Graphical Models for Machine Learning and Digital Communication

"This book identifies the role of digital technology in personalized learning, brings together research in personalized learning with a focus on cognitive, affective and metacogntive functionality of

Learning to spell really can be fun, especially when you have an amazing Spelling Machine, a 2-book series for preschoolers ages 4-6 to learn spelling and start to read. Within each scene there are five objects to find and learn to spell. Flip out your magical spelling machine contained inside the book, dial in the letters of each word and lift the flap to check your answer!※無音檔英文學習遊戲書有了spelling machine的神奇轉盤，拼單字，也可以變得超級有趣！全新包裝，內容再升級知名親子叢書作家廖彩杏推薦：“ Spelling Machine：Make Spelling Fun！”是一本寓教於樂的遊戲書，讓孩子從小小的拼字遊戲，得到樂趣。本套書以「度假」為主題，分6大場景，共收錄30個常用英文單字。在不同場景，小朋友要先動手動眼，找一找不同物件在哪裡？並學會認識這些物件的英文，學會認字後，用前方的轉盤練習拼字。剛開始認字、學習自然發音的小讀者，都能從遊戲中開心學習！ 【玩法說明】1.第一步，先把紅圈順時針轉到「start」處。2.假設今天要讓孩子熟悉crab的拼法，就先大聲念出crab，讓孩子聽聽看，這個單字，是由哪些字母所組成的。3.現在要拼出crab，就把第一個字母c，順時針轉到start處。4.再把第二個字母r，撥到start處，接下來的字母以此類推。5.最後.恭喜，完成了！請孩子打開翻頁機關確認答案，看到「crab」了嗎？ 是不是好像變魔術一樣，好神奇呢？拼字，也可以這麼有趣！

An interdisciplinary, cross-cultural collection that decenters familiar narratives to provide a fresh perspective on what artificial intelligence is today, and what it might become.Historians, media theorists, science-fiction writers, philosophers, and artists from China and elsewhere reexamine the nation’s intense engagement with AI, moving beyond the clichés that still dominate contemporary debate.Today, visions of the contested future of AI veer between common planetary goals and a new Cold War, as culturally-specific models of intelligence, speculative traditions, and thought experiments come up against the emergence of novel forms of cognition that cannot be reduced to any historical cultural tradition.This uniquely positioned volume provides expert insight into this tension, using China as a touchstone for rethinking "artificiality" and "intelligence" as sites of difference in a way that is already present in the difficulty of precisely translating the Chinese term 人工智能. Tracking

Asian Celebrity Cultures in the Digital Age represents the first comprehensive study on the transformations of celebrity cultures in increasingly globalised and digitalised Asian societies. It discusses relations between Asian celebrities and digital media across emerging phenomena in celebrity practices, cultures, politics, fandom, and economies. Highlighting original case studies from prominent Asian societies, including India, China, Hong Kong, the Philippines, Singapore, Vietnam, Indonesia, Thailand, South Korea, and Japan, this book sheds much-needed light on the de-Westernisation and internationalisation of celebrity studies and is essential reading for scholars and students in celebrity, fandom, digital media and communication, and cultural studies.

Help usher in a new era of student assessmentThis empowering guide revolutionizes the assessment process by putting students at the center. Dive into practical strategies and best practices for fostering social and emotional learning (SEL) competencies through student-centered assessments and discover how you can transform classrooms into inclusive spaces where learning thrives. Inside you′ll findHumanistic assessing practices to integrate into everyday teaching and learningBest practices for designing and implementing savvy SEL assessmentsWays to develop a classroom that is student empowered and culturally relevantRubrics, portfolios, and digital tools that demonstrate students' competencies and knowledge through an SEL lensExplore dozens of practical examples, case studies, and field-tested activities that support research-based teaching and learning across the curriculum. Assessing Through the Lens of Social and Emotional Learning inspires educators to move beyond traditional testin

A proposal that we think about digital technologies such as machine learning not in terms of artificial intelligence but as artificial communication.Algorithms that work with deep learning and big data are getting so much better at doing so many things that it makes us uncomfortable. How can a device know what our favorite songs are, or what we should write in an email? Have machines become too smart? In Artificial Communication, Elena Esposito argues that drawing this sort of analogy between algorithms and human intelligence is misleading. If machines contribute to social intelligence, it will not be because they have learned how to think like us but because we have learned how to communicate with them. Esposito proposes that we think of “smart” machines not in terms of artificial intelligence but in terms of artificial communication.To do this, we need a concept of communication that can take into account the possibility that a communication partner may be not a human being but an al

The strongest Avenger teams up with two up-and-coming heroes on an internet-breaking adventure Can they pull the plug on evil? First, Captain Marvel joins Gwen Stacy, aka Ghost-Spider, on a web-based adventure Things get APP-rehenzive when a new craze--ClikClok--sweeps the city, and the Mad Thinker and the Awesome Android plan to use it for their own nefarious scheme Then, just as Carol is recovering from one mission, she starts another--without even knowing it When technical difficulties bring her face to face with her digital doppelg nger, she'll need some help from the Unbeatable Squirrel Girl to save the day Collects Marvel Action: Captain Marvel Vol. Two, issues #1-5, from writer Sam Maggs (The Unstoppable Wasp, My Little Pony/Transformers) and artists Sweeney Boo (Eat, and Love Yourself) and new talent Isabel Escalante

This volume gives language teachers, software designers, and researchers who wish to use technology in second or foreign language education the information they need to absorb what has been achieved so far and to make sense of it. It is designed to enable the kind of critical reading of a substantial literature that leads to a balanced and detailed knowledge of the field. Chapter by chapter, the book builds, through description, analysis, examples, and discussion, a detailed picture of modern CALL.In this book, the label “CALL” is interpreted broadly to include technology-enhanced language learning, Web-enhanced language learning, and information and communication technologies for language learning. The work is distinguished by its attention to a range of languages rather than just English.The authors first set the scene and introduce major areas of interest and growth in CALL, and then look in depth at seven important dimensions: design, evaluation, computer-mediated communication, th

The thoroughly revised Study Guide is based on new assessment principles.A Concept Map gives students a tour of each chapter; Learning Objectives and self-tests are also included. Exercises include quizzes in various question formats (with answer key), graphical concept models, key terms, and Critical Thinking questions based on the Critical Thinking Skills in the text.

《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 The Course Feature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。

A bold reinterpretation of economics and history revealing why technology does not inevitably lead to shared prosperity, and how we must redirect innovation in the age of AI to benefit all. A thousand years of history and contemporary evidence make it clear that progress depends on the choices we make about technology. New ways of organizing production and communication can either serve the narrow interests of an elite or become the foundation for widespread prosperity. At no point has this been truer than the crossroads we face today. The transformation of work by digital technologies and AI could make life better for most people, or possibly much worse - depending on the economic, social, and political choices we make. Through powerful, illuminating examples, Daron Acemoglu and Simon Johnson fundamentally change how we see the world. The wealth generated by technological improvements in agriculture during the European Middle Ages was captured by the nobility and used to build grand c

《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 The Course Feature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。

The Cosmic Adventures of Astrid and Stella Star Struck! (the Cosmic Adventures of Astrid and Stella Book #2)Get Outer My Space! (the Cosmic Adventures of Astrid and Stella Book #3)BESTSELLING TEAM: Sabrina and Eunice Moyle are the team behind Hello!Lucky. Their books have sold nearly 1.5 million copies across formats, and they boast nearly 78,000 followers on Instagram.HIGH-DEMAND FORMAT: Graphic novels for emerging readers are an in-demand category that’s only growing. With three easily digestible stories per book, this new series is sure to satisfy.EVERGREEN THEMES: Friendship, consent, teamwork, communication, and more make an appearance in the pages of this latest outing from the social-emotional learning pros behind Hello!Lucky.Blast off with Astrid & Stella in Get Outer My Space, the third book in the full-color young readers graphic novel series from the bestselling creators of Hello!Lucky, Sabrina and Eunice Moyle, and perfect for fans of Narwhal and Jelly.

IntroductionWelcome to Your Turn to Speak. This is a perfect book for adult learners whose English proficiency is at the elementary stage to improve their oral communication abilities and confidence in speaking English. Your Turn to Speak aims at helping learners to become effective users of high frequency/situational language pertaining to their life experiences. Users of this book will be able to apply the selected vocabulary words and master speaking skills with references to the corpus “Oxford 3000” and CEFR A1 and A2 Levels.Your Turn to Speak is competence-oriented and organized spirally, from easy to more challenging practices wherein vocabulary words and sentence patterns are recycled. In each of the 12 units, learners will develop learning skills, think critically, learn vocabulary and sentence patterns collaboratively, duplicate conversations, speak with confidence, and master real-life skills. Here is what each unit contains:Skill focus – Each unit presents one learning skill

Six Features of the Textbooks1. This textbook series is based on results from action research done by experienced Mandarin Chinese instructors affiliated with U.S. universities and colleges. 2. Eight thematic units run through two volumes of textbooks, covering personal, communitial, societal issues and learning tasks.3. The design of learning tasks and assessment activities aligns with ACTFL’s proficiency benchmarks, three modes of communication, and 5C principles.4. The selection of grammar and vocabulary aligns with the guidelines by HSK and Chinese Language Proficiency Test, with cross-strait differences clearly marked and listed. 5. This textbook series is designed for people from all walks of life and college students to meet the various needs and interests of adult learners. 6. Learners will develop intermediate level oral proficiency, while establishing listening and reading strategies, and eventually become independent learners of Mandarin Chinese. 本教材六大特點1. 本教材為北美一線中文教師行動研究成果

Imagine learning to leap, roar, swim, or fly for the first time.Born to Be Wild explores the vast complexities of growing up in the animal kingdom, where everything feels like new. This book goes where no other has to delve into the countless ways baby animals survive in the wild. Alongside gorgeous photographs of baby bears, lions and tigers, marsupials, birds, and marine mammals, it charts the stages from dependency to independence, and looks at why some animals cling to their mothers for many months, while others must learn to run almost as soon as they are born.Informative step-by-step features focus on particular stages of learning, such as how a lion cub learns to hunt. This book focuses on key themes in a young animal’s life: birth and the very first days of life, learning to hunt and feed, senses and communication, habitat and adaptation, and playtime. Full of beautiful pictures and fascinating science, Born to Be Wild reveals the mysteries of how young creatures survive in an

內容介紹: 別再傻傻只選一個模型訓練很多模型，卻不知道應該選哪一個？沒有一個模型達標？每個模型都有其優缺點，無法取捨？小朋友才做選擇，大人全都要！你該試試集成式學習！集成式學習是使用 2 種或更多的機器學習演算法，來組合出預測能力更好的模型。DeepMind 已經使用集成式學習來組合多個神經網路，控制 Google 資料中心的運作效能；集成式學習技術也在 Kaggle 平台上，席捲了各個競賽的第一名寶座。因此，集成式學習是建立出更具威力的模型，不可或缺的技術之一。本書會介紹實務上常見的集成式學習演算法，如硬投票、軟投票、堆疊法、自助聚合法、適應提升法、梯度提升法、隨機森林、極端隨機樹等，並且使用熱門的 scikit-learn、Keras、OpenEnsembles、XGBoost 等 Python 函式庫來實作各種不同的集成式學習技術，建構出一個強大的模型。熟稔本書的內容後，不但可以精通集成式學習，在實際情境中面對問題時，亦能具備充分的專業知識判斷適用的集成式學習方法，並成功實作它們。書中採用「做中學」的方式，讓你不僅可以快速掌握理論基礎，也能了解各種集成式學習技術的實作，再加上運用真實世界中的資料集，你將能夠建立出更佳的機器學習模型，以解決各種問題，包含迴歸、分類、分群。現在翻開本書，讓我們一起進入集成式學習的世界，整合你所會的全部技術，打造最強大的模型。 本書特色: ● 繁體中文第 1 本集成式學習專書，告訴你不要再傻傻地只選一個模型● 完整介紹集成式學習中常見的演算法，包含極端隨機樹、堆疊法、自助聚合法、提升法等● 一書掌握實作集成式學習的必備套件，如 Scikit-Learn、OpenEnsembles、XGBoost 等● 用 Python 刻演算法給你看，接著告訴你怎麼用套件。讓你不只會做，還懂為什麼這麼做● 以 5 個實務案例來展示集成式學習的威力● 本書由施威銘研究室監修，內容易讀易懂，並加入大量「小編補充」補充必要知識● 本書 Python 範例程式免費下載

Layla and the Bots' newest invention is going to make a big SPLASH!Pick a book. Grow a Reader!This series is part of Scholastic's early chapter book line Branches, aimed at newly independent readers. With easy-to-read text, high-interest content, fast-paced plots, and illustrations on every page, these books will boost reading confidence and stamina. Branches books help readers grow!Layla and the Bots are so excited to meet the animals at the Surfside Rescue Center! They meet a sea turtle, a sea lion, and a dolphin named Splash, who needs their help. Splash won’t eat unless there is music playing... but he likes to pick his own music! Can Layla and the Bots build a music machine that will do the job? With full-color artwork on every page, speech bubbles throughout, and a fun DIY activity that’s perfect for at-home learning, this early chapter book series brings kid-friendly STEAM topics to young readers!

Layla and the Bots' newest invention is going to make a big SPLASH Pick a book. Grow a Reader This series is part of Scholastic's early chapter book line Branches, aimed at newly independent readers. With easy-to-read text, high-interest content, fast-paced plots, and illustrations on every page, these books will boost reading confidence and stamina. Branches books help readers grow Layla and the Bots are so excited to meet the animals at the Surfside Rescue Center They meet a sea turtle, a sea lion, and a dolphin named Splash, who needs their help. Splash won't eat unless there is music playing... but he likes to pick his own music Can Layla and the Bots build a music machine that will do the job? With full-color artwork on every page, speech bubbles throughout, and a fun DIY activity that's perfect for at-home learning, this early chapter book series brings kid-friendly STEAM topics to young readers

鑑於印度大學目前使用的華語教材相當老舊，且與印度的國情與文化有極大差距，故印度臺灣華語教育中心決議為印度學習者編寫一套國別化華語教材。本書以幽默有趣的故事、文化對比的角度介紹臺灣和印度的文化特色。主要學習對象為在印度大學學習華語第二年、華語程度A2 - B1的印度學生，以文化比較與語言學習為主軸，設計在地化的教材。每一課分為七部分：課程目標及課文屬性、課文對話、短文、生詞、語法、跨文化延伸和語言任務。希望此書在印度華語教材和臺印文化交流上扮演領頭羊角色，期盼拋磚引玉，能專門為在印度學習華語的學習者編寫更多元、更適性的華語教材。Given that the Mandarin textbooks currently used by Indian universities are pretty outdated, bearing a large gap with the Indian culture and condition of the nation, TEC has been proactive in advancing pedagogies and teaching materials. Incredible Mandarin is targeted at students learning Mandarin Chinese for the second year at Indian universities or those with Chinese skills between CEFR A2 and B1 levels. This book is designed with localized content aiming at cultural comparison and language learning for communication. The ten lessons are threaded by an interesting story, introducing cultural highlights of Taiwan and India through cross-culture comparison. Each lesson is divided into seven parts: Lesson Objectives and Topic

If your goal is not just to sell digital products, but to become a world-changing global teacher, the Course Design Formula will help you get there. You will build your course better, faster, and more effectively than others who are not using a research-based instructional design process.The guidance you'll receive in this book will make your online course creation process fast, fun, effective, and simple to apply to your specific content and target audience.2020 INDIE BOOK AWARD FINALIST (EDUCATION)14th ANNUAL NATIONAL INDIE EXCELLENCE AWARDS FINALIST (EDUCATION)2020 INTERNATIONAL BOOK AWARDS FINALIST (EDUCATIOCADEMIC)This book introduces and explains the Course Design Formula, a research-based instructional design process that promotes excellence in online course development. Integrating best practices from cognitive psychology, instructional design, learning theory, information processing theory, and more, the formula helps you create high-quality learning journeys for your onlin

A stylish and beautifully illustrated picture book with flaps to encourage learning how to tell the time. Children will have fun learning about analogue and digital time telling. A key skill for child

The go-to program for developing a sound grasp of NorwegianComplete Norwegian with Two Audio CDs provides a clear and comprehensive approach to Norwegian, designed for anyone who wants reach an intermediate level in all four skills—reading, writing, listening and speaking.This unique program allows you to master Norwegian at your own pace through authentic conversations, detailed language and grammar explanations, and extensive practice and review. You will learn what you want to say and when to say it—everything from giving opinions to planning events. With our interactive Discovery Method, you will absorb language rules faster, remember what you learn more easily, and put your Norwegian into use with confidence.Includes tips to help with pronunciation and grammar Comprehensive program to reading, writing, listening and speaking, providing guidance from beginner through intermediate levelAudio CDs contain numerous audio dialogues that provide practical communication models

A bright and engaging first information book about farms, specially designed for children learning to read.FARM unlocks a free 16-page digital companion book, FARM FUN, offering even more information,

The classic business communication guide'updated for smart phones, social media, and other digital platformsCommunicate clearly, tactfully, and confidently in any situation, including:Being persuasive

Are you looking for a complete course in Malay (Bahasa Malaysia) which takes you effortlessly from beginner to confident speaker? Whether you are starting from scratch, or are just out of practice, Complete Malay (Bahasa Malaysia) will guarantee success!Now fully updated to make your language learning experience fun and interactive. You can still rely on the benefits of a top language teacher and our years of teaching experience, but now with added learning features within the course and online. The course is structured in thematic units and the emphasis is placed on communication, so that you effortlessly progress from introducing yourself and dealing with everyday situations, to using the phone and talking about work. By the end of this course, you will be at Level B2 of the Common European Framework for Languages(CEFR) and from Novice-Low to Advanced-Mid level of the American Council on the Teaching of Foreign Languages(ACTFL): Can interact with a degree of fluency and spontaneity t

Fast answers for busy readers responsible for ensuring great customer service. Delivering top-of-the-line customer service is Job #1 for most companies, an important factor in keeping profits high and customers coming back. Customer service problems can damage not just a company's reputation but its bottom line, so for busy managers -- and business owners with little time to search for solutions -- some fast help is needed. Award-Winning Customer Service offers scores of quick tips for readers looking to improve and then maintain their company's level of customer service. The book is chock full of practical advice on important topics such as: * planning and goal setting * effective communication * leadership * preparing for change * continual learning * coaching and development * effective feedback * motivational and problem-solving meetings * conflict resolution * follow-up and staying on top of the game * and more. Containing 101 effective tips in all, unique ""When this happens, try

Packed with hands-on applications, Babbie's THE PRACTICE OF SOCIAL RESEARCH, 15th Edition, equips your students with the tools they need to practically apply research concepts as both researchers and consumers. Known as the "gold standard" for research methods, the text delivers a comprehensive, straightforward introduction to the field of research as practiced by social scientists. Dr. Babbie emphasizes the research process by showing students how to design and construct projects, introducing the various observation modes in use today. The new edition includes "What do you think?" puzzles that immediately draw students into chapter concepts. General Social Survey data is updated throughout while new coverage includes the global use of social research, the emerging role of big data, demographic analysis and more. Also available: MindTap digital learning solution.