Errors and Intelligence in Computer-Assisted Language Learning

Deploy deep learning applications into production across multiple platforms. You will work on computer vision applications that use the convolutional neural network (CNN) deep learning model and Pytho

DescriptionTrailblazer cultivates critical thinkers, readers, and writers and provides the language support they need to be ready to study subject-matter content in English. Trailblazing students take meaningful action beyond the classroom by developing the ability to shape their own answers to life’s big questions, and to view these questions through multiple perspectives.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer cultivates critical thinkers, readers, and writers and provides the language support they need to be ready to study subject-matter content in English. Trailblazing students take meaningful action beyond the classroom by developing the ability to shape their own answers to life’s big questions, and to view these questions through multiple perspectives.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer cultivates critical thinkers, readers, and writers and provides the language support they need to be ready to study subject-matter content in English. Trailblazing students take meaningful action beyond the classroom by developing the ability to shape their own answers to life’s big questions, and to view these questions through multiple perspectives.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

DescriptionTrailblazer cultivates critical thinkers, readers, and writers and provides the language support they need to be ready to study subject-matter content in English. Trailblazing students take meaningful action beyond the classroom by developing the ability to shape their own answers to life’s big questions, and to view these questions through multiple perspectives.A multiple literacy approach helps prepare students for meaningful real-world interaction.Authentic non-fiction, globally diverse fiction, and information presented through multi-media inputs prompt students to think critically and apply their language and skills to real-world contexts.The real-life stories of National Geographic Explorers inspire a new generation of trailblazing students to make a positive impact on their community.Assessment of English language skills and strategies helps instructors to track learning outcomes, and students to meet their learning goals, including success on international exams.Inte

A swoon-worthy romantic dramedy about finding love and reconnecting with your culture in the most surprising ways--now in paperback. Taiwanese American Catie Carlson has never fit in with her white family. As much as she loves her stepmom and stepsister, she yearns to understand more about her culture and find her biological mother. So Catie is shocked when an opportunity comes knocking on her door: Her summer spa coworker, Toby, says he'll teach her Mandarin. In exchange, she needs to teach him how to date so he can finally work up the courage to ask out his crush. The only problem is that Catie doesn't actually have any dating experience. But she can fake it. With her late father's copy of The Five Love Languages and all his annotated notes, Catie becomes the perfect dating coach. Or so she thinks. As she gets dangerously close to Toby and to finding out what really happened to her biological mom, she realizes that learning the language of love might be tougher than she thought. Stef

Federated Learning for the Metaverse: Applications in Virtual Environments provides readers with insights into how federated learning, a decentralized machine learning paradigm, can be strategically applied to address critical aspects of the metaverse. The book covers a wide range of topics, including privacy-preserving personalization, security, collaboration, adaptive learning environments, real-time communication, decentralized governance, language understanding, immersive learning experiences, avatar customization, and dynamic scene rendering.

Process-based therapy (PBT) is an approach to psychological assessment and treatment centered on processes of change in particular people in their unique context. A flexible framework, the PBT model allows for any practitioner of evidence-based therapy like CBT or ACT to use PBT to conceptualize clients and inform treatment planning and decisions, while retaining their own orientation's language and techniques. A Process-Based Approach to Psychotherapy: Principles for Practice provides a practical foundation for clinicians, including graduate students, who are interested in learning how to deliver PBT. The book teaches readers how to, within a process-based model, develop a functional case conceptualization, assess client progress throughout treatment, and plan and adjust treatment in response to how a client is doing. Avoiding in-depth discussion of theoretical concepts, the authors instead provide practical principles and actionable steps for doing PBT, including case examples and ex

基於概念探究的教學方法，結合國際文憑大學預科項目（IBDP 中文 B）五大學習主題，本套書設計了一系列豐富有趣的探究活動，旨在幫助學生深入理解各主題的核心概念、內容、文體及目的語文化。同時，本套書還根據 IB 的評估要求提供了實用且豐富的聽、說、讀、寫練習及答題思路，為學生在 IB 評估中取得成功保駕護航。本套書分上、下兩冊。The book presents a series of engaging and effective activities built around the inquiry-based approach, fully aligned with the five study themes of IB Chinese B. Designed to help students deepen their understanding of core concepts, content, text types, and the target language’s culture, it supports language learning across all key areas. It also offers comprehensive practice in listening, speaking, reading, and writing exercises, along with answer strategies according to the IB assessment requirements, ensuring students’ success in their IB assessments.

本書是大學英語拓展課程配套教材，涉及大數據、人工智能、5G、機器人、建築建造及生物醫藥等熱門主題，文章大多選自權威英文網站、科技期刊、博客等。全書共8個單元，分別為Big Data，Artificial Intelligence，5G，Robots，Building，Bridges，Biomedicine和Health。每單元設置Lead-in（主題導入），Read and Explore（主題閱讀）、Language Skills（語言技巧）和Applying What You Learn（學以致用）四大模塊。每個模塊後附習題。全書主題具有科學性，選文新穎，育人特色鮮明，習題題型豐富，有利於全方位培養學生的英語能力，可作為高等院校應用型本科科技英語的教材，也可供科技英語愛好者閱讀使用。

"AI expert Jerry Kaplan explains how generative AI will revolutionize virtually every human activity. Highly recommended." - Francis Fukuyama, Political scientist and author of The End of History and the Last Man Advances in Generative Artificial Intelligence (GAI) have created a new class of computer systems that exhibit astonishing proficiency on a wide variety of tasks with superhuman performance, producing novel text, images, music, and software by analyzing enormous collections of digitized information. Soon, these systems will provide expert medical care; offer legal advice; draft documents; write computer programs; tutor our children; and generate music and art. These advances will accelerate progress in science, art, and human knowledge, but they will also bring new dangers. Have we finally discovered the holy grail of AI - machines that match or exceed human intelligence? Which industries and professions will thrive, and which will wither? What risks and dangers will it pose?

A hands-on, code-based guide to leveraging Julia in a variety of scientific and data-driven scenarios Key Features: Augment your basic computing skills with an in-depth introduction to JuliaFocus on topic-based approaches to scientific problems and visualisationBuild on prior knowledge of programming languages such as Python, R, or C/C++Purchase of the print or Kindle book includes a free PDF eBook Book Description: Julia is a well-constructed programming language which was designed for fast execution speed by using just-in-time LLVM compilation techniques, thus eliminating the classic problem of performing analysis in one language and translating it for performance in a second.This book is a primer on Julia's approach to a wide variety of topics such as scientific computing, statistics, machine learning, simulation, graphics, and distributed computing.Starting off with a refresher on installing and running Julia on different platforms, you'll quickly get to grips with the core concept

Superpack with download: A 660-page book with 100 lessons, 4 audio CDs and 1 MP3 audio download with 1,977 files lasting 3 hrs German course for English speakersGerman is the official language of Germany, as well as six other European countries: Austria, Belgium, Italy, Liechtenstein, Luxembourg and Switzerland. Close to Dutch, German stands out for its grammar with its declination system. This course teaches beginners to converse in German within six to eight months, while learning about the customs of a country whose economy drives that of the entire European community. From the impregnation phase to the active phase, working for 20 to 30 minutes every day, you can acquire vocabulary, grammar and syntax, i.e. all the basic knowledge you need to communicate!The recordings include all the texts in German for each lesson and the translation exercises from the book. These progressively more challenging texts have been recorded by professional native speakers. - Lively, useful dialogue- C

本套繪本故事系列共包括13個故事，適合有中文背景的海外家庭和開設中文的海外幼兒園一起跟小朋友閱讀、識字、講故事。該系列主題均與學齡前小朋友的生活密切相關，主題涉及教室、顏色、數字、水果、食物、動物、家庭、身體部位、形狀、星期、天氣和交通工具。讓小朋友在中文閱讀中逐漸養成良好的習慣，建立優秀的品德。每個故事前面一些簡單的小問題讓小朋友們帶著問題進入故事，更好地理解故事、融入故事。每個故事結束後附有生詞表讓小朋友記住一些簡單的常用漢字。每個故事都有英文翻譯和漢語拼音，方便不同年齡的小朋友閱讀。 Centered around the Chinese-learning experiences of David, a naughty six-year-old boy, this cartoon book series features 13 stories. The books are suitable for kids from overseas families with a Chinese language background and kindergartens offering Chinese courses, as parents and teachers can help them recognize characters and read stories.All themes in the series are closely related to the life of pre-school children, which cover the classroom, colors, numbers, fruits, food, animals, family, body parts, shapes, days of the week, weather, and means of transportation. We hope that through reading the Chinese language, they can form good habits and moral character.A few simple questions are set for the kids before they read each story, so that

ABOUT ENGLISH FOR EVERYONE JUNIOR FIRST WORDS FLASH CARDSA set of 100 beautifully illustrated flash cards, with accompanying audio, for children learning to read and speak English. Make learning new vocabulary fun with these beautifully illustrated flash cards. Introducing 100 essential first words with accompanying audio, these cards are perfect for children beginning to learn English as a second language. English for Everyone Junior: My First English Words Flash Cards have been designed for children who are starting to read and speak English. Each beautifully illustrated card features an essential first word and an image on one side. On the reverse, just the image is shown so children can test their knowledge. All of the 100 words featured in the pack are required as part of the Cambridge Assessment English Starters exam, and audio for every word is available online and via a handy app so young learners can listen again and again to perfect their pronunciation. Five

ABOUT ENGLISH FOR EVERYONE JUNIOR ENGLISH ALPHABET FLASH CARDSDesigned for children learning to read and speak English, this pack of flash cards introduces the alphabet and 52 essential first words through images and audio. Make learning the English alphabet fun with this beautifully illustrated pack of 52 flash cards. With lively accompanying audio, finger-tracing patterns, and fun ideas for games and activities, these flash cards are perfect for children beginning to learn English as a second language. English for Everyone Junior: English Alphabet Flash Cards have been designed for children who are starting to read and speak English. Each beautifully illustrated card introduces the upper and lowercase letters of the alphabet and an essential first word. Audio for all the letters and words featured in the pack is available online and via a handy app so young learners can memorize the sound of the letters and perfect their pronunciation. On one side of the card, both th

From the award-winning author of Parable of the Sower After the near-extinction of humanity, one young man with extraordinary gifts will either help the human race rebuild its future . . . or doom it to self-destruction. In the future, nuclear war has destroyed nearly all humankind. An alien race intervenes, saving the small group of survivors from certain death. But their salvation comes at a cost. The Oankali are able to read and mutate genetic code, and they use these skills for their own survival, interbreeding with new species to constantly adapt and evolve. They value the intelligence they see in humankind but also know that the species -- rigidly bound to destructive social hierarchies -- is destined for failure. They are determined that the only way forward is for the two races to produce a new hybrid species -- and they will not tolerate rebellion. Akin looks like an ordinary human child. But as the first true human-alien hybrid, he is born understanding language, then starts

This book provides a comprehensive foundation of machine learning. To answer the questions of what to learn, how to learn, what to get from learning, and how to evaluate, as well as what is meant by learning, the book focuses on the fundamental basics of machine learning, its methodology, theory, algorithms, and evaluations, together with some philosophical thinking on comparison between machine learning and human learning for machinery intelligence.The book is organized as follows: Introduction (Chapter 1), Evaluation (Chapter 2), Supervised learning (Chapters 3, 4, and 5), Unsupervised learning (Chapter 6), Representation learning (Chapter 7), Problem decomposition (Chapter 8), Ensemble learning (Chapter 9), Deep learning (Chapter 10), Application (Chapter 11), and Challenges (Chapter 12).The book can be used as a textbook for college, undergraduate, graduate and PhD students majored in computer science, automation, electronic engineering, communication, ect. It can also be used as

Many machine learning algorithms require real-valued feature vectors of data instances as inputs. By projecting data into vector spaces, representation learning techniques have achieved promising performance in many areas such as computer vision and natural language processing. There is also a need to learn representations for discrete relational data, namely networks or graphs. Network Embedding (NE) aims at learning vector representations for each node or vertex in a network to encode the topologic structure. Due to its convincing performance and efficiency, NE has been widely applied in many network applications such as node classification and link prediction.This book provides a comprehensive introduction to the basic concepts, models, and applications of network representation learning (NRL). The book starts with an introduction to the background and rising of network embeddings as a general overview for readers. Then it introduces the development of NE techniques by presenting se

The world of machine learning is changing all the time. It is so amazing the idea that we are able to take a computer and let it learn as it goes. Without having to write out all of the codes that we need for every situation out there or every input that the user may pick, we are able to write out codes in machine learning, even with Python, in order to let the computer or device learn and make decisions on its own.This guidebook is going to take a closer look at how Python machine learning is able to work, as well as how you can use some of the tools and techniques that come with this process for your own needs. When you are interested in learning more about what machine learning is all about, as well as how you can use a part of the coding from Python inside of this process, then this guidebook is the tool for you Some of the topics that we will explore when we go through this guidebook will include: Understanding some of the basics of machine learning;Some of the different parts tha

Beautiful illustrations provide kids with information on the adaptations that help plants surviveHow do you survive when danger is near, and you're rooted in the ground? Plants use their natural defenses and fight back!From the prickly desert cactus to acacia trees that "hire" ant guards, plants find creative ways to stay alive all over the world. As readers turn the pages of this stunningly illustrated book, they'll discover fun and poetic language describing every potentially perilous plant predicament. Informative, science-based lessons about these plants and their survival methods are included. Back matter perfect for extended learning features a glossary and a STEM challenge activity—great for home or the classroom!

If you want to ensure a bright future for your child thank to coding, then keep reading...Hey you, father or mother that are reading these lines, let me introduce myself. I'm Raymond Deep, expert programmer since 1999 and father of two wonderful kids.Do you know that the median annual wage for computer programmers was $86,550 in 2019? I want, like you, give a chance to my childs and, you know, coding is the skill that each one wants on the market.Children want to have fun and I was looking for, without ever being satisfied, a product that would explain step by step, without the intervention of a parent and in a funny way, how to start writing the first line of code.Searching on internet, I discovered an image-based programming language that is perfect for kids to learn the logic of programming, how a programmer has to think: SCRATCH 3.This language/tool is fantastic and, because I'm an experienced programmer, I saw the big potential and I started to study all details and features of th

This is a Chinese English bilingual / dual language children's book for beginners and kids, designed for kids learning English or Chinese as their second language. A free audio recording is included.Ge Ge (Big Brother) and Di Di (Little Brother) have an unexpected visitor! Join them on their adventures around the house with Elephant. Along the way, your child will learn everyday dialog and household vocabulary.Each word is written in traditional Chinese characters, Pinyin and English.Key characters are color-coded to their translations.Vocabulary lists allow parents and children to point-and-name items on the page together.

The eleven essays in this book cover a wide range of topics from the role of 'interlanguage' and the influence of external factors on the process of language learning, to the development of syntax and

Learning to code has never been easier than with this innovative visual guide to computer programming for beginners.Coding skills are in high demand and the need for programmers is still growing. Howe

Welcome to SpringboardSome books on practical English cover only the formal side of business language, while others simply focus on casual everyday conversation. Springboard combines both styles to offer a comprehensive, well-rounded approach to learning how to use English naturally in a business environment.Springboard is split into two books that allow learners to immerse themselves in English material appropriate to their fluency level. Each unit utilizes a wide variety of methods to help learners progress. These include activities aimed at boosting learners’ listening, reading, writing, vocabulary, grammar and confidence in interacting with others. The books get progressively more difficult with the introduction of new grammar points, vocabulary and business English tips in each unit.Springboard assists learners in learning how to interact in a variety of real-world business environments. Units such as Coffee Break, Social Media, Downtime Fun and Let’s Party remind learners that so