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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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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
庫存:10
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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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
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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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Spelling Machine - On Holiday
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出版日:2023/10/01 作者:Sarah Wade  出版社:Scholastic  裝訂:精裝
Learning to spell really can be fun, especially when you have an amazing Spelling Machine, a 2-book series for preschoolers ages 4-6 to learn spelling and start to read. Within each scene there are five objects to find and learn to spell. Flip out your magical spelling machine contained inside the book, dial in the letters of each word and lift the flap to check your answer!※無音檔英文學習遊戲書有了spelling machine的神奇轉盤,拼單字,也可以變得超級有趣!全新包裝,內容再升級知名親子叢書作家廖彩杏推薦:“ Spelling Machine:Make Spelling Fun!”是一本寓教於樂的遊戲書,讓孩子從小小的拼字遊戲,得到樂趣。本套書以「度假」為主題,分6大場景,共收錄30個常用英文單字。在不同場景,小朋友要先動手動眼,找一找不同物件在哪裡?並學會認識這些物件的英文,學會認字後,用前方的轉盤練習拼字。剛開始認字、學習自然發音的小讀者,都能從遊戲中開心學習! 【玩法說明】1.第一步,先把紅圈順時針轉到「start」處。2.假設今天要讓孩子熟悉crab的拼法,就先大聲念出crab,讓孩子聽聽看,這個單字,是由哪些字母所組成的。3.現在要拼出crab,就把第一個字母c,順時針轉到start處。4.再把第二個字母r,撥到start處,接下來的字母以此類推。5.最後.恭喜,完成了!請孩子打開翻頁機關確認答案,看到「crab」了嗎? 是不是好像變魔術一樣,好神奇呢?拼字,也可以這麼有趣!
優惠價: 79 330
庫存 > 10
The Happy Learning Book for Siblings
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出版日:2020/06/29 作者:SOR FYNN FANG TING  出版社:World Scientific Pub Co Inc  裝訂:平裝
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: 9 610
庫存:9
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
庫存:1
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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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
無庫存
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
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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
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
庫存:1
Learning Kindness My Feelings Sticker Book
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出版日:2023/02/14 出版社:HIGHLIGHTS PR  裝訂:精裝
Perfect for children ages 3-6 who are learning about their feelings, Learning Kindness My Feelings Sticker Book features over 50 reusable, vinyl-cling stickers, a dry-erase marker, and tons of fun activities to help kids explore their emotions.This engaging activity book is packed with puzzles and exercises that teach kids how to understand emotions in themselves and others. Kids can use the stickers with the guided activities to identify and express their feelings, recognize facial expressions and body language, and learn how to regulate their emotions. This book is an excellent tool for parents and educators to deepen conversations with children around social and emotional thinking.
優惠價: 79 450
庫存:1
Priddy Learning: My First ABC
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出版日:2022/05/03 作者:Roger Priddy  出版社:Priddy Books US  裝訂:硬頁書
Priddy Learning: My First ABC is an engaging novelty book with wheels to turn, specially designed to teach preschoolers the alphabet and first words.Preschoolers can learn the letters of this alphabet with this innovative wheel book. With two wheels to turn on every page, this sturdy board book has been designed to encourage children to interact with the activities as they learn their abc. Children can turn the wheels to find the correct picture that matches with the starting letter. The bright pictures and simple labels build early vocabulary, while the wheels help to develop hand-eye coordination.Part of the Priddy Learning series which also includes; Priddy Learning: Let's Spell; Priddy Learning: My First Animals; Priddy Learning: My First Ready for School; Priddy Learning: My First Clock Book, Priddy Learning: My First Wipe Clean ABC, Priddy Learning: My First Wipe Clean Pen Control, Priddy Learning: My First Wipe Clean Words, Priddy Learning: My First Wipe Clean Starting School, P
優惠價: 79 300
庫存:1
Priddy Learning: My First Colors
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出版日:2022/05/03 作者:Roger Priddy  出版社:Priddy Books US  裝訂:硬頁書
Priddy Learning: My First Colors is an ideal introduction to colors for preschoolers, and features a striking color wheel with spinner.Priddy Learning: My First Colors is a fun introduction to colors
優惠價: 79 300
庫存:2
Cupcake Fix: Branches Book (Layla and the Bots #3)
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出版日:2021/06/01 作者:Vicky Fang  出版社:Scholastic  裝訂:平裝
Blossom Valley is opening a new community center! But they need to generate buzz for the grand opening. Layla and the Bots know how to help: they will build a cupcake machine for the party! But will t
優惠價: 79 210
庫存:4
Priddy Learning: My First Let's Spell
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出版日:2021/05/25 作者:Roger Priddy  出版社:Priddy Books US  裝訂:硬頁書
Priddy Learning: My First Let's Spell is a new learning format from Priddy Books including an alphabet flip-chart and a lift-the-flap board book. It is perfect for helping young children learn to reco
優惠價: 79 390
庫存:5
The Fabulous Friend Machine (With Storyplus)
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出版日:2021/03/01 作者:Nick Bland  出版社:Scholastic Asia  裝訂:有聲書
Popcorn is, quite simply, the FRIENDLIEST chicken at Fiddlestick’s Farm! When she finds a Fabulous Friend Machine in the barn, she sets about making some brand new friends. But behind the screen of th
優惠價: 66 199
庫存:1
我的第一本量子物理
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風靡全球的兒少/成人科普繪本 物理學家也讚嘆,量子物理原來可以這樣理解! ★ 獲獎紀錄豐富 -2018年英國少年雜誌最佳兒童設計/圖書銀獎 (Silver for Best Designed/Illustrated Book for Children) -2018年英國圖書設計與製作獎 (British Book Design and Production A
優惠價: 79 276
庫存 > 10
The Happy Learning Book for Siblings ― 50 Awesome Activities for Siblings to Learn and Play Together at Home
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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
英文閱讀GO, GO, GO!(含解析夾冊)
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出版日:2020/02/14 作者:應惠蕙-編著  出版社:三民書局  裝訂:平裝
Graphic Organizers for Effective Reading!文章架構圖像化!第一本中文詳解圖形組織圖(G.O.)的英文閱讀書本書特色:★ 精選18種實用圖形組織圖,最常用的G.O.通通有!★ 全書共12課,多元文體搭配12種圖形組織圖,閱讀素材通通有!★ 每
優惠價: 79 181
庫存 > 10
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
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
Easy Learning English Spelling (Collins Easy Learning English)
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出版日:2010/06/01 作者:Collins Dictionaries  出版社:Collins UK  裝訂:平裝
Collins Easy Learning Spelling is suitable for anyone who wants to improve their spelling and write more accurately and impressively. By describing the important features of English spelling, rules t
優惠價: 66 253
庫存:1
筆記本(16K)(小老鼠貝貝)
75 折
品牌:三民文創 
溫暖的鵝黃色調封面 可愛的小鼠貝貝 實用又實惠的筆記本 等你來帶它回家喔 尺寸:16開 (26公分*19公分) ●相關商品推薦 A PARTY FOR TABITHA小老鼠貝貝的驚喜派對(含故事CD)
優惠價: 75 45
庫存 > 10
Spelling Machine: Make Spelling Fun! (精裝本)
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出版日:2006/06/09 作者:Keith Faulkner; Gina Tee (ILT)  出版社:SCHOLASTIC  裝訂:精裝
SPELLING MACHINE features a unique wheel mechanism that enables kids to dial letters to spell words. A simple flap hides the word until the child is finished dialing. Lift up the flap to see if the wo
優惠價: 79 330
庫存 > 10
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