Mastering Python Design Patterns

產品特色： 1.操作性：可透過操作實現理論的結果。 2.解釋性：可透過實驗對人工智慧理論有進一步的了解與認識。 3.趣味性：實驗均具有實際應用背景，可提高讀者對應用的興趣。 4.書中採用Python 程式設計語言，以及開源工具（ TensorFlow、PyTorch等）、演算法（決策樹、關聯學習等），用於講解專家系統工具Prolog、搜索空間等相關知識，更提供實驗所需的大量資料庫。 5.書中實驗可

Principles and Techniques、Design: Basic Principles and Techniques、The Art of Experimentation、Replication、Blocking、Randomization、Analysis: Basic Principles and Techniques、Planning Experiments、A Checkli

Help your child become a global citizen with this accessible introduction to the people who live on our planet, with big ideas broken into bite-size chunks through clever graphic design. Perfect for h

Simone Grünewald is a 3dtotal Publishing favorite as the designer of popular characters for Character Design Quarterly magazine, and the author of Sketch Every Day, a book packed with her much sought-

The long-awaited third monograph on the work of the most important British designer of his generation, showcasing projects from the last thirty years of his career. Neville Brody’s work sits at the intersections between graphic design, communication design and graphic art, pushing boundaries and blurring lines between them as he fuses influences from art, design, fashion, music, low and high cultures. Brody has been one of the most consistently innovative and shapeshifting graphic designers of the past fifty years.He has produced a body of commercial work covering editorial, brand identity, typography, systems, information and interface design of unparalleled boldness and sophistication for global clients that include Shiseido, Coca-Cola, Samsung, Nikon, LVMH, Nike and Dom Perignon, and UK clients such as the BBC, Channel 4, Tate Modern and The Times. The Graphic Language of Neville Brody 3 also captures a body of one-off creative works and site-specific collaborations that are motivat

詳細闡釋基本操作及使用訣竅由淺入深輕鬆學習零負擔！本書介紹CATIA的線架構與曲面設計（Wirefram & Surface Design）、自由造型（FreeStyle）、曲面模型（Wireframe and Surface Design）、數位曲面編輯（Digital Shape Editor）與寫真攝影（Photo Studio）等五單元。線架構與曲面造型能力設計單元與自由造型單元，

This book explains psychological, sociopolitical and organisational change in multidisciplinary settings. It shows how advanced techniques of contextual analysis can be applied to complex situations and offers a new cybernetic agency paradigm based on living systems theory. It models, diagnoses, and analyses complex, realworld situations to anticipate patterns of behaviour.

Design and deploy advanced vibration protection systems based on elastic composites under post-buckling, with this essential reference. Methods for designing vibration protection systems with negative and quasi-zero stiffness are formulated, explained, and demonstrated in practice. All key steps of the system design are covered, including the type and number synthesis, modelling and studying of stress-strain state under post-buckling of elastic composite designs, chaotic dynamics and stability conditions, real-time dimensioning, and active motion control. In addition to coverage of underlying theory, the use in helicopters, buses, railroad vehicles, construction equipment and agricultural machinery are included. An excellent reference for researchers and practicing engineers, as well as a tutorial for university students and professors with an interest in study, development and application of alternative methods of vibration protection anywhere.

This book gives an up-to-date overview of methodological and data-analytical issues of cross-cultural studies. Written by leading experts in the field, it presents the most important tools for doing cross-cultural research and outlines design considerations, methods, and analytical techniques that can improve ecological validity and help researchers to avoid pitfalls in cross-cultural psychology. By focusing on the relevant research questions that can be tackled with particular methods, it provides practical guidance on how to translate conceptual questions into decisions on study design and statistical techniques. Featuring examples from cognitive and educational assessment, personality, health, and intercultural communication and management, and illustrating key techniques in feature boxes, this concise and accessible guide is essential reading for researchers, graduate students, and professionals who work with culture-comparative data.

NEW EXPANDED EDITION OF THE GREAT BROSMIND ARTBOOK! Brosmind is a Barcelona-based design studio formed by the brothers Juan and Alejandro Mingarro in 2006. This prolific creative tandem has shaped campaigns for firms such as Nike, Gillette or Microsoft, exhibited their work in galleries around the world and accumulated so many international awards for their work that it would be impossible to list them here. More WHY HOW WHAT is the expanded and updated edition of his first great art book, which brings together his most representative works and illustrates his creative process through photographs, sketches and texts. An incomparable visual display and an object of desire that should not be missing on the shelf of any design lover.

Do you already know Python and love using this programming language to create stunning projects? Are you looking to increase your programming skills and stay up to date with the latest languages and trends?Then you've probably been wanting to learn Raspberry Pi 4.Now you can!This comprehensive step-by-step guide will teach you everything you need to know about installing, programming, and learning Raspberry Pi 4.With detailed instructions, tips, tricks, and a full index for you to refer back to, every programmer who desires to learn Raspberry Pi 4 must have this book by their computers.With this book in your hands, you will: Learn step-by-step how to install Raspbian and set up Raspberry Pi 4 to create stunning programs and automationReplace your PC with Raspberry Pi 4 so your computer is completely customizable how you like itBecome a better programmer with Python and practice your coding skills with the steps contained in this bookCreate incredible projects and programs with Raspberr

Florence Knoll (1917–2019) was a leading force of modern design. She worked from 1945 to 1965 at Knoll Associates, first as business partner with her husband Hans Knoll, later as president after his d

The pioneer of Dutch architectural modernism sets out his design visionIn the 1910s, Dutch architect Jacobus Johannes Pieter Oud (1890-1963) developed a new vision of modernist design with highly geometric construction through his government-commissioned housing blocks in Rotterdam. Though more closely associated with the concurrent De Stijl movement, Oud's forward-thinking approach to architecture also proved indispensable to the Bauhaus school of thought. "What has happened teaches lessons for what is to come," writes Oud in this examination of Dutch architecture, in which he summarizes theoretical and practical findings. Oud's main concerns were with the establishment of cost-effective construction methods in concert with an attention to utility and human psychology.As part of the publisher's ongoing Bauhausbher series, Lars Mler has released a facsimile edition of Oud's text translated into English with the original design and typography.

If you think reading is boring, then you can pretend to read this book! In this funny design-driven book, Beth Bacon gets reluctant readers reading and laughing in spite of themselves!A lonely book ma

In order to design, enact, and protect poverty alleviation policies in developing countries, we must first understand the psychology of how the poor react to their plight, and not just the psychology of the privileged called upon for sacrifice. This book integrates social and psycho-dynamic psychology, economics, policy design, and policy-process theory to explore ways to follow through on successful poverty-alleviation initiatives, while averting destructive conflict. Using eight case studies across Latin America, Southeast Asia, and South Asia, William Ascher examines successes and failures in helping the poor through affirmative action, cash transfers, social-spending targeting, subsidies, and regional development. In doing so, he demonstrates how social identities, attributions of deservingness, and perceptions of the policy process shape both the willingness to support pro-poor policies and the conflict that emerges over distributional issues.

這幾年心中總想寫一本可以讓擁有高中數學程度的讀者即可看懂人工智慧、機器學習或深度學習的書籍，或是說看了不會想睡覺的機器學習書籍，這個理念成為我撰寫這本書籍很重要的動力。為了卸除數學心房，筆者撰寫此書依循原則如下： ★：數學原理彩色圖解。 ★：手工計算基礎數學。 ★：Python程式高效實作。 這本數撰寫的幾個特色如下： ☆：全數共用約205個Python實例，講解機器學習的基礎數學 ☆：極詳細、超清楚、帶領讀者從畏懼數學到喜歡數學 ☆：複雜的數學符號重新拆解，原來可以很容易 ☆：了解機器學習的數學原理，讓機器學習程式充滿智慧靈魂 在徹底研究機器學習後，筆者體會許多基礎數學不是不會與艱難而是生疏了，如果機器學習的書籍可以將複雜公式從基礎開始一步一步推導，其實可以很容易帶領讀者進入這個領域，同時感受數學不再如此艱澀，這也是我撰寫本書時時提醒自己要留意的事項。 研究機器學習雖然有很多模組可以使用，但是如果不懂相關數學原理，坦白說筆者不會相信未來你在這個領域會有所成就，這本書講解了下列相關數學的基本知識。 ■ 資料視覺化使用matplotlib、Seaborn ■ 基礎數學模組Math ■ 基礎數學模組Sympy ■ 數學應用模組Numpy ■ 將LaTeX應用在圖表 ■ 機器學習基本觀念 ■ 從方程式到函數 ■ 方程式與機器學習 ■ 從畢氏定理看機器學習 ■ 聯立方程式與聯立不等式與機器學習 ■ 機器學習需要知道的二次函數與三次函數 ■ 數據擬合、決定係數與迴歸曲線製作 ■ 數據預測 ■ 機器學習的最小平方法 ■ 機器學習必須知道的集合與機率 ■ 機率觀念與貝式定理的運用－COVID-19的全民普篩準確性推估 ■ 筆者講解指數與對數的運算規則，同時驗證這些規則 ■ 除了講解機器學習很重要的歐拉數(Euler’s Number)，更說明歐拉數的由來 ■ 認識邏輯(logistic)函數與logit函數 ■ 三角函數 ■ 大型運算子運算 ■ 向量、矩陣與線性迴歸 ■ 統計知識 ■ 機器學習模組scikit-learn，監督學習與無監督學習。 相關書籍 這本書是筆者所著機器學習系列書的起點，讀者還可以閱讀下列書籍：

This book gives an up-to-date overview of methodological and data-analytical issues of cross-cultural studies. Written by leading experts in the field, it presents the most important tools for doing cross-cultural research and outlines design considerations, methods, and analytical techniques that can improve ecological validity and help researchers to avoid pitfalls in cross-cultural psychology. By focusing on the relevant research questions that can be tackled with particular methods, it provides practical guidance on how to translate conceptual questions into decisions on study design and statistical techniques. Featuring examples from cognitive and educational assessment, personality, health, and intercultural communication and management, and illustrating key techniques in feature boxes, this concise and accessible guide is essential reading for researchers, graduate students, and professionals who work with culture-comparative data.

A unique text integrating numerics, mathematics and applications to provide a hands-on approach to using optimization techniques, this mathematically accessible textbook emphasises conceptual understanding and importance of theorems rather than elaborate proofs. It allows students to develop fundamental optimization methods before delving into MATLAB®'s optimization toolbox, and to link MATLAB's results with the results from their own code. Following a practical approach, the text demonstrates several applications, from error-free analytic examples to truss (size) optimization, and 2D and 3D shape optimization, where numerical errors are inevitable. The principle of minimum potential energy is discussed to highlight the deep relationship between engineering and optimization. MATLAB code in every chapter illustrates key concepts and the text demonstrates the coupling between MATLAB and SOLIDWORKS® for design optimization. A wide variety of optimization problems are covered including con

Providing the first truly comprehensive overview of Network Tomography - a novel network monitoring approach that makes use of inference techniques to reconstruct the internal network state from external vantage points - this rigorous yet accessible treatment of the fundamental theory and algorithms of network tomography covers the most prominent results demonstrated on real-world data, including identifiability conditions, measurement design algorithms, and network state inference algorithms, alongside practical tools for applying these techniques to real-world network management. It describes the main types of mathematical problems, along with their solutions and properties, and emphasizes the actions that can be taken to improve the accuracy of network tomography. With proofs and derivations introduced in an accessible language for easy understanding, this is an essential resource for professional engineers, academic researchers, and graduate students in network management and netwo

本書以任務為載體，以實施過程為主線，將知識點穿插到任務實施過程中，知識體系的構建循序漸進、由易到難、由淺入深，符合普遍認知規律。本書以Hadoop大數據平臺為重點，主要內容包括預備知識、準備Hadoop環境、搭建Hadoop大數據平臺、使用Java語言編寫MapReduce程序、使用Python語言編寫MapReduce程序、Hadoop系統的常見故障及應對和Hadoop系統運維。

Scandinavian design is a movement characterised by simplicity, minimalism and functionality that emerged in the early 20th century, and subsequently flourished in the 1950s throughout the five Nordic countries: Norway, Sweden, Finland, Denmark, and Iceland. Scandinavian designers are known especially for household goods including furniture, textiles, ceramics, lamps, and glass, but Scandinavian design has been extended to be an influential movement in architecture and industrial design. High On...Scandinavian Architects presents twenty-eight architects from Scandinavia with their latest projects from the areas of residential, commercial and public buildings.Whether large or small, sharp-edged or soft, coarse or fine, the architecture depicted in this volume is characterised by the iconoclastic flair of Scandinavia.

全書主要分為三部分內容。首先概述了人工智能的基礎知識，包括基本概念、發展簡史、應用現狀；然後闡述了人工智能的核心知識，包括計算機視覺、機器學習、生物特徵識別等關鍵技術和機器人、計算機圖形學、多媒體技術等相關技術；最後介紹了Python相關知識，帶領讀者實現人工智能應用的快速入門，體現了理論教學和實踐實訓的有機統一。

This first-ever comprehensive book on cellular compartment floor plans discusses this versatile design principle based on designs by renowned Basel-based firm Luca Selva Architects, one of the interna

The industry bible for communication design and illustration professionals, with updated information, listings, and pricing guidelines.Graphic Artists Guild Handbook is the industry bible for communic

Learn about the very first Barbie doll, explore all the careers Barbie has had over the years, and design your own Barbie-inspired looks using her clothes and accessories in this interactive book with

An accessible introduction to modern languages, these billingual readers retell the best loved fairy tales with parallel text in English and French. A picture book design supports simple, accessible

本書幫你掌握通過機器學習和深度學習來識別和解決復雜問題所需的基本技能。本書使用了流行的 Python機器學習生態系統中的真實示例，將成為你在學習機器學習的藝術和科學並成為一名成功的從業者道路上的完美伴侶。本書中使用的概念、技術、工具、框架和方法將教會你如何成功思考、設計、構建和執行機器學習系統和項目，並利用這些知識解決一些來自不同領域的實際問題，包括零售、運輸、電影、音樂、計算機視覺、藝術和金融。

For over 40 years, Warship has been the leading annual resource on the design, development, and deployment of the world's combat ships. Featuring a broad range of articles from a select panel of disti

Discover new and exciting Minecraft builds made easy, broken down into manageable pieces--written in official partnership with the experts at game-creator Mojang. Learn how to design, build and custom

本書借助大量有趣的模型和實例，介紹複雜系統及模型的相關概念。本書使用的Python語言被認為是非常優秀的資料分析和建模工具，設計高效且易學易用。本書採用理論分析與實踐相結合的方式，建立系統的數學模型及相應的計算機模型和虛擬模擬實驗。本書適合對複雜性科學有濃厚興趣並具備一定計算機程序設計技術的讀者閱讀。希望讀者通過閱讀本書，可以學會用模型思考問題，掌握對自然、經濟和社會中複雜現象的建模與模擬技術，從而研究和預測它們的發展態勢。本書配套的程式原始程式碼，可以登錄華信教育資源網免費下載。 本書適合作為高等院校管理類、工程類、信息技術類等專業的相關課程教材，也可供社會相關從業人員參考閱讀。

在徹底研究機器學習後，筆者體會許多基礎數學不是不會與艱難而是生疏了，如果機器學習的書籍可以將複雜公式從基礎開始一步一步推導，其實可以很容易帶領讀者進入這個領域，同時感受數學不再如此艱澀，這也是我撰寫本書時時提醒自己要留意的事項。 研究機器學習雖然有很多模組可以使用，但是如果不懂相關數學原理，坦白說筆者不會相信未來你在這個領域會有所成就。 這本書講解了下列相關數學的基本知識。 ► 資料視覺化使用matplotlib ► 基礎數學模組Math ► 基礎數學模組Sympy ► 數學應用模組Numpy ► 機器學習基本觀念 ► 從方程式到函數 ► 方程式與機器學習 ► 從畢氏定理看機器學習 ► 聯立方程式與聯立不等式與機器學習 ► 機器學習需要知道的二次函數 ► 機器學習的最小平方法 ► 機器學習必須知道的集合與機率 ► 機率觀念與貝式定理的運用－COVID-19的全民普篩準確性推估 ► 筆者講解指數與對數的運算規則，同時驗證這些規則 ► 除了講解機器學習很重要的歐拉數(Euler’s Number)，更說明歐拉數的由來 ► 認識邏輯(logistic)函數與logit函數 ► 三角函數 ► 大型運算子運算 ► 向量、矩陣與線性迴歸 未來相關書籍 這本書是筆者機器學習系列書的起點，未來還將撰寫下列書籍： 機器學習：彩色圖解 + 微積分篇 + Python實作 本書特色 這幾年心中總想寫一本可以讓擁有高中數學程度的讀者即可看懂人工智慧、機器學習或深度學習的書籍，或是說看了不會想睡覺的機器學習書籍，這個理念成為我撰寫這本書籍很重要的動力。為了卸除數學心房，筆者撰寫此書依循原則如下： 1：數學原理彩色圖解。 2：手工計算基礎數學。 3：Python程式高效實作。 這本書撰寫的幾個特色如下： 1：全書共用150個Python實例，講解機器學習的基礎數學 2：極詳細、超清楚、帶領讀者從畏懼數學到喜歡數學 3：複雜的數學符號重新拆解，原來可以很容易 4：了解機器學習的數學原理，讓機器學習程式充滿智慧靈魂

foundations of duct acoustics to the acoustic design of duct systems, through practical modeling, optimization and measurement techniques. Discover in-depth analyses of one- and three-dimensional models of sound generation, propagation and radiation, as techniques for assembling acoustic models of duct systems from simpler components are described. Identify the weaknesses of mathematical models in use and improve them by measurement when needed. Cope with challenges in acoustic design, and improve understanding of the underlying physics, by using the tools described. An essential reference for engineers and researchers who work on the acoustics of fluid machinery ductworks.

Cesari argues that both religious and national communities are defined by the three Bs: belief, behaviour and belonging. By focusing on the ways in which these three Bs intersect, overlap or clash, she identifies the patterns of the politicization of religion, and vice versa, in any given context. Her approach has four advantages: firstly, it combines an exploration of institutional and ideational changes across time, which are usually separated by disciplinary boundaries. Secondly, it illustrates the heuristic value of combining qualitative and quantitative methods by statistically testing the validity of the patterns identified in the qualitative historical phase of the research. Thirdly, it avoids reducing religion to beliefs by investigating the significance of the institution-ideas connections, and fourthly, it broadens the political approach beyond state-religion relations to take into account actions and ideas conveyed in other arenas such as education, welfare, and culture.

An introduction to the theory and engineering practice that underpins the component design and analysis of radial flow turbocompressors. Drawing upon an extensive theoretical background and years of practical experience, the authors provide descriptions of applications, concepts, component design, analysis tools, performance maps, flow stability, and structural integrity, with illustrative examples. Features wide coverage of all types of radial compressor over many applications unified by the consistent use of dimensional analysis. Discusses the methods needed to analyse the performance, flow, and mechanical integrity that underpin the design of efficient centrifugal compressors with good flow range and stability. Includes explanation of the design of all radial compressor components, including inlet guide vanes, impellers, diffusers, volutes, return channels, de-swirl vanes and side-streams. Suitable as a reference for advanced students of turbomachinery, and a perfect tool for practi

Cesari argues that both religious and national communities are defined by the three Bs: belief, behaviour and belonging. By focusing on the ways in which these three Bs intersect, overlap or clash, she identifies the patterns of the politicization of religion, and vice versa, in any given context. Her approach has four advantages: firstly, it combines an exploration of institutional and ideational changes across time, which are usually separated by disciplinary boundaries. Secondly, it illustrates the heuristic value of combining qualitative and quantitative methods by statistically testing the validity of the patterns identified in the qualitative historical phase of the research. Thirdly, it avoids reducing religion to beliefs by investigating the significance of the institution-ideas connections, and fourthly, it broadens the political approach beyond state-religion relations to take into account actions and ideas conveyed in other arenas such as education, welfare, and culture.

An optics experiment is the product of intricate planning and imagination, best learned through practice. Bringing forth the creative side of experimental physics through optics, this book introduces its readers to the fundamentals of optical design through seven key experiments. The book includes several topics to support readers preparing to enter industrial or academic research laboratories. Optical sources, model testing and fitting, noise, geometric optics, optical processes such as diffraction, interference, polarization, and optical cavities, are just some of the key topics included. Coding tutorials are provided in the book and online to further develop readers' experience with design and experimental analysis. This guide is an invaluable introduction to the creative and explorative world of laboratory optics.

本書系統介紹了基於機器學習和深度學習對文本數據進行挖掘和分析的方法，從文本分類、語音識別、主題建模、文本總結、文本生成、情感分析等多個自然語言處理的應用角度出發，對自然語言處理進行了深入解讀，通過大量Python代碼幫助讀者快速學習並實現基本的甚至較高級的自然語言處理技術。全書共六章。第1章介紹數據的收集和提取，包括從網頁、PDF、Word、HTML、JSON中收集數據；第2章介紹文本數據的處理，包括形式轉換、刪除標點符號、拼寫校正、詞幹提取、詞形還原等；第3章介紹文本特徵工程，採用的技術包括One Hot編碼、統計向量化、N-grams、哈希向量化、共生矩陣等；第4章介紹高級自然語言處理，包括文本相似度計算、詞性標注、提取實體、提取主題、情感分析、語音和文本互轉等；第5章介紹自然語言處理的行業應用，如多類分類、文本數據總結、文檔聚類、自然語言處理在搜索引擎中的應用等；第6章介紹基於深度學習的自然語言處理，通過深度學習實現信息檢索、文本分類和單詞預測。本書注重理論與實踐相結合，具有較好的實用性，可為自然語言處理或機器學習的相關從業人員以及愛好者提供業務學習指導，也可為Python程序員提供技術參考，還可為高等院校相關專業的本科生和研究生提供學習參考。

Failure to properly design, implement, and manage it can dramatically reduce mobile network efficiency, reliability and capacity. In 5G environments, time synchronization is even more important to mob