Natural Language Annotation for Machine Learning

Give your toddler a strong social emotional foundation for early learning with this charming introduction to nine familiar emotions. My First Brain Quest: Feelings introduces babies and toddlers to nine core emotions--happy, sad, scared, excited, angry, shy, proud, surprised, and calm--to help develop essential emotional literacy skills, promote social and emotional health, and set a strong foundation for early learning. Each brightly illustrated spread features an emotion in context, spotlighting facial expressions, body language, and social situations. Brain Quest's signature question-and-answer format encourages self-reflection and gives young readers the opportunity to practice talking about their feelings.

風險建模演算法 「Abdullah Karasan成功展現了在金融風險管理領域中使用機器學習的能力，這是對任何金融機構都攸關重要的功能。」 ―Yves J. Hilpisch博士 The Python Quants與The AI Machine創辦人及總裁 「如果您需要將統計和機器學習方法應用在金融風險分析的入門指南，那麼這是一個很好的起點。」 ―Graham L. Giller 《Adventures in Financial Data Science》作者 金融風險管理在人工智慧的幫助下發展迅速。透過這本實用指南，開發人員、程式設計師、工程師、金融分析師、風險分析師及定量和演算法分析師，將可以機器學習和深度學習模型進行金融風險評估。建立基於人工智慧的財務建模實務技能後，您將學習要如何運用機器學習模型來取代傳統的金融風險模型。 作者Abdullah Karasan幫助您探索金融風險建模背後的理論，再深入研究使用Python運用機器學習模型以對金融風險進行建模的實際方法。 有了這本書，您將可以： ‧回顧經典的時間序列應用並將其與深度學習模型進行比較 ‧使用支撐向量迴歸、神經網路和深度學習來探索波動率模型以衡量風險程度 ‧使用機器學習技術來改善市場風險模型(VaR和ES)，並包括了流動性維度 ‧使用分群和貝氏方法來進行信用風險分析 ‧使用高斯混合模型和關聯結構模型來捕捉流動性風險的不同面向 ‧使用機器學習模型來進行詐欺偵測 ‧使用機器學習模型來預測股價崩盤並識別其決定因素

It’s fun to be smart! Now updated with a technology section, these illustration-based card decks will make learning exciting for first graders everywhere.Loved by kids and teacher approved, and featuring hundreds of questions based on reading, math, language arts, science, and more to reinforce classroom learning with a fun, fast-paced game.Brain Quest 1st Grade Smart Cards helps kids aged 6 – 7 to learn core classroom subjects in a smart, entertaining, and engaging way. It’s a Q&A game that first graders can play with friends, family, or against the clock to test their knowledge. Smart cards feature hundreds of questions with answers to help kids know exactly what they need to know, when they need to know it.Featuring:Two full-color Q&A decks in a reusable flip-top storage box750 questions and answers covering reading, math, language arts, and moreWhat’s New?Technology questions that cover computer science, coding, and technologyUpdated content with new and revised questions t

It’s fun to be smart! These two illustration-based card decks are packed with early learning questions that promote language development, cognitive growth, and social skills for fifth graders.Loved by kids, teacher approved, and trusted by parents, Brain Quest For Twos question-and-answer cards help children explore and talk about daily routines, seasonal activities, and outings as they identify objects, shapes, colors, and more! In a set of two decks, Brain Quest For Twos features hundreds of questions to help kids learn exactly what they need to know, when they need to know it.Featuring:Two full-color Q&A decks in a reusable flip-top storage boxA parent guide to help maximize the learning and funOver 300 questions covering colors, counting, object identification, shapes, and moreWhat’s New?New content: Twenty-two brand-new cards added!Technology questions: Introduce children to the basics of computers and technologyExpanded social and emotional learning: Explores feelings and int

It’s fun to be smart! These two illustration-based card decks are packed with early learning questions that promote language development, cognitive growth, and social skills for fifth graders.Loved by kids, teacher approved, and trusted by parents, Brain Quest For Threes question-and-answer cards help children explore and learn about the alphabet, counting, recognizing shapes, comparing and matching, and more! In a set of two decks, Brain Quest For Threes features hundreds of questions to help kids learn exactly what they need to know, when they need to know it.Featuring:Two full-color Q&A decks in a reusable flip-top storage boxA parent guide to help maximize the learning and fun300 questions that set the foundation for pre-school learningWhat’s New?Technology questions: Introduce children to the basics of computers and technologyExpanded social and emotional learning: Explores feelings and interactions with peersUpdated content: Fresh and relevant to today’s familiesBrain Quest d

It’s fun to be smart! Now updated with a technology section, these illustration-based card decks will make learning exciting for second graders everywhere. Loved by kids and teacher approved, and featuring hundreds of questions based on math, language arts, science, social studies, and more to reinforce classroom learning with a fun, fast-paced game.Brain Quest 2nd Grade Smart Cards helps kids aged 7 – 8 to learn core classroom subjects in a smart, entertaining, and engaging way. It’s a Q&A game that second graders can play with friends, family, or against the clock to test their knowledge. Smart cards feature hundreds of questions with answers to help kids know exactly what they need to know, when they need to know it.Featuring:Two full-color Q&A decks in a reusable flip-top storage box1,000 questions and answers covering math, language arts, science, and moreWhat’s New?Technology questions that cover computer science, coding, and technologyUpdated content with new and re

It’s fun to be smart! Now updated with a technology section, these illustration-based card decks will make learning exciting for third graders everywhere.​Brain Quest 3rd Grade Smart Cards helps kids aged 8 – 9 to learn core classroom subjects in a smart, entertaining, and engaging way. It’s a Q&A game that third graders can play with friends, family, or against the clock to test their knowledge. Smart cards feature hundreds of questions with answers to help kids know exactly what they need to know, when they need to know it.Featuring:Two full-color Q&A decks in a reusable flip-top storage box1,000 questions and answers covering math, language arts, science, and moreWhat’s New?Technology questions that cover computer science, coding, and technologyUpdated content new and revised questions that include recent key cultural and historic eventsRevised historical content with a focus on balance, diversity, and conscious languageBrain Quest decks are:Aligned with common core state st

It’s fun to be smart! Packed with early learning questions that promote language development, cognitive growth, and social skills, these illustration-based card decks are the key to making Pre-K fun.Loved by kids, teacher approved, and trusted by parents, Brain Quest Pre-Kindergarten question-and-answer cards help children explore and learn about phonics, word study, counting, matching, sequencing, and more! In a set of two decks, Brain Quest Pre-Kindergarten features hundreds of questions to help kids learn exactly what they need to know, when they need to know it.Featuring:Two full-color Q&A decks in a reusable flip-top storage boxA parent guide to help maximize the learning and fun300 questions that set the foundation for learningWhat’s New?Technology questions: Introduce children to the basics of computers and technologyExpanded social and emotional learning: Explores feelings and interactions with peersUpdated content: Fresh and relevant to today’s familiesBrain Quest decks ar

From hundreds of curriculum-based activities, exercises, and games in every subject to a new technology section, progress map, and stickers, discover the ultimate fourth grade workbook from America's #1 educational bestseller. Loved by kids, teacher approved, and trusted by parents, Brain Quest Grade 4 Workbook reviews and reinforces what children are learning in the classroom in an instantly engaging, entertaining way. Each page is jam packed with fun activities, practice exercises, and games covering vocabulary, language arts, math word problems, multiplication and division, fractions and decimals, geometry and measurement social studies, science, and much more. What's New?Technology section Introduces children to computer science, coding, and logic Updated content Activities and illustrations are revised to reflect the diversity of children, their families, and experiences Support for parents and children Section openers preview upcoming content and provide directions and suggestion

From hundreds of curriculum-based activities, exercises, and games in every subject to a new technology section, progress map, and stickers, discover the ultimate fifth grade workbook from America's #1 educational bestseller. Loved by kids, teacher approved, and trusted by parents, Brain Quest Grade 5 Workbook reviews and reinforces what children are learning in the classroom in an instantly engaging, entertaining way. Each page is jam packed with fun activities, practice exercises, and games covering vocabulary, language arts, math word problems, multiplication and division, fractions and decimals, geometry and measurement, social studies, science, and much more. What's New?Technology section Introduces children to computer science, coding, and logic Updated content Activities and illustrations are revised to reflect the diversity of children, their families, and experiences Support for parents and children Section openers preview upcoming content and provide directions and suggestion

DON'T LET SUMMER VACATION SLOW DOWN YOUR CHILD'S EDUCATION! Get your little learner ready for 2nd grade with this week-by-week summer workbook and the help of beloved characters like the Cat in The Hat, the Lorax, and Horton.Stop "summer slump" in its tracks with the help of Dr. Seuss! Learning loss during summer break can be a challenge, but with the Summer with Seuss Workbook series, you can keep your child smiling and learning from the end of the school year to the start of the next.Organized in weekly units, kids puzzle, play, and explore essential skills through engaging activities that reinforce the critical skills learned in 1st grade and build a preview of the upcoming 2nd grade year.130+ pages of fun-filled, curriculum-based learning activitiesEasy-to-follow weekly format with 10 weeks of plansReinforces Math, English/Language Arts, Science, and moreIncludes activities, puzzles, and creative projects that engage kids' interestReward stickers and a completion chart to cement ki

DON'T LET SUMMER VACATION SLOW DOWN YOUR CHILD'S EDUCATION! Get your little learner ready for 1st grade with this week-by-week summer workbook and the help of beloved characters like the Cat in The Hat, the Lorax, and Horton.Stop "summer slump" in its tracks with the help of Dr. Seuss! Learning loss during summer break can be a challenge, but with the Summer with Seuss Workbook series, you can keep your child smiling and learning from the end of the school year to the start of the next.Organized in weekly units, kids puzzle, play, and explore essential skills through engaging activities that reinforce the critical skills learned in kindergarten and build a preview of the upcoming 1st grade year.130+ pages of fun-filled, curriculum-based learning activitiesEasy-to-follow weekly format with 10 weeks of plansReinforces Math, English/Language Arts, Science, and moreIncludes activities, puzzles, and creative projects that engage kids' interestReward stickers and a completion chart to cement

DON'T LET SUMMER VACATION SLOW DOWN YOUR CHILD'S EDUCATION! Get your little learner ready for 3rd grade with this week-by-week summer workbook and the help of beloved characters like the Cat in The Hat, the Lorax, and Horton.Stop "summer slump" in its tracks with the help of Dr. Seuss! Learning loss during summer break can be a challenge, but with the Summer with Seuss Workbook series, you can keep your child smiling and learning from the end of the school year to the start of the next.Organized in weekly units, kids puzzle, play, and explore essential skills through engaging activities that reinforce the critical skills learned in 2nd grade and build a preview of the upcoming 3rd grade year.130+ pages of fun-filled, curriculum-based learning activitiesEasy-to-follow weekly format with 10 weeks of plansReinforces Math, English/Language Arts, Science, and moreIncludes activities, puzzles, and creative projects that engage kids' interestReward stickers and a completion chart to cement ki

Learn 100 essential first words with this pack of beautifully illustrated flashcards, perfect for children learning to read and speak Italian. Make learning a new language fun with this pack of 100 beautifully illustrated flash cards. Young learners of Italian will be captivated and engaged by the dynamic, visual approach that sets Italian for Everyone Junior apart from other language materials for children.Italian for Everyone Junior: Flash Cards have been designed for children who are starting to read and speak Italian. Each beautifully illustrated card features an image plus an essential first word, introducing nouns, verbs, and adjectives. On the reverse of the card, just the image is shown so children can test their knowledge.Interactive and engaging, these flash cards for kids include: - A beautifully illustrated pack of 105 flash cards for young children who are learning Italian either as a first or second language. - An essential first word and an illustration on each card, to

Introducing My First Brain Quest for babies! These chunky board books introduce early learning concepts - like the alphabet and phonics - with bright images, simple vocabulary, and signature Brain Quest Q&A fun.Now it’s baby’s turn! Announcing a brand new Brain Quest program for the very youngest readers. Imbued with the “It’s Fun to Be Smart!” core value that’s made Brain Quest America’s beloved #1 educational brand with over 56 million copies in print, My First Brain Quest is a series of chunky board books that introduce babies and toddlers to early learning concepts through bright, colorful illustrations, simple vocabulary, and the signature interactive Brain Quest question and answer format.Introducing the series are three titles. ABCs is an 8”x 8” board book designed to build skills in pre-reading. ABCs is a truly delightful book to read aloud―the language is so fresh and fun―while at the same time it helps babies and toddlers learn the letters of the alphabet while expanding

High-interest text and colorful illustrations build letter recognition and highlight important sound-letter relationships. Each reader focuses on a letter of the alphabet in this Sound and Letter collection. The activity book helps learner to identify objects with letter sounds and to practice writing letters. 本產品包含26本平裝彩色印刷的發音讀本，每本8頁*可透過Storyplus APP開啟音檔=====================Scholastic Reading Track offers step-by-step instruction for three literacy cornerstones: sounds and letters, vocabulary, and phonics. With playful text, stunning photographs, and beautiful illustrations, Reading Track fosters an early love for reading while targeting specific literacy skills.A systematic instructional reading program for early literacyCarefully scaffolded books to introduce key sight words, letters and sounds allowing young learners to decode stories and non-fiction texts.1. Vocabulary:*Highlights sight words and high frequency words to builds oral language skills*Patterned text to make learning s

Introduce your kindergartner to 60 new words and support early reading with fun stories, games, and word activities such as Bingo, drawing, word mazes, and more! A picture dictionary, mini books, and removable word cards provide additional learning fun.The whole language learning activities develop vocabulary, word recognition and writing skills, and support your child in early reading skills. Engaging stories with an audio read-aloud option help children learn new words independently and support language learners.My First Big Book of Words workbook for kindergarten includes: An audio read-aloud option that reads the directions and stories to your child, modeling correct intonation, expression, and pronunciationFun stories, activities, and games to help children learn new wordsTracing and writing activities that reinforce spelling and fine motor skillsPlus, removable word cards, mini books, a picture dictionary, and stickersSample words are in theme-based units and include: My Family:

Important sight words and high-frequency vocabulary help build oral language skills. Each reader provides simple and fun patterned text. The activity book helps to introduce oral skills and build print.本產品包含21本平裝彩色印刷的發音讀本，每本8頁*可透過Storyplus APP開啟音檔================Scholastic Reading Track offers step-by-step instruction for three literacy cornerstones: sounds and letters, vocabulary, and phonics. With playful text, stunning photographs, and beautiful illustrations, Reading Track fosters an early love for reading while targeting specific literacy skills.A systematic instructional reading program for early literacyCarefully scaffolded books to introduce key sight words, letters and sounds allowing young learners to decode stories and non-fiction texts.1. Vocabulary:*Highlights sight words and high frequency words to builds oral language skills*Patterned text to make learning simple2. Sound and Letter *High-interest texts build letter recognition and sound-letter relationships with one read

Language and Decoloniality in Higher Education brings together a collection of diverse papers that address, from various angles, the issue of decoloniality, language and transformation in higher education. It reflects the authors’ cumulative years of experience as educators in higher education in different southern contexts. Distilled as case studies, the authors use a range of decolonial lenses to reflect on questions of knowledge, language and learning, and to build a reflexive praxis of decoloniality through multilingualism. Besides a number of decolonial persepectives which readers will be familiar with, this volume also explores a conceptual framework, Linguistic Citizenship , developed over the past two decades by scholars in southern Africa. In this collection, Linguistic Citizenship is used as a lens to ‘think beyond’ the inherited colonial matrices of language which have shaped this region (and many other southern contexts) for centuries, and to ‘re-imagine’ multilingualism

The learning goals that center on the thematic units are set in accordance with the language proficiency levels, established by the ACTFL˙To Comply with the pedagogical principle of backward design to establish the teaching/learning goals for the intermediate learner of Chinese˙Integrates into its thematic contents the ACTFL-defined, three mores of language uses as well the 5C concepts˙Assist the learner to achieve holistic progress and to cultivate specific linguistic abilities of Chinese˙The selecting of keywords/phrases in thetextbooks is greatly in line with vocabulary levels defined by the HSK and by the TOCFL. The regional difference in language uses between the two sides of theTaiwan Strait are also meticulously annotated in the textbooks In recent years, the background of learners has become diversified, and the number of self-study students of elementary Chinese is also increasing. On the pedagogical front, however, learning materials, found to be biased towards school l

What is it about humans that makes language possible, and what is it about language that makes us human?If you are reading this, you have done something that only our species has evolved to do. You have acquired a natural language. This book asks, How has this changed us?Where scholars have long wondered what it is about humans that makes language possible, N. J. Enfield and Jack Sidnell ask instead, What is it about humans that is made possible by language? In Consequences of Language their objective is to understand what modern language really is and to identify its logical and conceptual consequences for social life. Central to this undertaking is the concept of intersubjectivity, the open sharing of subjective experience. There is, Enfield and Sidnell contend, a uniquely human form of intersubjectivity, and it is essentially intertwined with language in two ways: a primary form of intersubjectivity was necessary for language to have begun evolving in our species in the first place

In recent years the development of new classification and regression algorithms based on deep learning has led to a revolution in the fields of artificial intelligence, machine learning, and data analysis. The development of a theoretical foundation to guarantee the success of these algorithms constitutes one of the most active and exciting research topics in applied mathematics. This book presents the current mathematical understanding of deep learning methods from the point of view of the leading experts in the field. It serves as both a starting point for researchers and graduate students in mathematics trying to get into the field, as well as an invaluable reference for future research.

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

An immense canyon, the world's highest peak, and colorful lights that fill the night sky! Travel around the world with these multilayered 3-D scenes that leap off the eye-opening pages of this Pop-Up Guide™. Children can find out more about them and other marvels in this unique look at the world's natural wonders!• 10 big multilayered pop-ups!• Descriptive text and labeled illustrations for quick and easy learning• Built-in elastic bands that allow readers to prop open and display their favorite scene• Sturdy construction that's perfect for at-home or on-the-goFans of the Pop-Up Guide™: Natural Wonders will also enjoy the others book in the series, Space and Vehicles.• Pop-up books for kids• Educational books for children aged 3 to 5• Books for preschool and kindergarten children

Cognitive linguists are bound by the cognitive commitment, which is the commitment to providing a characterization of the general principles governing all aspects of human language, in a way that is informed by, and accords with, what is known about the brain and mind from other disciplines. But what do we know about aspects of cognition that are relevant for theories of language? Which insights can help us build cognitive reality into our descriptive practice and move linguistic theorizing forward? This unique study integrates research findings from across the cognitive sciences to generate insights that challenge the way in which frequency has been interpreted in usage-based linguistics. It answers the fundamental questions of why frequency of experience has the effect it has on language development, structure and representation, and what role psychological and neurological explorations of core cognitive processes can play in developing a cognitively more accurate theoretical account