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Machine Learning Algorithms for Problem Solving in Computational Applications

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出版日:2012/06/30 作者:Siddhivinayak Kulkarni (EDT)  出版社:Igi Global  裝訂:精裝
The 21 papers in this collection develop new algorithms for helping machines learn from previous data and describe the application of machine learning algorithms to image retrieval, computer vision, h
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Understanding Machine Learning ― From Theory to Algorithms
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出版日:2014/05/31 作者:Shai Shalev-Shwartz  出版社:Cambridge Univ Pr  裝訂:精裝
Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides a theoretical account of the fundamentals underlying machine learning and the mathematical derivations that transform these principles into practical algorithms. Following a presentation of the basics, the book covers a wide array of central topics unaddressed by previous textbooks. These include a discussion of the computational complexity of learning and the concepts of convexity and stability; important algorithmic paradigms including stochastic gradient descent, neural networks, and structured output learning; and emerging theoretical concepts such as the PAC-Bayes approach and compression-based bounds. Designed for advanced undergraduates or beginning graduates, the text makes the fundamentals and algorithms of machine learning accessible t
優惠價: 9 2807
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180 Days of Problem Solving for Kindergarten
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出版日:2016/10/03 作者:Jessica Hathaway  出版社:Shell Education  裝訂:平裝
Take your students on a year-round problem-solving adventure with thematic units that hone in on the key skills needed to meet today's standards. With the changes in mathematics standards, teachers ne
優惠價: 85 743
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Secrets of Power Problem Solving
75 折
出版日:2011/05/26 作者:Roger Dawson  出版社:Mcgraw-Hill; Inc.  裝訂:平裝
Let's face it: very few people have studied how to solve problems. Problems knock us down like a tsunami and we don't know what to do about it. We lie awake at night worrying about it and spend our days stressing out over a situation that only seems to get worse.It doesn't have to be that way. Roger Dawson has taught hundreds of thousands of people has to negotiate, persuade, and make decisions, with his lectures, audio programs and books, and now he has turned his attention to something that everyone needs: a way to solve life's problems.Secrets of Power Problem Solving provides proven techniques and sure-fire strategies for solving eveything the world throws at you. You'll enjoy greater success as you learn how to:*Treat every problem as a golden opportunity.*Make your intuition work for you.*Evaluate your available choices.*Create options when you see no solution.*Avoid problems in the first place.*And much, much more!
優惠價: 75 408
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Sticker Activity ABC
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出版日:2008/08/19 作者:Roger Priddy  出版社:Priddy Books US  裝訂:平裝
First learning fun for preschoolers Combination of puzzles, coloring, activities and over 100 stickers Encourage hand-eye coordination and problem-solving skills
優惠價: 79 151
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出版日:2008/11/13 作者:Zhang  出版社:John Wiley & Sons Inc  裝訂:精裝
An introduction to machine learning methods and their applications to problems in bioinformatics Machine learning techniques are increasingly being used to address problems in computational biology a
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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
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180 Days of Problem Solving for Third Grade
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出版日:2016/10/03 作者:Kristin Kemp  出版社:Shell Education  裝訂:平裝
Take your students on a year-round problem-solving adventure with thematic units that hone in on the key skills needed to meet today's standards. With the changes in mathematics standards, teachers ne
優惠價: 85 743
庫存:1
180 Days of Problem Solving for Fourth Grade
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出版日:2016/10/03 作者:Chuck Aracich  出版社:Shell Education  裝訂:平裝
Take your students on a year-round problem-solving adventure with thematic units that hone in on the key skills needed to meet today's standards. With the changes in mathematics standards, teachers ne
優惠價: 85 743
庫存:1
Unsupervised Machine Learning for Clustering in Political and Social Research
90 折
出版日:2020/09/30 作者:Philip D. Waggoner  出版社:Cambridge Univ Pr  裝訂:平裝
In the age of data-driven problem-solving, applying sophisticated computational tools for explaining substantive phenomena is a valuable skill. Yet, application of methods assumes an understanding of the data, structure, and patterns that influence the broader research program. This Element offers researchers and teachers an introduction to clustering, which is a prominent class of unsupervised machine learning for exploring and understanding latent, non-random structure in data. A suite of widely used clustering techniques is covered in this Element, in addition to R code and real data to facilitate interaction with the concepts. Upon setting the stage for clustering, the following algorithms are detailed: agglomerative hierarchical clustering, k-means clustering, Gaussian mixture models, and at a higher-level, fuzzy C-means clustering, DBSCAN, and partitioning around medoids (k-medoids) clustering.
優惠價: 9 972
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Data Mining and Machine Learning ― Fundamental Concepts and Algorithms
90 折
出版日:2020/02/29 作者:Mohammed J. Zaki  出版社:Cambridge Univ Pr  裝訂:精裝
The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and graduate courses provides a comprehensive, in-depth overview of data mining, machine learning and statistics, offering solid guidance for students, researchers, and practitioners. The book lays the foundations of data analysis, pattern mining, clustering, classification and regression, with a focus on the algorithms and the underlying algebraic, geometric, and probabilistic concepts. New to this second edition is an entire part devoted to regression methods, including neural networks and deep learning.
優惠價: 9 3288
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出版日:2019/11/13 作者:Tang  出版社:John Wiley & Sons Inc  裝訂:精裝
An authoritative guide to computer simulation grounded in a multi-disciplinary approach for solving complex problems Simulation and Computational Red Teaming for Problem Solving offers a review of com
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出版日:2018/01/03 作者:eculai Andrei  出版社:Springer Verlag  裝訂:平裝
This book presents the theoretical details and computational performances of algorithms used for solving continuous nonlinear optimization applications imbedded in GAMS. Aimed toward scientists and gr
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出版日:2017/10/20 作者:E. R. Davies  出版社:Academic Pr  裝訂:精裝
Computer Vision: Principles, Algorithms, Applications, Learning (previously entitled Computer and Machine Vision) clearly and systematically presents the basic methodology of computer vision, covering
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出版日:2015/06/25 作者:Aristomenis S. Lampropoulos; George A. Tsihrintzis  出版社:Springer Verlag  裝訂:精裝
This timely book presents Applications in Recommender Systems which are making recommendations using machine learning algorithms trained via examples of content the user likes or dislikes. Recommender
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
出版日:2014/04/30 作者:S. Y. Kung  出版社:Cambridge Univ Pr  裝訂:精裝
Offering a fundamental basis in kernel-based learning theory, this book covers both statistical and algebraic principles. It provides over 30 major theorems for kernel-based supervised and unsupervised learning models. The first of the theorems establishes a condition, arguably necessary and sufficient, for the kernelization of learning models. In addition, several other theorems are devoted to proving mathematical equivalence between seemingly unrelated models. With over 25 closed-form and iterative algorithms, the book provides a step-by-step guide to algorithmic procedures and analysing which factors to consider in tackling a given problem, enabling readers to improve specifically designed learning algorithms, build models for new applications and develop efficient techniques suitable for green machine learning technologies. Numerous real-world examples and over 200 problems, several of which are Matlab-based simulation exercises, make this an essential resource for graduate student
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出版日:2014/02/27 作者:Ling Zhang; Bo Zhang  出版社:Elsevier Science Ltd  裝訂:精裝
Quotient Space Based Problem Solving provides an in-depth treatment of hierarchical problem solving, computational complexity, and the principles and applications of multi-granular computing, includin
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
MACHINE VISION ALGORITHMS AND APPLICATIONS
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出版日:2007/11/14 作者:STEGER  出版社:JOHN WILEY & SONS;LTD  裝訂:平裝
Machine Vision Algorithms and Applications is the first up-to-date textbook for machine vision software provides all the details on the theory and practical use of the relevant algorithms. The first
優惠價: 9 2392
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出版日:1999/11/01 作者:Sara Baase; Allen Van Gelder  出版社:Pearson College Div  裝訂:精裝
This college textbook introduces algorithms for solving real problems that arise frequently in computer applications, basic principles of computational complexity, and NP -completeness and parallel a
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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: 79 661
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Smart Start: Beginning Coding Stories and Activities, Grade Prek (附QRCODE音檔)
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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
Give your preschooler a strong computer science foundation with Smart Start: Beginning Coding Stories and Activities. Children will learn important coding concepts with engaging stories and practice activities. Based on the K-12 Computer Science Framework, this dynamic early learning series helps children understand coding concepts to develop a strong foundation in computer science, including computational thinking, problem solving, and critical thinking. Each full-color activity book is organized into eight themed units around one coding concept and includes: - Coding stories that demonstrate what coders do and include an audio read-aloud feature - Concept pages that connect coding concepts to real-world situations - Practice activities that reinforce important coding rules - Review pages for every coding concept practiced - Coding projects with print-based games and puzzles - Mini coding handbook with key terms Computer science concepts and skills help early learners become critical
優惠價: 79 331
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Smart Start: Beginning Coding Stories and Activities, Grade K (附QRCODE音檔)
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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
Give your kindergartner a strong computer science foundation with Smart Start: Beginning Coding Stories and Activities. Children will learn important coding concepts with engaging stories and practice activities. Based on the K-12 Computer Science Framework, this dynamic early learning series helps children understand coding concepts to develop a strong foundation in computer science, including computational thinking, problem solving, and critical thinking. Each full-color activity book is organized into eight themed units around one coding concept and includes: - Coding stories that demonstrate what coders do and include an audio read-aloud feature - Concept pages that connect coding concepts to real-world situations - Practice activities that reinforce important coding rules - Review pages for every coding concept practiced - Coding projects with print-based games and puzzles - Mini coding handbook with key terms Computer science concepts and skills help early learners become critica
優惠價: 79 331
庫存:3
Smart Start: Beginning Coding Stories and Activities, Grade 1 (附QRCODE音檔)
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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
Give your first grader a strong computer science foundation with Smart Start: Beginning Coding Stories and Activities. Children will learn important coding concepts with engaging stories and practice activities. Based on the K-12 Computer Science Framework, this dynamic early learning series helps children understand coding concepts to develop a strong foundation in computer science, including computational thinking, problem solving, and critical thinking. Each full-color activity book is organized into eight themed units around one coding concept and includes: - Coding stories that demonstrate what coders do and include an audio read-aloud feature - Concept pages that connect coding concepts to real-world situations - Practice activities that reinforce important coding rules - Review pages for every coding concept practiced - Coding projects with print-based games and puzzles - Mini coding handbook with key terms Computer science concepts and skills help early learners become critical
優惠價: 79 331
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Skill Sharpeners Math, Grade 2 (Updated, with QR code downloadable teacher guide)
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出版日:2021/01/01 作者:Evan Moor  出版社:EVAN MOOR EDUC PUBL  裝訂:平裝
Provide engaging math practice and see children’s math and problem-solving skills improve with Skill Sharpeners: Math activity books! The colorful theme-based activities create enjoyable learning expe
優惠價: 79 331
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Skill Sharpeners Math, Grade 4 (Updated, with QR code downloadable teacher guide)
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出版日:2021/01/01 作者:Evan Moor  出版社:EVAN MOOR EDUC PUBL  裝訂:平裝
Provide engaging math practice and see children’s math and problem-solving skills improve with Skill Sharpeners: Math activity books! The colorful theme-based activities create enjoyable learning expe
優惠價: 79 331
庫存:5
Skill Sharpeners Math, Grade 5 (Updated, with QR code downloadable teacher guide)
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出版日:2021/01/01 作者:Evan Moor  出版社:EVAN MOOR EDUC PUBL  裝訂:平裝
Provide engaging math practice and see children’s math and problem-solving skills improve with Skill Sharpeners: Math activity books! The colorful theme-based activities create enjoyable learning expe
優惠價: 79 331
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Skill Sharpeners Math, Grade 6 (Updated, with QR code downloadable teacher guide)
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出版日:2021/01/01 作者:Evan Moor  出版社:EVAN MOOR EDUC PUBL  裝訂:平裝
Provide engaging math practice and see children’s math and problem-solving skills improve with Skill Sharpeners: Math activity books! The colorful theme-based activities create enjoyable learning expe
優惠價: 79 331
庫存:4
Coding Concepts for Kids: Learn to Code Without a Computer
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出版日:2020/11/10 作者:Randy Lynn  出版社:Rockridge Pr  裝訂:平裝
Coding for kids without a computer--an offline skill-building book for ages 5 to 7 Coding helps kids develop analytical thinking, problem-solving abilities, and beyond In this exciting guide to coding for kids, your child will discover the core concepts of coding through colorful games and activities--without using a computer. These fun challenges can be done right inside the book or with everyday objects to help kids practice the same skills coders use, like writing clear instructions, recognizing patterns, and working efficiently. There's even a place for your beginner to invent their own codes This coding for kids book features: Coding fundamentals--Practice algorithms, loops, conditionals, optimization, debugging, and variables with games that help kids think like a computer programmer. Meet the coder crew--Explore coding for kids with a whole cast of characters, including Al the helper, Pixel the creative expert, Lo the problem-solver, Bug the pattern-spotter, and their robot dog
優惠價: 79 331
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Architect Academy ― Are You Ready for the Challenge?
79 折
出版日:2016/06/30 作者:Steve Martin; Essi Kimpimaki (ILT)  出版社:Kane Miller Book Pub  裝訂:平裝
From designing a residential street and your perfect play park to learning some of the math skills used by architects, how to read floor plans, and the basics of interior design, the activities in this innovative book encourage imaginative play and problem solving. Includes stickers, a pull-out poster, and press-out game cards.
優惠價: 79 391
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DATA STRUCTURES AND ALGORITHMS IN JAVA 5/E INTERNATIONAL STUDENT VERSION
90 折
出版日:2010/03/16 作者:GOODRICH  出版社:JOHN WILEY & SONS;LTD  裝訂:平裝
Using a unique multimedia format for learning the fundamentals of data structures and algorithms, this conceptually elegant and innovative text incorporates the object-oriented design paradigm with Ja
優惠價: 9 1170
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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:2018/01/31 作者:Md. Rezaul Karim  出版社:Packt Pub Ltd  裝訂:平裝
Powerful smart applications using deep learning algorithms to dominate numerical computing, deep learning, and functional programming.Key FeaturesExplore machine learning techniques with prominent ope
優惠價: 1 2819
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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 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:精裝
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 2693
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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]。
Intersection and Decomposition Algorithms for Planar Arrangements
90 折
出版日:2010/09/09 作者:Pankaj K. Agarwal  出版社:Cambridge Univ Pr  裝訂:平裝
Several geometric problems can be formulated in terms of the arrangement of a collection of curves in a plane, which has made this one of the most widely studied topics in computational geometry. This book, first published in 1991, presents a study of various problems related to arrangements of lines, segments, or curves in the plane. The first problem is a proof of almost tight bounds on the length of (n,s)-Davenport–Schinzel sequences, a technique for obtaining optimal bounds for numerous algorithmic problems. Then the intersection problem is treated. The final problem is improving the efficiency of partitioning algorithms, particularly those used to construct spanning trees with low stabbing numbers, a very versatile tool in solving geometric problems. A number of applications are also discussed. Researchers in computational and combinatorial geometry should find much to interest them in this book.
優惠價: 9 1696
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出版日:2000/01/27 作者:Sait  出版社:John Wiley & Sons Inc  裝訂:平裝
Iterative Computer Algorithms with Applications in Engineering describes in-depth the five main iterative algorithms for solving hard combinatorial optimization problems: Simulated Annealing, Genetic
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
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
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Solution of Certain Problems in Quantum Mechanics
66 折
出版日:2018/03/21 作者:A. Bolotin; A. Pozamantir; A. Raudeliunas  出版社:Dover Pubns  裝訂:平裝
Intended for advanced undergraduates and graduate students in mathematics, physics, and chemistry, this work teaches problem-solving using the theory of special functions. The concise treatment presen
優惠價: 66 324
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The Official ScratchJr Book ─ Help Your Kids Learn to Code
66 折
出版日:2015/10/25 作者:Marina Umaschi Bers; Mitchel Resnick  出版社:No Starch Pr  裝訂:平裝
From the creators of Scratch comes ScratchJr, a programming language designed for young children (ages 5-7).The ScratchJr Book is the perfect addition to the free app and makes coding and computer science easy and fun for all ages!In The ScratchJr Book, kids learn by playing with programming blocks and building their own animated collages, interactive stories, and playable games.Thirty step-by-step activities help kids develop computational thinking, problem-solving, and design skills. Each chapter has several smaller activities that build on one other, culminating with a fun, final project. By the end of the book kids and parents will be ready for all sorts of new programming adventures.Each activity includes:step-by-step, easy-to-follow directionsliteracy and math connectiontips for grown ups and teachers creative challenges to explore and grow!
優惠價: 66 500
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