Graphical Models for Machine Learning and Digital Communication

Written primarily for 16-19 year old students, this concise introduction to evolution traces the history of the emergence of life, contextualising the development of evolutionary thought and discussing the implications of evolutionary processes on modern-day genomics, biochemistry and ecology. The primer aims to extend students' knowledge and inspire them to take their school-level learning further. It explores topics that are familiar from the curriculum and also introduces new ideas, giving students a first taste of the study of biology beyond school-level and demonstrating how concepts frequently encountered at school are relevant to and applied in current research. This is the ideal text to support students who are considering making the transition from studying biology at school to university. Digital formats and resources The book is available for students and institutions to purchase in a variety of formats, and is supported by online resources: · The e-book offers a mobile exp

Providing complete, step-by-step coverage of the 2008 Edexcel GCE Biology specification, this is the official Student Book for the concept-led approach to the specification. Written by experienced examiners, it offers students motivating and relevant content to improve exam performance and ensure students fulfil their full potential. Allows for regular testing and exam preparation with real Edexcel past questions, provided in the ‘Examzone’ sections. Supports independent learning through a range of additional resources provided on the ActiveBook CD-ROM, included FREE in the back of each book. Helps students build a wide range of skills, including data analysis, critical evaluation of information, communication and collaborative work. Gives students an in-depth, scientific understanding of the principles covered in each topic, including How Science Works. Helps students easily see how content from the specification is covered through topic overview maps. Written by highly

Providing complete, step-by-step coverage of the 2008 Edexcel GCE Chemistry specification, this is the official Student Book for the concept-led approach to the specification. Written by experienced examiners, it offers students motivating and relevant content to improve exam performance and ensure students fulfil their full potential. Allows for regular testing and exam preparation with real Edexcel past questions, provided in the ‘Examzone’ sections. Supports independent learning through a range of additional resources provided on the ActiveBook CD-ROM, included FREE in the back of each book. Helps students build a wide range of skills, including data analysis, critical evaluation of information, communication and collaborative work. Gives students an in-depth, scientific understanding of the principles covered in each topic, including How Science Works. Helps students easily see how content from the specification is covered through topic overview maps. Written by highl

Providing complete, step-by-step coverage of the Edexcel GCE Physics specification, this is the official Student Book for the concept-led approach to the specification. Written by experienced examiners, it offers students motivating and relevant content to improve exam performance and ensure students fulfil their full potential. Allows for regular testing and exam preparation with real Edexcel past questions, provided in the ‘Examzone’ sections. Supports independent learning through a range of additional resources provided on the ActiveBook CD-ROM, included FREE in the back of each book. Helps students build a wide range of skills, including data analysis, critical evaluation of information, communication and collaborative work. Gives students an in-depth, scientific understanding of the principles covered in each topic, including How Science Works. Helps students easily see how content from the specification is covered through topic overview maps. Written by highly respe

Providing complete, step-by-step coverage of the 2008 Edexcel GCE Biology specification, this is the official Student Book for the concept-led approach to the specification. Written by experienced examiners, it offers students motivating and relevant content to improve exam performance and ensure students fulfil their full potential. Allows for regular testing and exam preparation with real Edexcel past questions, provided in the ‘Examzone’ sections. Supports independent learning through a range of additional resources provided on the ActiveBook CD-ROM, included FREE in the back of each book. Helps students build a wide range of skills, including data analysis, critical evaluation of information, communication and collaborative work. Gives students an in-depth, scientific understanding of the principles covered in each topic, including How Science Works. Helps students easily see how content from the specification is covered through topic overview maps. Written by highly r

This book integrates the foundations of quantum computing with a hands-on coding approach to this emerging field; it is the first to bring these strands together in an updated manner. This work is suitable for both academic coursework and corporate technical training.The second edition includes extensive updates and revisions, both to textual content and to the code. Sections have been added on quantum machine learning, quantum error correction, Dirac notation and more. This new edition benefits from the input of the many faculty, students, corporate engineering teams, and independent readers who have used the first edition.This volume comprises three books under one cover: Part I outlines the necessary foundations of quantum computing and quantum circuits. Part II walks through the canon of quantum computing algorithms and provides code on a range of quantum computing methods in current use. Part III covers the mathematical toolkit required to master quantum computing. Additional reso

This textbook provides a comprehensive overview of the human-computer interface in clear, non-technical language, making it an ideal introduction for students of both psychology and computer science. Covering the past, present, and future developments in technology and psychology, it combines cutting-edge academic research with engaging illustrations and examples that show students how the material relates to their lives. Topics addressed include: human factors of input devices, and the basics of sensation and perception; memory and cognitive issues of users navigating their way through interfaces; communication via programming languages and natural speech interaction; cyberpathologies such as techno-stress and Internet addiction disorders; and challenges surrounding automation and artificial intelligence. This thoroughly updated second edition features new chapters on virtual reality and cybersecurity; expanded coverage of social media, mobile computing, e-learning, and video games; a

This textbook provides a comprehensive overview of the human-computer interface in clear, non-technical language, making it an ideal introduction for students of both psychology and computer science. Covering the past, present, and future developments in technology and psychology, it combines cutting-edge academic research with engaging illustrations and examples that show students how the material relates to their lives. Topics addressed include: human factors of input devices, and the basics of sensation and perception; memory and cognitive issues of users navigating their way through interfaces; communication via programming languages and natural speech interaction; cyberpathologies such as techno-stress and Internet addiction disorders; and challenges surrounding automation and artificial intelligence. This thoroughly updated second edition features new chapters on virtual reality and cybersecurity; expanded coverage of social media, mobile computing, e-learning, and video games; a

This book concentrates on mining networks, a subfield within data science. Data science uses scientific and computational tools to extract valuable knowledge from large data sets. Once data is processed and cleaned, it is analyzed and presented to support decision-making processes. Data science and machine learning tools have become widely used in companies of all sizes. Networks are often large-scale, decentralized, and evolve dynamically over time. Mining complex networks aim to understand the principles governing the organization and the behavior of such networks is crucial for a broad range of fields of study. Here are a few selected typical applications of mining networks:Community detection (which users on some social media platforms are close friends).Link prediction (who is likely to connect to whom on such platforms).Node attribute prediction (what advertisement should be shown to a given user of a particular platform to match their interests).Influential node detection (which

《邊學邊用：粵語聽說教材（二）》是為非華語母語背景的學習者編寫的以粵語作為二語學習的教材。本書課本內容取材自生活場景，提供常用詞彙，並附上活學活用的練習，讓學習者能在日常生活中靈活使用粵語。 “Cantonese in Communication”is a series of textbooks designed for learners learning Cantonese as a second language. It targets to use daily language scenarios, useful vocabulary, lively conversations and exercise in a practical way. It is meant for learners with no Chinese background to use Cantonese in their daily life.

Implement real-time data processing applications on the Raspberry Pi. This book uniquely helps you work with data science concepts as part of real-time applications using the Raspberry Pi as a localized cloud. You'll start with a brief introduction to data science followed by a dedicated look at the fundamental concepts of Python programming. Here you'll install the software needed for Python programming on the Pi, and then review the various data types and modules available. The next steps are to set up your Pis for gathering real-time data and incorporate the basic operations of data science related to real-time applications. You'll then combine all these new skills to work with machine learning concepts that will enable your Raspberry Pi to learn from the data it gathers. Case studies round out the book to give you an idea of the range of domains where these concepts can be applied. By the end of Data Science with the Raspberry Pi, you'll understand that many applications are now de

Are you struggling to improve a hostile or uncomfortable environment at work, or interested in how such tension can arise? Experts in organizational psychology, management science, social psychology, and communication science show you how to implement interventions and programs to manage workplace emotion. The connection between workplace affect and relevant challenges in our society, such as diversity and technological changes, is undeniable; thus learning to harness that knowledge can revolutionize your performance in tackling workday issues. Applying major theoretical perspectives and research methodologies, this book outlines the concepts of display rules, emotional labor, work motivation, well-being, and discrete emotions. Understanding these ideas will show you how affect can promote team effectiveness, leadership, and conflict resolution. If you require a foundation for understanding workplace affect or a springboard into deeper, more interdisciplinary research, this book presen

Are you struggling to improve a hostile or uncomfortable environment at work, or interested in how such tension can arise? Experts in organizational psychology, management science, social psychology, and communication science show you how to implement interventions and programs to manage workplace emotion. The connection between workplace affect and relevant challenges in our society, such as diversity and technological changes, is undeniable; thus learning to harness that knowledge can revolutionize your performance in tackling workday issues. Applying major theoretical perspectives and research methodologies, this book outlines the concepts of display rules, emotional labor, work motivation, well-being, and discrete emotions. Understanding these ideas will show you how affect can promote team effectiveness, leadership, and conflict resolution. If you require a foundation for understanding workplace affect or a springboard into deeper, more interdisciplinary research, this book presen

A fun first series explaining to young readers how they can stay safe onlineGoing online can be great fun, but you need to look after yourself and your device. Computer Kids: Staying Safe Online will show you the best ways to do so, from setting strong passwords to spotting a scam to knowing when to ask for help.These positive, friendly guides aim to explain to young readers the learning potential and fun of digitaldevices, websites and (age-appropriate) media and games, but also how to stay well and protectthemselves and their projects when they're online. Simple, fun on- and off-line activities on every spreadreinforce readers' understanding and allow them to explore the digital world safely, while the character'Max Computer' offers practical advice and hands-on tips.Contents:Have fun, stay safeSafe spaceKeeping it privateThere's a limitPick your passwordComputer virusesMeet more malwareNo entry!Spam and scamsHelp!Stranger dangerCyberbulliesIf in doubtMax Computer recommendsGriz's qu

A fun first series introducing readers to life online.Are you ready to take your first steps into the online world? Discover the best, safest ways to do with Going Online - from how to use a mouse to how to navigate a website!.These positive, friendly guides aim to explain to young readers the learning potential and fun of digitaldevices, websites and (age-appropriate) media and games, but also how to stay well and protectthemselves and their projects when they're online. Simple, fun on- and off-line activities on every spreadreinforce readers' understanding and allow them to explore the digital world safely, while the character'Max Computer' offers practical advice and hands-on tips.Contents: What is going online?Get connectedHardware and softwareTools for the jobEmailWeb welcomeLet's browse!Jumping aroundA world of websitesCookiesGo socialOnline with othersFavourite placesMax Computer recommendsGriz's quizGlossaryFind out more!IndexTitles in the series:Being Healthy OnlineCoding Onli

《边学边用：华语听说教材》是针对以普通话为第二语言 / 外语人士的特点和需要编写的系列普通话口语教材。教材取材於普通话母语人士的口语对话，帮助学习者学习普通话，在日常生活或专业领域学以致用。 “Chinese (Putonghua) in Communication” is a series of spoken Putonghua textbooks designed for learners studying Putonghua as a second / foreign language. By drawing all examples and sample conversations from authentic speaking materials collected from native Putonghua speakers, this book series is suitable for learners aiming at learning practical Putonghua to be used in their daily as well as professional lives.

The Cambridge Handbook of the Psychology of Prejudice: Concise Student Edition aims to answer the questions: why is prejudice so persistent? How does it affect people exposed to it? And what can we do about it? With cutting-edge research from top scholars in the field, the chapters present an overview of psychological models of prejudice and investigate key domains such as racism, sexism, and the criminal justice system. This student edition of the award-winning Handbook includes new pedagogical features such as learning objectives, core terms and definitions, summary points, discussion questions, recommended reading, and an instructor's test bank. It also features a new conclusion chapter that analyzes eight hard problems currently faced by researchers and activists, thus engaging students in deep, forward-thinking discussion. Developed specifically for use in Psychology of Prejudice courses at the undergraduate and graduate levels, the Concise Student Edition is an essential teaching

The Cambridge Handbook of the Psychology of Prejudice: Concise Student Edition aims to answer the questions: why is prejudice so persistent? How does it affect people exposed to it? And what can we do about it? With cutting-edge research from top scholars in the field, the chapters present an overview of psychological models of prejudice and investigate key domains such as racism, sexism, and the criminal justice system. This student edition of the award-winning Handbook includes new pedagogical features such as learning objectives, core terms and definitions, summary points, discussion questions, recommended reading, and an instructor's test bank. It also features a new conclusion chapter that analyzes eight hard problems currently faced by researchers and activists, thus engaging students in deep, forward-thinking discussion. Developed specifically for use in Psychology of Prejudice courses at the undergraduate and graduate levels, the Concise Student Edition is an essential teaching

Oh, boys! Prep and Goth are about to graduate, which means the boys are starting to deal with more real life things as a polycule. They’re doing it! They’re really trying! Prep, Goth, Jock, and Nerd each get vulnerable and share their relationship insecurities…and agree to work through them together with healthy communication and a lot of heart. The boys realise that they want to be in each other's futures, and start taking some big steps, like meeting Nerd’s family and deciding to move in together.They might be growing up a little bit, but the boys still keep things light with some hair dye misadventures, volunteering to model for a life drawing class, and gamifying the four-way kiss. Plus, Prep and Prep GF recount the high school origins of their rivalry. Through navigating the adventures of dating life, the boyfriends come to understand themselves and each other in new and profound ways.Their polyamorous relationship continues to blossom, and that means learning about everybody’s qu

??????: A Basic Course in Russian (Sixth Edition), strikes a true balance between communication and structure. It takes a contemporary approach to language learning by focusing on the development of functional competence in the four skills (listening, speaking, reading, and writing), as well as the expansion of cultural knowledge. It also provides comprehensive explanations of Russian grammar along with the structural practice students need to build accuracy.The sixth edition of this bestselling communicatively based text for beginning Russian has been updated by putting a greater focus on contemporary culture and simplified, visual grammar explanations that will better engage students. Books One and Two are a basic proficiency-oriented complete course in Russian language designed to bring students to the ACTFL Intermediate range in speaking (A2/B1 on the CEFR scale) after 200–250 classroom contact hours, or two years of academic study. The program also covers the basic morphology of R

??????: A Basic Course in Russian (Sixth Edition), strikes a true balance between communication and structure. It takes a contemporary approach to language learning by focusing on the development of functional competence in the four skills (listening, speaking, reading, and writing), as well as the expansion of cultural knowledge. It also provides comprehensive explanations of Russian grammar along with the structural practice students need to build accuracy.The sixth edition of this bestselling communicatively based text for beginning Russian has been updated by putting a greater focus on contemporary culture and simplified, visual grammar explanations that will better engage students. Books One and Two are a basic proficiency-oriented complete course in Russian language designed to bring students to the ACTFL Intermediate range in speaking (A2/B1 on the CEFR scale) after 200–250 classroom contact hours, or two years of academic study. The program also covers the basic morphology of R

Everything you need to know about how to best raise, educate and guide Generation Alpha (born 2010-24) - the most materially endowed and technologically literate generation ever - to help them live their best life.Renowned social demographer Mark McCrindle shares everything we need to know about Generation Alpha in this accessible, fascinating book for parents and educators on how the most globally connected generation ever (born 2010-2024) will grow up, how we should parent them, what we should teach them and what we need to be aware of to ensure that we get the best out of them.Discussing the impacts of the recent Coronavirus pandemic as an educational, world health and economic crisis with a unique set of problems presented to this first-ever remote-learning generation, Mark will help parents understand how complex the life experiences of today's children truly are. From looking at digital anxieties around social media to the unprecedented rise of environmental and social consciousn

飛不起來的小鳥們，跌倒再多次也不放棄飛翔的夢。這本只有116個字的繪本，融合成長思維、幽默節奏與STEM創意，小讀者能從失敗中看見勇氣與改變的契機。插圖富有表情與動感，角色可愛鮮明，無論正在練習新技能的孩子，或是追夢的大人，都會被這股「我還可以再試一次」的力量打動。A witty and uplifting story about perseverance and hope, perfect for fans of The Magical Yet, starring three endearing flightless birds determined to get aloft. This witty and uplifting story about perseverance and hope, perfect for fans of The Magical Yet, stars three flightless birds determined to get aloft, stylishly rendered by award-winning and bestselling illustrator Scott Magoon. Three flightless friends long to feel the wind beneath their wings. So, they try, and try, and try to fly. But all they do is fall, fall, fall. Flying, it turns out, is hard. Will they give up—or get up? Celebrating resiliency, persistence, and the power of “yet,” easy-to-read text and distinctive artwork encourage and inspire readers young and old who aspire to learn a new skill, or to make a dream come true. MODELS RESILIENCY, GRIT, AND SOCIAL-EMOTIONAL LEARNING SKILLS:

《展望》是為學習IGCSE 0523和IBDP Chinese B SL的學生編寫的，共有兩冊，配有錄音等電子資源。Future is a set of coursebooks specially written for students who are learning IGCSE 0523 and IBDP Chinese B Standard Level courses.It contains two volumes accompanied by digital resources such a s recordings.本書特色 T h e C o u r s e F eat u r e s話題：全面覆蓋IGCSE和IBDP大綱規定的各大主題和高頻話題。Topics：In accordance with all the themes and important topics involved by IGCSE 0523 and IBDP Chinese B’s test syllabus.練習：聽、說、讀、寫的練習嚴格按照大綱和考試的要求編寫。Exercises: Exercises of speaking, listening, reading and writing are closely related to the test syllabus and examination requirements.探究：利用探究問題，加強學生的概念性理解。Inquiry: Enhancing students’ conceptual understanding by inquiry questions.文化：介紹中國傳統文化和當代社會，帶領學生全面認識中國。Culture: Leading students to understand China comprehensively by introducing Chinese traditional culture and contemporary society.

《邊學邊用：華語聽說教材》是針對以普通話為第二語言／外語人士的特點和需要編寫的普通話口語系列教材。教材取材於普通話母語人士的口語對話，幫助學習者學習普通話，在日常生活或專業領域學以致用。 “Chinese（Putonghua）in Communication” is a series of spoken Putonghua textbooks designed for learners studying Putonghua as a second／foreign language. By drawing all examples and sample conversations from authentic speaking materials collected from native Putonghua speakers, this book series is suitable for learners aiming at learning practical Putonghua to be used in their daily as well as professional lives. 本書特點： Features of this textbook: 1. 簡體中文和漢語拼音對照，並附繁體中文供參考。 Simplified Chinese characters and Pinyin（Romanization）are presented side by side, also with conventional Chinese characters attached for reference. 2. 豐富多彩的練習，還原日常生活場景，活學活用。 Providing various communicative tasks simulating real world scenarios or situations. 3. 隨書附課文及詞彙錄音。 Providing full recordings of text and vocabulary. 4. 本書在大學已經使用多年，特別適合短訓班，學習者可以在比較短的時間內，基本掌握學校課堂、交通詢問、邀約、留言、飲食購物、簡短講演等方面的語言運用。 This textbook has been used

1. 以真實的情景話題編寫課文對話，讓讀者可以邊學邊用、活學活用。 2. 歸納活用詞彙，讓讀者輕鬆掌握高頻使用的粵語詞彙。 3. 詳解粵語語法結構、標註語用知識，讓讀者了解粵語語法框架和使用的特殊性。 《邊學邊用︰粵語聽說教材》是為非華語母語背景的學習者編寫的以粵語作為二語學習的系列教材。本書課本內容取材自生活場景，提供常用詞彙，並附上活學活用的練習，讓學習者能在日常生活中靈活使用粵語。 “Cantonese in Communication” is a series of textbooks designed for learners learning Cantonese as a second language. It targets to use daily language scenarios, useful vocabulary, lively conversations and exercise in a practical way. It is meant for learners with no Chinese background to use Cantonese in their daily life. 本書特色： 1. Features of this textbook:全書使用耶魯–羅馬標音系統標註粵語。 2. Widely-used Yale-Romanization system to transcribe Cantonese. 3. 本書分課時立設學習目標使學習者可以更高效率地增強粵語溝通能力。 Setting clear stage goals to improve oral proficiency. 4. 隨書附課文錄音，並提供大量的聽說練習。 Providing a variety of exercises for practicing speaking and listening skills, and full recordings of text and vocabulary. 5. 本書在大學已經使用多年，特別適合短訓班，學習者可以在比較短的時間內，基本掌握學校課堂、交通詢問、邀約、留言、飲食購物、簡短講演等方面的語言運用。 This textbook has been used for many yea

數字化是智能製造的基礎。本書是為了滿足智能製造對設計表達的數字化要求，根據現行的《技術製圖》和《機械製圖》國家標準編寫而成的。本書吸收高等職業教育工程製圖多年教學改革的經驗，對傳統教學內容進行了必要增減和優化整合，根據工作過程系統化和創新能力培養要求，將教學內容劃分為7章，分別是產品設計與表達、計算機繪圖、製圖基礎、機械製圖標準、常用機件及結構要素的表示、零件圖的識讀與繪製、裝配圖的識讀與繪製。本書以培養學生的讀圖能力、數字化表達能力和創新能力為目標，提供大量帶尺寸的立體圖，有利於將知識的學習和技能的訓練融為一體，實現學習和練習一體化、教材和習題集一體化，並通過在線開放課程網站提供補充習題，以滿足不同學生、不同學校的需要。Digitalization is the foundation of intelligent manufacturing. According to the current edition of Technical Drawings and Mechanical Drawings by national standard, this book aims to meet the digital requirements of intelligent manufacturing for design expression by utilizing experiences of higher vocational education educational reforms of Engineering Drawing. This book makes necessary adjustments and improvements to traditional teaching contents of mechanical drawing. To reflect and satisfy the requirements of systematic work process and innovative ability cultivation, this book divides its learning materials into seven chapters: product design and expression, computer graphi

The third edition of a bestseller, Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data is still the only book, to date, to distinguish betw

"Vector Models for Data-Parallel Computing "describes a model of parallelism that extends and formalizes the Data-Parallel model on which the Connection Machine and other supercomputers are based. It

Learn how today’s businesses can transform themselves by leveraging real-time data and advanced machine learning analytics. This book provides prescriptive guidance for architects and develo

This book is for students and researchers who have a specific interest in learningand memory and want to understand how computational models can be integrated into experimentalresearch on the hippocam

Focusing on methods for data that are ordered in time, this textbook provides a comprehensive guide to analyzing time series data using modern techniques from data science. It is specifically tailored to economics and finance applications, aiming to provide students with rigorous training. Chapters cover Bayesian approaches, nonparametric smoothing methods, machine learning, and continuous time econometrics. Theoretical and empirical exercises, concise summaries, bolded key terms, and illustrative examples are included throughout to reinforce key concepts and bolster understanding. Ancillary materials include an instructor's manual with solutions and additional exercises, PowerPoint lecture slides, and datasets. With its clear and accessible style, this textbook is an essential tool for advanced undergraduate and graduate students in economics, finance, and statistics.

Integrating Virtual and Traditional Learning in 6-12 Classrooms introduces a model of "layered literacies" as a framework for describing and illustrating how students’ digital experiences can inform e