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Optimization for Machine Learning

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出版日:2025/09/17 作者:Charu Aggarwal  出版社:Springer Nature  裝訂:精裝
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出版日:2022/09/30 作者:Changho Suh  出版社:NEW PUBL INC  裝訂:精裝
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Optimization And Machine Learning - Optimization For Machine Learning And Machine Learning For Optimization
90 折
出版日:2022/03/28 作者:Chelouah  出版社:John Wiley & Sons Inc  裝訂:精裝
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Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition
90 折
出版日:2013/07/30 作者:Serkan Kiranyaz; Turker Ince; Moncef Gabbouj  出版社:Springer-Verlag New York Inc  裝訂:精裝
For many engineering problems we require optimization processes with dynamic adaptation as we aim to establish the dimension of the search space where the optimum solution resides and develop robust t
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Optimization for Machine Learning
79 折
出版日:2011/09/30 作者:Suvrit Sra; Sebastian Nowozin; Stephen J. Wright  出版社:Mit Pr  裝訂:精裝
The interplay between optimization and machine learning is one of the most importantdevelopments in modern computational science. Optimization formulations and methods are proving tobe vital in design
Optimization for Machine Learning
79 折
出版日:2011/09/30 作者:Suvrit Sra; Sebastian Nowozin; Stephen J. Wright; Suvrit Sra  出版社:Mit Pr  裝訂:平裝
An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities. The interplay between optimization and machine learning
出版日:2025/05/19 作者:Konstantin Fackeldey(EDI)  出版社:De Gruyter  裝訂:精裝
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出版日:2021/06/13 作者:Zhouchen Lin  出版社:Springer Nature  裝訂:平裝
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Linear Algebra and Optimization for Machine Learning: A Textbook
滿額折
出版日:2021/05/27 作者:Charu C. Aggarwal  出版社:Springer Nature  裝訂:平裝
優惠價: 1 2899
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Machine Learning, Optimization, and Data Science
90 折
出版日:2019/02/14 作者:Giuseppe Nicosia; Panos Pardalos ; Giovanni Giuffrida ; Renato Umeton; Vincenzo Sciacca  出版社:Springer Verlag  裝訂:平裝
This book constitutes the post-conference proceedings of the 4th International Conference on Machine Learning, Optimization, and Data Science, LOD 2018, held in Volterra, Italy, in September 2018.The
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Algorithmic Advances in Riemannian Geometry and Applications ― For Machine Learning, Computer Vision, Statistics, and Optimization
90 折
出版日:2016/10/21 作者:H?Quang Minh (EDT); Vittorio Murino (EDT)  出版社:Springer-Verlag New York Inc  裝訂:精裝
This volume presents a comprehensive treatment of Riemannian geometry as a mathematical and computational framework for many problems in machine learning, statistics, optimization, and computer vision
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Big Data Analytics Beyond Hadoop ─ Real-Time Applications With Storm, Spark, and More Hadoop Alternatives
75 折
出版日:2014/05/23 作者:Vijay Agneeswaran  出版社:Prentice Hall  裝訂:精裝
Master alternative Big Data technologies that can do what Hadoop can't: real-time analytics and iterative machine learning. When most technical professionals think of Big Data analytics today, th
優惠價: 75 2624
庫存:1
The Optimization Edge: Reinventing Decis
75 折
出版日:2011/03/16 作者:Sashihara  出版社:Mcgraw-Hill; Inc.  裝訂:平裝
Why downsize when you can OPTIMIZE?"At McDonald’s our focus has always been on providing maximum value to customers through ‘optimal’ quality and tight cost management, which is why Optimization has b
優惠價: 75 931
庫存:1
Optimization Algorithms on Matrix Manifolds
90 折
出版日:2007/12/03 作者:P. A. Absil; R. Mahony; R. Sepulchre  出版社:Princeton Univ Pr  裝訂:精裝
Many problems in the sciences and engineering can be rephrased as optimization problems on matrix search spaces endowed with a so-called manifold structure. This book shows how to exploit the special
優惠價: 9 4752
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Introduction to Online Convex Optimization, second edition
79 折
出版日:2022/10/11 作者:Elad Hazan  出版社:Mit Pr  裝訂:精裝
New edition of a graduate-level textbook on that focuses on online convex optimization, a machine learning framework that views optimization as a process.In many practical applications, the environment is so complex that it is not feasible to lay out a comprehensive theoretical model and use classical algorithmic theory and/or mathematical optimization. Introduction to Online Convex Optimization presents a robust machine learning approach that contains elements of mathematical optimization, game theory, and learning theory: an optimization method that learns from experience as more aspects of the problem are observed. This view of optimization as a process has led to some spectacular successes in modeling and systems that have become part of our daily lives. Based on the “Theoretical Machine Learning” course taught by the author at Princeton University, the second edition of this widely used graduate level text features:Thoroughly updated material throughoutNew chapters on boosting, ad
優惠價: 79 1801
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Optimization for Data Analysis
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出版日:2021/10/31 作者:Stephen J. Wright  出版社:Cambridge Univ Pr  裝訂:精裝
Optimization techniques are at the core of data science, including data analysis and machine learning. An understanding of basic optimization techniques and their fundamental properties provides important grounding for students, researchers, and practitioners in these areas. This text covers the fundamentals of optimization algorithms in a compact, self-contained way, focusing on the techniques most relevant to data science. An introductory chapter demonstrates that many standard problems in data science can be formulated as optimization problems. Next, many fundamental methods in optimization are described and analyzed, including: gradient and accelerated gradient methods for unconstrained optimization of smooth (especially convex) functions; the stochastic gradient method, a workhorse algorithm in machine learning; the coordinate descent approach; several key algorithms for constrained optimization problems; algorithms for minimizing nonsmooth functions arising in data science; found
優惠價: 9 2222
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Mathematics for Machine Learning
90 折
出版日:2020/01/31 作者:Marc Peter Deisenroth  出版社:Cambridge Univ Pr  裝訂:精裝
The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every cha
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
Mathematics for Machine Learning
90 折
出版日:2020/01/31 作者:Marc Peter Deisenroth  出版社:Cambridge Univ Pr  裝訂:平裝
The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every cha
優惠價: 9 2159
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Handbook of Machine Learning ― Optimization and Decision Making
95 折
出版日:2019/10/29 作者:Collins Achepsah Leke; Tshilidzi Marwala  出版社:World Scientific Publishing Co Pte Ltd  裝訂:精裝
Building on Handbook of Machine Learning - Volume 1: Foundation of Artificial Intelligence, this volume on Optimization and Decision Making covers a range of algorithms and their applications. Like th
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
Decision Tree and Ensemble Learning Based on Ant Colony Optimization
90 折
出版日:2018/07/05 作者:Jan Kozak  出版社:Springer-Nature New York Inc  裝訂:精裝
This book not only discusses the important topics in the area of machine learning and combinatorial optimization, it also combines them into one. This was decisive for choosing the material to be incl
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出版日:2009/02/28 作者:Roberto Battiti; Mauro Brunato; Franco Mascia  出版社:Springer Verlag  裝訂:精裝
Reactive Search integrates sub-symbolic machine learning techniques into search heuristics for solving complex optimization problems. By automatically adjusting the working parameters, a reactive sea
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
Assessing Through the Lens of Social and Emotional Learning: Tools and Strategies
90 折
出版日:2024/01/23 作者:Cynthia Sistek; Dee L. Fabry  出版社:CORWIN PR INC  裝訂:平裝
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
優惠價: 9 2027
庫存:2
The Happy Learning Book for Siblings ― 50 Awesome Activities for Siblings to Learn and Play Together at Home
滿額折
出版日:2020/06/29 作者:SOR FYNN FANG TING  出版社:World Scientific Pub Co Inc  裝訂:精裝
Your home is the perfect place for learning, fun, and sibling bonding!The Happy Learning Book for Siblings features 50 hands-on activities you can conduct in the comfort of your home. They are divided
優惠價: 9 916
庫存:3
無約束最優化與非線性方程的數值方法(簡體書)
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出版日:2019/12/16 作者:(美)丹尼斯  出版社:科學出版社  裝訂:精裝
This book is a standard for a complete description of the methods for unconstrained optimization and the solution ofnonlinear equations....this republication is most welcome and this volume should be
優惠價: 87 877
庫存:3
伍史利的大日記系列(Story.A.Night) (共2冊)
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出版日:1999/02/01 作者:三民書局編輯部-譯  出版社:三民書局  裝訂:精裝
趁著哈洛小森林的動物們正在慶祝著四季的交替和各種重要的節日時,讓我們隨著他們的腳步,一同走進這些活潑的小故事中探險吧!中英對照,讓你 365天都有新鮮有趣的故事。 There^s an adventure for every day of the year, and you can read the stories one at a time or in bunches. If you like
優惠價: 85 714
庫存:4
Machine Learning for Engineers
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出版日:2022/08/31 作者:Osvaldo Simeone  出版社:Cambridge Univ Pr  裝訂:精裝
This self-contained introduction to machine learning, designed from the start with engineers in mind, will equip students with everything they need to start applying machine learning principles and algorithms to real-world engineering problems. With a consistent emphasis on the connections between estimation, detection, information theory, and optimization, it includes: an accessible overview of the relationships between machine learning and signal processing, providing a solid foundation for further study; clear explanations of the differences between state-of-the-art techniques and more classical methods, equipping students with all the understanding they need to make informed technique choices; demonstration of the links between information-theoretical concepts and their practical engineering relevance; reproducible examples using Matlab, enabling hands-on student experimentation. Assuming only a basic understanding of probability and linear algebra, and accompanied by lecture slide
優惠價: 9 3217
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Probabilistic Machine Learning
79 折
出版日:2022/02/01 作者:Kevin P. Murphy  出版社:Mit Pr  裝訂:精裝
A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory.This book offers a detailed and up-to-date introduction to machine learning (including deep learning) through the unifying lens of probabilistic modeling and Bayesian decision theory. The book covers mathematical background (including linear algebra and optimization), basic supervised learning (including linear and logistic regression and deep neural networks), as well as more advanced topics (including transfer learning and unsupervised learning). End-of-chapter exercises allow students to apply what they have learned, and an appendix covers notation. Probabilistic Machine Learning grew out of the author’s 2012 book, Machine Learning: A Probabilistic Perspective. More than just a simple update, this is a completely new book that reflects the dramatic developments in the field since 2012, most notably deep learning. In addition, the ne
優惠價: 79 5925
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English for Everyone Course Book Level 3 Intermediate (with Online Audio)(平裝本)(美國版)
滿額折
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
庫存:8
Happy Learning Math (Set 1)
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出版日:2022/08/07 作者:Fynn Sor  出版社:World Scientific Pub Co Inc  裝訂:平裝
《快樂學數學》系列啟動孩子的算術能力大躍進!孩子將會愛上書中的可愛動物與有趣故事,並在當中學習序數、數數(counting)、跳數(skip counting)、加法、減法等數學概念。本系列每冊書中皆附贈互動素材(官網也提供素材檔案,可自行下載列印裁切),讓每本書都是孩子動手體驗的學習工具。每則故事中也能讀到有趣的科學小知識,在快樂動手學習中,激發孩子對世界的好奇心與對數學的概念的理解。Jump start your child's advancement in numeracy with the Happy Learning Math series. Your child will delight in the fun stories about animals and encounter Math concepts, such as ordinal numbers, counting, skip counting, addition, subtraction and more.Materials for interactive play and links to printables are also included, turning each book into a hands-on experiential learning tool. Fun Science facts are also weaved into each story to spark your child's curiosity about the world.The set comes with bonus fun and interactive elements to reinforce your child's learning of Math concepts!
優惠價: 9 1528
庫存:7
Artificial Communication
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出版日:2022/04/05 作者:Elena Esposito  出版社:Mit Pr  裝訂:精裝
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 as artificial communication. To do this, we need a concept of communication that can take into account the possibility that a communication partner may not be a human being but an algor
優惠價: 79 839
庫存:2
Layla and the Bot #1-4 (Branches Book)(共4本平裝本)
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出版日:2022/02/01 作者:Vicky Fang  出版社:Scholastic  裝訂:平裝
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!
優惠價: 79 811
庫存:3
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
庫存:4
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
庫存:1
Matching Game Book-Colors/Zoom/Bugs and Other Little Critters (硬頁推拉書)(共3本)
79 折
出版日:2021/03/16 作者:Stephanie Babin; Julie Mercier; Ben Newman (ILT)  出版社:Twirl  裝訂:硬頁書
Learning while playing is the name of the game: Parents are forever looking for things to keep children entertained while on a road trip-whether it's a 10-minute ride to Grandma's house or a flight across the country They'll find the perfect solution in Twirl's Matching Game Books.- Four activities in one Slide the panels to find matching pairs; spot the creatures in the big picture; identify them by their characteristics; play hide-and seek with the matching pairs, or even come up with games of their own- An interactive game book that trains visual memory, increases attention to detail, and builds vocabulary too- Colorful and whimsical illustrations of a wide variety of bugs and little creaturesFans of Matching Game Book: Bugs will also enjoy the interactive learning in other books in the Matching Game Book series, including Animals, Zoom , and Colors.- Ideal for travelling and learning on the go- Books for 3-5 years old- Books for preschool and kindergarten learning
優惠價: 79 1471
庫存:7
The Cambridge Guide to OET Nursing Student's Book with Audio and Resources Download
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出版日:2020/02/27 作者:Catherine Leyshon; Gurleen Khaira; Virginia Allum  出版社:Cambridge University Press  裝訂:平裝
The Cambridge Guide to OET Nursing is a definitive pathway to test-day success from a team of highly experienced writers, experts in language teaching and OET. Valuable practice in all four language skills required for the test! Backed by strong pedagogy and a hands-on approach to language learning, with content approved by OET, the book is your guide to success. The book includes a detailed introduction to OET with test overview as well as two complete practice tests.There is extensive task-based learning and practice for each part of the test as well as 'Tips for scoring' in all the sub-tests. Preparatory tasks offer bite-sized learning. Audio, transcripts and answers are available online via a code in the cover, and a Teacher's Book for class use.
優惠價: 95 2938
庫存:1
Lens on China 影像中國:Intermediate and Advanced Readings on Film for Learning Chinese 現代漢語中高級電影讀本
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出版日:2020/02/05 作者:王静Jing Wang; 田溪Xi Tian  出版社:香港大學出版社  裝訂:平裝
Lens on China: Intermediate and Advanced Readings on Film for Learning Chinese is an innovative textbook that uses film to teach Mandarin Chinese. It not only provides students with a non-traditional
優惠價: 79 1287
庫存:1
180 Days of Spelling and Word Study for Fourth Grade
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出版日:2019/01/02 作者:Shireen Pesez Rhoades  出版社:Shell Education  裝訂:平裝
Help fourth grade students improve their spelling skills with fun and effective daily practice activities.180 Days of Spelling and Word Study:Focuses on 15 words each week with memorable and repetitive daily activitiesBuilds students confidence in spelling with independent learning activities focusing on spelling rules, patterns, and vocabularyMakes at-home learning, whole class instruction, or small group support, quick and easyIncludes standards-based activities, easy to follow instructions, and an answer key to quickly assess student understandingParents appreciate the teacher-approved activity books that keep their child engaged and learning. Great for homeschooling, to reinforce learning at school, or prevent learning loss over summer.Teachers rely on the daily practice workbooks to save them valuable time. The ready to implement activities are perfect for daily morning review or homework. The activities can also be used for intervention skill building to address learning gaps.
優惠價: 85 743
庫存 > 10
Digital Technologies and Instructional Design for Personalized Learning
70 折
出版日:2018/03/02 作者:Robert Zheng  出版社:Information Science Reference  裝訂:精裝
"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
優惠價: 7 8281
庫存:1
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
庫存:7
Oracle E-business Suite 12 Tuning Tips & Techniques ― Manage & Optimize for World-class Effectiveness, Efficiency, and Success
75 折
出版日:2013/09/11 作者:Richard Bingham  出版社:McGraw-Hill Osborne Media  裝訂:平裝
Master Oracle E-Business Suite 12 Performance Tuning and Optimization Deliver on the promise of lower TCO and achieve operational excellence by implementing a comprehensive enterprise application mana
優惠價: 75 1738
庫存:1
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