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Supervised Learning With Complex-valued Neural Networks

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Learn Keras for Deep Neural Networks ― A Fast-track Approach to Modern Deep Learning With Python
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出版日:2018/12/07 作者:Jojo John Moolayil  出版社:Apress  裝訂:平裝
Learn, understand, and implement deep neural networks in a math- and programming-friendly approach using Keras and Python. The book focuses on an end-to-end approach to developing supervised learning
優惠價: 1 1710
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Neural Networks and Qualitative Physics
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出版日:2011/08/11 作者:Jean-Pierre Aubin  出版社:Cambridge Univ Pr  裝訂:平裝
This book is devoted to some mathematical methods that arise in two domains of artificial intelligence: neural networks and qualitative physics. Professor Aubin makes use of control and viability theory in neural networks and cognitive systems, regarded as dynamical systems controlled by synaptic matrices, and set-valued analysis that plays a natural and crucial role in qualitative analysis and simulation. This allows many examples of neural networks to be presented in a unified way. In addition, several results on the control of linear and nonlinear systems are used to obtain a 'learning algorithm' of pattern classification problems, such as the back-propagation formula, as well as learning algorithms of feedback regulation laws of solutions to control systems subject to state constraints. This book will be of value to anyone with an interest in neural networks and cognitive systems.
優惠價: 9 2632
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Modern Data Science With R
75 折
出版日:2017/02/10 作者:Benjamin Baumer; Nicholas J. Horton; Daniel T. Kaplan  出版社:Productivity Press  裝訂:平裝
Modern statistical methods allow the analyst to fit and assess models as well as to undertake supervised or unsupervised learning to extract information. Contemporary data science requires tight integ
優惠價: 75 3093
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MATLAB Deep Learning ─ With Machine Learning, Neural Networks and Artificial Intelligence
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出版日:2017/07/06 作者:Phil Kim  出版社:Apress  裝訂:平裝
Get started with MATLAB for deep learning and AI with this in-depth primer. In this book, you start with machine learning fundamentals, then move on to neural networks, deep learning, and then convolu
優惠價: 1 3769
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Deep Learning and Neural Networks
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出版日:2015/10/28 作者:Jeff Heaton  出版社:Createspace Independent Pub  裝訂:平裝
Neural networks have been a mainstay of artificial intelligence since its earliest days. Now, exciting new technologies such as deep learning and convolution are taking neural networks in bold new dir
優惠價: 1 1200
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Neural Network Learning:Theoretical Foundations
90 折
出版日:2009/09/03 作者:Martin Anthony  出版社:Cambridge Univ Pr  裝訂:平裝
This book describes theoretical advances in the study of artificial neural networks. It explores probabilistic models of supervised learning problems, and addresses the key statistical and computational questions. Research on pattern classification with binary-output networks is surveyed, including a discussion of the relevance of the Vapnik–Chervonenkis dimension, and calculating estimates of the dimension for several neural network models. A model of classification by real-output networks is developed, and the usefulness of classification with a 'large margin' is demonstrated. The authors explain the role of scale-sensitive versions of the Vapnik–Chervonenkis dimension in large margin classification, and in real prediction. They also discuss the computational complexity of neural network learning, describing a variety of hardness results, and outlining two efficient constructive learning algorithms. The book is self-contained and is intended to be accessible to researchers and gradua
優惠價: 9 2515
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Deep Learning for Natural Language Processing ― Creating Neural Networks With Python
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出版日:2018/06/27 作者:Palash Goyal; Sumit Pandey  出版社:Apress  裝訂:平裝
Discover the concepts of deep learning used for natural language processing (NLP), with full-fledged examples of neural network models such as recurrent neural networks, long short-term memory ne
優惠價: 1 2660
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出版日:2010/11/23 作者:Huajin Tang; Kay Chen Tan; Zhang Yi  出版社:Springer Verlag  裝訂:平裝
Neural Networks: Computational Models and Applications presents important theoretical and practical issues in neural networks, including the learning algorithms of feed-forward neural networks, variou
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
Deep Learning Neural Networks ─ Design and Case Studies
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出版日:2016/08/02 作者:Daniel Graupe  出版社:World Scientific Pub Co Inc  裝訂:平裝
Deep Learning Neural Networks is the fastest growing field in machine learning. It serves as a powerful computational tool for solving prediction, decision, diagnosis, detection and decision problems
優惠價: 9 1469
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Deep Learning Step by Step with Python: A Very Gentle Introduction to Deep Neural Networks for Practical Data Science
90 折
出版日:2016/07/26 作者:N D Lewis  出版社:Createspace Independent Pub  裝訂:平裝
Finally! Deep Neural Networks Simplified with PythonDeep Learning Step by Step with Python takes you on a gentle, fun and unhurried journey to building your own deep neural network models in Python. U
優惠價: 9 2039
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180 Days of High-Frequency Words for First Grade
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出版日:2016/08/01 作者:Jodene Smith  出版社:Shell Education  裝訂:平裝
Learning to recognize sight words makes reading more complex words easier for students. With daily practice throughout the school year, students can learnmore than 100 high-frequency words and have fu
優惠價: 85 743
庫存:6
180 Days of High-Frequency Words for Second Grade
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出版日:2016/08/01 作者:Adair Solomon  出版社:Shell Education  裝訂:平裝
Learning to recognize sight words makes reading more complex words easier for students. With daily practice throughout the school year, students can learn more than 100 high-frequency words and have f
優惠價: 85 743
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Make Your Own Neural Network ─ A Gentle Journey Through the Mathematics of Neural Networks, and Making Your Own Using the Python Computer Language
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出版日:2016/03/31 作者:Tariq Rashid  出版社:Createspace Independent Pub  裝訂:平裝
A gentle journey through the mathematics of neural networks, and making your own using the Python computer language. Neural networks are a key element of deep learning and artificial intelligence, whi
優惠價: 1 2609
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出版日:2015/09/24 作者:Erdal Kayacan; Mojtaba Ahmadieh  出版社:Elsevier Science Ltd  裝訂:平裝
Fuzzy Neural Networks for Real Time Control Applications: Concepts, Modeling and Algorithms for Fast Learning provides readers with a comprehensive understanding of a process that is increasingly bein
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
Neural Networks for Control
79 折
出版日:1995/03/02 作者:W. Thomas Miller III; Richard S. Sutton; Paul J. Werbos  出版社:Bradford Books  裝訂:平裝
Neural Networks for Control brings together examples of all the most important paradigms for the application of neural networks to robotics and control. Primarily concerned with engineering problems a
Rocket Race: Scholastic Early Learners (Learning Games)
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出版日:2020/05/05 作者:Scholastic  出版社:Scholastic  裝訂:平裝
Count to ten and race to launch your rocket first with this interactive learning game from Scholastic Early Learners! An innovative, math-focused learning game complete with QR-code guidance. Provides
優惠價: 79 390
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The Harmonic Mind: From Neural Computation to Optimality-theoretic Grammar Cognitive Architecture
79 折
出版日:2011/01/21 作者:Paul Smolensky; Geraldine Legendre  出版社:Bradford Books  裝訂:平裝
Despite their apparently divergent accounts of higher cognition, cognitive theories based on neural computation and those employing symbolic computation can in fact strengthen one another. To substantiate this controversial claim, this landmark work develops in depth a cognitive architecture based in neural computation but supporting formally explicit higher-level symbolic descriptions, including new grammar formalisms.Detailed studies in both phonology and syntax provide arguments that these grammatical theories and their neural network realizations enable deeper explanations of early acquisition, processing difficulty, cross-linguistic typology, and the possibility of genomically encoding universal principles of grammar. Foundational questions concerning the explanatory status of symbols for central problems such as the unbounded productivity of higher cognition are also given proper treatment.The work is made accessible to scholars in different fields of cognitive science through tu
優惠價: 79 3318
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出版日:2014/07/17 作者:Ryszard Tadeusiewicz; Rituparna Chaki; Nabendu Chaki  出版社:Taylor & Francis  裝訂:平裝
This book presents the important properties of neural networks—while keeping mathematics to a minimum. Explaining how to build neural networks and use them, the book presents complicated information a
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
Semi-Supervised Learning
79 折
出版日:2010/01/22 作者:Olivier Chapelle; Bernhard Scholkopf; Alexander Zien  出版社:Mit Pr  裝訂:平裝
In the field of machine learning, semi-supervised learning (SSL) occupies the middle ground, between supervised learning (in which all training examples are labeled) and unsupervised learning (in whi
Empowering DTCO Innovation with AI and Machine Learning
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出版日:2025/12/25 作者:Hock Chen  出版社:五南圖書出版  裝訂:平裝
Core Insight:Cross-Domain Data Collaboration: Unlocking Chip PotentialEliminating the "efficiency gap" caused by knowledge silos is the starting point for industry potential. Data doesn't lie; Data Science provides the solution: Through innovation and cross-domain restructuring, we visualize results to become the critical accelerator for boosting efficiency.GenAI Reshaping the Future of SemiconductorsFacing the immense challenge of the slowing pace of Moore's Law, the semiconductor industry urgently requires new breakthroughs. This book is specifically designed to solve the "Efficiency Black Hole" that consumes tens of billions of dollars annually in the industry.The Empowering DTCO Innovation with AI and Machine Learning offers readers a practical DTCO.ML Framework, demonstrating how to leverage Machine Learning (ML) and Generative AI (GenAI) technologies to inject new acceleration into chip manufacturing processes. Learn to master process variability and optimize chip energy efficien
優惠價: 95 380
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Active Learning Stars and Planets:Over 100 Brain-Boosting Activities that Make Learning Easy and Fun
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出版日:2023/07/06 作者:DK  出版社:Dorling Kindersley Ltd  裝訂:平裝
Learn all the essential facts about our solar system and beyond in this illustrated, interactive, and educational activity book for kids. How old is the universe? How was the Earth formed? What lies beyond our solar system? Active Learning: Stars & Planets covers all these questions and more! Children will have fun learning through doing, with dozens of different activity types to fully engage with and explore the stars and planets in outer space. Kids aged 8-12 will be occupied for hours as they pore over the information-packed pages in this space activity book and tackle the wide range of puzzles - including mazes and tangles, code-breakers, matching games, anagrams, word searches, logic games, classification and identification games, quizzes, sudoku, odd one out, drawing, and colouring.This exciting stars and planets activity book for children includes: - Detailed, high-quality illustrations and photography alongside informative text to engage children aged 8-12 with learning. -
優惠價: 79 434
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Kindergarten Phonics and Spelling Learning Fun Workbook
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出版日:2022/05/17 作者:Highlights Learning  出版社:Highlights for Children  裝訂:平裝
This kindergarten phonics and spelling workbook combines curriculum-based language arts skills practice with puzzles, humor, and playful art in a lightweight, single-subject format designed to make learning phonics and spelling rewarding and funPhonics and spelling skills are important building blocks for reading success, and Highlights brings “Fun with a Purpose” to this essential learning activity with this forty-eight-page, full-color activity-based workbook with included achievement certificate. Created with education experts, this book covers consonant blends, rhyming words, vowel sounds, spelling patterns, and more―all designed to help kids improve reading and writing skills and build confidence in the classroom. Hidden Pictures puzzles, mazes, and other fun activities help reinforce the learning and add to the fun.
優惠價: 79 210
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Social and Emotional Learning Activities, Grades 1-2
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出版日:2022/01/01 作者:Evan Moor  出版社:EVAN MOOR EDUC PUBL  裝訂:平裝
Support students by helping them identify and practice positive behaviors and develop empathy with Social and Emotional Learning Activities. Research shows that SEL experiences improve student achievement, reduce stress, and increase positive behaviors such as kindness, gratitude, and empathy.Social and Emotional Learning Activities includes 100+ engaging activities that help you weave social and emotional learning activities into the busy school day! Activities include skill practice across the curriculum by incorporating writing, reading, math, social studies, and cultural diversity into SEL instruction.Each unit has a different SEL focus and includes a teacher page with an introduction and corresponding activity pages. Children will learn positive behaviors, develop self-love, and learn empathy through:Real-world scenariosMindfulness activitiesCommunication activitiesCreative writingMazes, puzzles, and gamesArt projectsCritical thinking and problem solvingActivities may be used for
優惠價: 79 660
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Social and Emotional Learning Activities, Grades 3-4
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出版日:2022/01/01 作者:Evan Moor  出版社:EVAN MOOR EDUC PUBL  裝訂:平裝
Support students by helping them identify and practice positive behaviors and develop empathy with Social and Emotional Learning Activities. Research shows that SEL experiences improve student achievement, reduce stress, and increase positive behaviors such as kindness, gratitude, and empathy.Social and Emotional Learning Activities includes 100+ engaging activities that help you weave social and emotional learning activities into the busy school day! Activities include skill practice across the curriculum by incorporating writing, reading, math, social studies, and cultural diversity into SEL instruction.Each unit has a different SEL focus and includes a teacher page with an introduction and corresponding activity pages. Children will learn positive behaviors, develop self-love, and learn empathy through:Real-world scenariosMindfulness activitiesCommunication activitiesCreative writingMazes, puzzles, and gamesArt projectsCritical thinking and problem solvingActivities may be used for
優惠價: 79 660
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Dr. Seuss Workbook: Preschool-A Complete Learning Workbook with 300+ Actives
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出版日:2021/09/07 作者:Dr. Seuss  出版社:Random Young  裝訂:平裝
Learn and play with Dr. Seuss in this ultimate Preschool workbook, with over 300 curriculum-based activities ranging from letters, numbers, social emotional learning, to science!This multi-subject, cu
優惠價: 79 390
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漂鳥集[中英雙語版]
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出版日:2018/09/28 作者:泰戈爾-著; 糜文開-譯  出版社:三民書局  裝訂:平裝
夏天的漂鳥,到我窗前來唱歌,又飛去了。秋天的黃葉,沒有歌唱,只嘆息一聲,飄落在那裡。──《漂鳥集》‧1Stray birds of summer come to my window to sing and fly away.And yellow leaves of autumn, which have no songs, flutter and fall there with a sigh.—St
優惠價: 79 158
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My First Learning Library
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出版日:2017/08/29 作者:Scholastic Inc. (COR)  出版社:Cartwheel Books  裝訂:平裝
This fun box set is filled with nine sturdy, fun, educational board books that support children's early learning. Topics include Animals, Letters and Counting, Things that Go, Colors and Shapes, and m
優惠價: 79 390
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Collins Easy Learning Spanish - Easy Learning Spanish Grammar and Practice [Second edition]
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出版日:2016/05/19 作者:Collins Dictionaries  出版社:Collins UK  裝訂:平裝
Perfect for revising Spanish Grammar offering a clear and easy-to-understand guide to the verbs and grammar of Spanish with hundreds of practical exercises. Designed for all those learning Spanish at
優惠價: 79 564
庫存:4
Managing Self-Access Language Learning
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出版日:2014/06/01 作者:David GARDNER; Lindsay MILLER  出版社:香港城市大學出版社  裝訂:平裝
INTRODUCTIONSelf-Access Language Learning (SALL) has played a prominent part in language education in universities. Its role is to foster autonomous learning among students. With the wide-spread imple
優惠價: 79 632
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親職教育
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出版日:2009/02/01 作者:王鍾和  出版社:三民書局  裝訂:平裝
If a child lives with friendliness, he learns that the world is a nice place in which to live. 如果孩子生活在友善的環境中,他學會以正向積極的態度去面對周遭的世界。 &nbs
優惠價: 79 260
庫存 > 10
Networks, Terrorism And Global Insurgency
75 折
出版日:2006/01/01 作者:Robert J. Bunker (EDT)  出版社:Taylor & Francis  裝訂:平裝
This new book brings together leading terrorism scholars and defence professionals to discuss the impact of networks on conflict and war.Post-modern terrorism and topics of global insurgency are also
優惠價: 75 2564
庫存:1
Practical Machine Learning and Image Processing ― For Facial Recognition, Object Detection, and Pattern Recognition Using Python
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出版日:2019/03/01 作者:Himanshu Singh  出版社:Apress  裝訂:平裝
Gain insights into image-processing methodologies and algorithms, using machine learning and neural networks in Python. This book begins with the environment setup, understanding basic image-processing terminology, and exploring Python concepts that will be useful for implementing the algorithms discussed in the book. You will then cover all the core image processing algorithms in detail before moving onto the biggest computer vision library: OpenCV. You’ll see the OpenCV algorithms and how to use them for image processing. The next section looks at advanced machine learning and deep learning methods for image processing and classification. You’ll work with concepts such as pulse coupled neural networks, AdaBoost, XG boost, and convolutional neural networks for image-specific applications. Later you’ll explore how models are made in real time and then deployed using various DevOps tools. All the concepts in Practical Machine Learning and Image Processing are explained using r
優惠價: 1 2470
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出版日:2018/10/09 作者:Lili Mou; Zhi Jin  出版社:Springer-Nature New York Inc  裝訂:平裝
This book proposes a novel neural architecture, tree-based convolutional neural networks (TBCNNs),for processing tree-structured data. TBCNNsare related to existing convolutional neural networks (CNNs
優惠價: 1 3499
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Pathways to Machine Learning and Soft Computing
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出版日:2018/07/01 作者:Jer-Guang Hsieh; Jyh-Horng Jeng; Yin-Lon Lin; Ying-Sheng Kuo  出版社:漢世紀數位文化EHGBooks  裝訂:平裝
This book provides frequently studied and used machines together with soft computing methods such as evolutionary computation. The main topics of the machine learning cover Artificial Neural Networks
優惠價: 79 450
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Deep Neural Networks in a Mathematical Framework
90 折
出版日:2018/04/03 作者:Anthony Caterini; Dong Eui Chang  出版社:Springer-Verlag New York Inc  裝訂:平裝
This SpringerBrief describes how to build a rigorous end-to-end mathematical framework for deep neural networks. The authors provide tools to represent and describe neural networks, casting previous r
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出版日:2010/12/22 作者:A. Slavova  出版社:Springer Verlag  裝訂:平裝
This book deals with new theoretical results for studying Cellular Neural Networks (CNNs) concerning its dynamical behavior. New aspects of CNNs' applications are developed for modelling of some famou
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
Clinical Applications of Artificial Neural Networks
90 折
出版日:2007/07/12 作者:Richard Dybowski  出版社:Cambridge Univ Pr  裝訂:平裝
Artificial neural networks provide a powerful tool to help doctors analyse, model and make sense of complex clinical data across a broad range of medical applications. Their potential in clinical medicine is reflected in the diversity of topics covered in this volume. In addition to looking at applications the book looks forward to exciting future prospects. A section on theory looks at approaches to validate and refine the results generated by artificial neural networks. The volume also recognizes that concerns exist about the use of 'black-box' systems as decision aids in medicine, and the final chapter considers the ethical and legal conundrums arising out of their use for diagnostic or treatment decisions. Taken together, this eclectic collection of chapters provides an exciting overview of harnessing the power of artificial neural networks in the investigation and treatment of disease.
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
Computational Learning Theory and Natural Learning Systems, Volume 1
79 折
出版日:1994/04/10 作者:George Drastal  出版社:Bradford Books  裝訂:平裝
These contributions converge on an intersection of three historically distinct areas of learning research: computational learning theory, neural networks, and symbolic machine learning. Bridging theor
DK Super History Susan B. Anthony and Womenâ (Tm)S Rights
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出版日:2025/09/09 作者:Dk  出版社:DK US  裝訂:平裝
Find out all about Susan B. Anthony, the American women's rights activist and social reformer, and the pivotal role she played in the women's suffrage movement in the United States.Aligned with The Science of Reading, Common Core Standards, and key U.S. curricula, this book is the perfect support in learning all about Susan B Anthony and her impact on U.S. history. Part of the immersive new DK Super History series, this informative and inclusive book offers young learners the full picture about a key figure in history. It takes a 360-degree look at the life and work of Susan B. Anthony, exploring her background and key people in her life, her role in important events, and the influence they had on history. The main narrative is supported by different perspectives, primary and secondary sources, infographics, and an engaging graphic novel style story. With specially designed spreads that build skills in historical inquiry and interpretation and make complex events accessible to children
優惠價: 79 270
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English for Everyone Course Book Level 3 Intermediate (with Online Audio)(平裝本)(美國版)
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出版日:2025/06/17 作者:DK  出版社:DK US  裝訂:平裝
Take your self-study English language learning a step further with the third book in the easy-to-use, visual learning series.English for Everyone Level 3 Intermediate Course Book introduces topics such as telling a story, describing new experiences, relationships, and problem solving. The step-by-step teaching methods are clear and engaging, making the English language easy to learn by yourself. Key language skills, grammar rules, and vocabulary are explained alongside colorful illustrations to help you put new language into context. Listening, speaking, reading, and writing exercises are set in bite-sized modules, allowing you to learn at your own pace.Free audio is available online to support your language learning, featuring native English speakers. The audio examples help you to build experience of spoken English and give you the chance to perfect your pronunciation.English for Everyone is aligned to the CEFR, the international standard for language learning, and ideal for preparat
優惠價: 79 660
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