written by ELT specialists Curtis Kelly and Chuck Sandy, with series consul

Active Skills for Communication is an exciting new three-level series that develops learners' speaking and listening skills. Written by ELT specialists Curtis Kelly and Chuck Sandy, with series consu

Active Skills for Communication is an exciting new three-level series that develops learners' speaking and listening skills. Written by ELT specialists Curtis Kelly and Chuck Sandy, with series consul

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

"Business Games for Management and Economics: Learning by Playing presents board and video business games which combine teamwork with individual decisions based on computer models. Business games supp

The concept of modelling using graph theory has its origin in several scientific areas, notably statistics, physics, genetics, and engineering. The use of graphical models in applied statistics has in

Master the new computational tools to get the most out of your information system. This practical guide, the first to clearly outline the situation for the benefit of engineers and scientists, pro

21st Century Communication is a four-level series that uses powerful ideas from TED Talks to teach learners to think critically and communicate effectively. Through authentic models of effective commu

21st Century Communication is a four-level series that uses powerful ideas from TED Talks to teach learners to think critically and communicate effectively. Through authentic models of effective commu

21st Century Communication is a four-level series that uses powerful ideas from TED Talks to teach learners to think critically and communicate effectively. Through authentic models of effective commu

■ 學生課本附解答附線上帳號 (拆封不退)■ 適用程度：IELTS Band 5.5■ 線上資源包含：學生課本電子書 eBook、Digital Workbook 額外線上聽說讀寫雅思練習MINDSET from Cambridge gets you inside the IELTS test with a unique blend of print and online content. Topic-based units organised by skill make it easy to find what you want. Designed for students aiming for Band 5.5 in the Academic Module, this Student's Book Level 1 includes learning strategies, skills practice and exam practice to help you achieve your goal. The online workbook includes focussed study to improve your IELTS skills and there are unit tests and practice tests to help develop your language and IELTS skills.

■ 學生課本附解答附線上帳號 (拆封不退)■ 適用程度：IELTS Band 6.5■ 線上資源包含：學生課本電子書 eBook、Digital Workbook 額外線上聽說讀寫雅思練習MINDSET from Cambridge gets you inside the IELTS test with a unique blend of print and online content. Topic-based units organized by skill make it easy to find what you want. Designed for students aiming for Band 6.5 in the Academic Module, this Student's Book Level 2 includes learning strategies, skills practice and exam practice to help you achieve your goal. The online workbook includes focused study to improve your IELTS skills and there are unit tests and practice tests to help develop your language and IELTS skills.

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.

In a world with a seemingly infinite amount of content and scores of methods for consuming that content, marketing communication today is about appealing to individuals, person by person. Effectively

In a world with a seemingly infinite amount of content and scores of methods for consuming that content, marketing communication today is about appealing to individuals, person by person. Effectively

DISCOVERING COMPUTERS: DIGITAL TECHNOLOGY, DATA, AND DEVICES, 17th edition, teaches you not only the basics of technology, but also how you will use it -- and the responsibilities that go along with being a digital citizen. Focusing on current technology, the content addresses convergence of devices and platforms. Each module integrates practical how-to tips, ethics issues and security topics, while Consider This boxes woven throughout help you sharpen your critical-thinking skills. A variety of end-of-module activities -- checkpoint questions, small group activities and problem-solving exercises -- enable you to put what you learn into practice. MindTap digital learning solution is also available. Using an inviting approach that ensures understanding, DISCOVERING COMPUTERS equips you with the information you need for success at home, school and work.

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.

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

The Second Edition of 21st Century Communication presents big ideas from TED and National Geographic Explorers to engage students in English. Each unit explores one idea from different angles to prompt students to think critically and express their own opinions, while teaching the skills needed to communicate with confidence. Through inspiring models of effective communication, students develop essential listening and speaking skills to achieve academic success for the 21st century.New in this editionA wide variety of real-world settings like virtual discussions, interviews, and academic lectures provide studonts with models of confident communication in relatable situations.An expanded focus on academic note-taking, critical thinking, and 21st century life skills such as responsible decision-making helps students achieve their academic and personal goals.Carefully sequenced lessons develop comprehension, creative thinking, and collaboration skills to prepare students for the final p

■學生課本&作業本附線上帳號(拆封不退) ■美式英語■CEFR Level: Pre-A1■適用程度: Real Beginner■線上練習及資源平台網址：cambridgeone.org ★購買提示 :學生課本&作業本不含解答，如需解答者請購買教師手冊(9781009267786)Game Changer is a four-level lower Secondary course designed to give young teens all the confidence they need to prepare them for a world where critical thinking, great communication skills and creativity are key. With its fresh and fun approach to global real-world topics, Game Changer is designed to help teachers prepare stimulating and easy-to-teach lessons that will ensure lower secondary teenage students are motivated and engaged throughout the school year. Cross-cultural reading topics, in-context language presentations, scaffolded speaking and writing tasks, opportunities to develop competencies such as learner autonomy, critical thinking and creative thinking are guaranteed to develop learners' global awareness and encourage a learning mindset. The latest digital resources are all in one place on Cambridge One.

DescriptionOptimise Stars, the new edition of Optimise, combines the hugely popular methodology of the original Optimise series with new content that is genuinely relevant to teenagers. It teaches students essential exam skills and techniques to optimise their exam performance and ensure no surprises on the day. It gives teachers comprehensive exam-prep guidance and offers additional wellbeing support for both students and teachers.Key FeaturesNew Optimise your wellbeing sections show students how to stay calm under pressure and help them perform to the best of their ability in end-of-year exams.New video content, gamified digital activities and teen-relevant texts bring learning to life and keep teenage students engaged in every lesson.The 12-page Optimise Your Exams section at the back of the Student’s Book brings together exam strategies for each key skill, plus advice on how to perform well on the day.New communication activities put a strong focus on speaking and encourage learn

DescriptionOptimise Stars, the new edition of Optimise, combines the hugely popular methodology of the original Optimise series with new content that is genuinely relevant to teenagers. It teaches students essential exam skills and techniques to optimise their exam performance and ensure no surprises on the day. It gives teachers comprehensive exam-prep guidance and offers additional wellbeing support for both students and teachers.Key FeaturesNew Optimise your wellbeing sections show students how to stay calm under pressure and help them perform to the best of their ability in end-of-year exams.New video content, gamified digital activities and teen-relevant texts bring learning to life and keep teenage students engaged in every lesson.The 12-page Optimise Your Exams section at the back of the Student’s Book brings together exam strategies for each key skill, plus advice on how to perform well on the day.New communication activities put a strong focus on speaking and encourage learn

DescriptionOptimise Stars, the new edition of Optimise, combines the hugely popular methodology of the original Optimise series with new content that is genuinely relevant to teenagers. It teaches students essential exam skills and techniques to optimise their exam performance and ensure no surprises on the day. It gives teachers comprehensive exam-prep guidance and offers additional wellbeing support for both students and teachers.Key FeaturesNew Optimise your wellbeing sections show students how to stay calm under pressure and help them perform to the best of their ability in end-of-year exams.New video content, gamified digital activities and teen-relevant texts bring learning to life and keep teenage students engaged in every lesson.The 12-page Optimise Your Exams section at the back of the Student’s Book brings together exam strategies for each key skill, plus advice on how to perform well on the day.New communication activities put a strong focus on speaking and encourage learn

DescriptionOptimise Stars, the new edition of Optimise, combines the hugely popular methodology of the original Optimise series with new content that is genuinely relevant to teenagers. It teaches students essential exam skills and techniques to optimise their exam performance and ensure no surprises on the day. It gives teachers comprehensive exam-prep guidance and offers additional wellbeing support for both students and teachers.Key FeaturesNew Optimise your wellbeing sections show students how to stay calm under pressure and help them perform to the best of their ability in end-of-year exams.New video content, gamified digital activities and teen-relevant texts bring learning to life and keep teenage students engaged in every lesson.The 12-page Optimise Your Exams section at the back of the Student’s Book brings together exam strategies for each key skill, plus advice on how to perform well on the day.New communication activities put a strong focus on speaking and encourage learn

■學生課本&作業本附線上帳號(拆封不退) ■美式英語■CEFR Level: A1■適用程度: Beginner■線上練習及資源平台網址：cambridgeone.org★購買提示 :學生課本&作業本不含解答，如需解答者請購買教師手冊(9781009267793)Game Changer is a four-level lower Secondary course designed to give young teens all the confidence they need to prepare them for a world where critical thinking, great communication skills and creativity are key. With its fresh and fun approach to global real-world topics, Game Changer is designed to help teachers prepare stimulating and easy-to-teach lessons that will ensure lower secondary teenage students are motivated and engaged throughout the school year. Cross-cultural reading topics, in-context language presentations, scaffolded speaking and writing tasks, opportunities to develop competencies such as learner autonomy, critical thinking and creative thinking are guaranteed to develop learners' global awareness and encourage a learning mindset. The latest digital resources are all in one place on Cambridge One.

■學生課本&作業本附線上帳號(拆封不退) ■美式英語■CEFR Level: A2■適用程度: Elementary■線上練習及資源平台網址：cambridgeone.org ★購買提示 :學生課本&作業本不含解答，如需解答者請購買教師手冊(9781009267809)Game Changer is a four-level lower Secondary course designed to give young teens all the confidence they need to prepare them for a world where critical thinking, great communication skills and creativity are key. With its fresh and fun approach to global real-world topics, Game Changer is designed to help teachers prepare stimulating and easy-to-teach lessons that will ensure lower secondary teenage students are motivated and engaged throughout the school year. Cross-cultural reading topics, in-context language presentations, scaffolded speaking and writing tasks, opportunities to develop competencies such as learner autonomy, critical thinking and creative thinking are guaranteed to develop learners' global awareness and encourage a learning mindset. The latest digital resources are all in one place on Cambridge One.

■學生課本&作業本附線上帳號(拆封不退) ■美式英語■CEFR Level: B1■適用程度: Intermediate■線上練習及資源平台網址：cambridgeone.org ★購買提示 :學生課本&作業本不含解答，如需解答者請購買教師手冊(9781009267816)Game Changer is a four-level lower Secondary course designed to give young teens all the confidence they need to prepare them for a world where critical thinking, great communication skills and creativity are key. With its fresh and fun approach to global real-world topics, Game Changer is designed to help teachers prepare stimulating and easy-to-teach lessons that will ensure lower secondary teenage students are motivated and engaged throughout the school year. Cross-cultural reading topics, in-context language presentations, scaffolded speaking and writing tasks, opportunities to develop competencies such as learner autonomy, critical thinking and creative thinking are guaranteed to develop learners' global awareness and encourage a learning mindset. The latest digital resources are all in one place on Cambridge One.