learning javascript

Migrate from pandas and scikit-Learn to PySpark to handle vast amounts of data and achieve faster data processing time. This book will show you how to make this transition by adapting your skills and leveraging the similarities in syntax, functionality, and interoperability between these tools. Distributed Machine Learning with PySpark offers a roadmap to data scientists considering transitioning from small data libraries (pandas/scikit-learn) to big data processing and machine learning with PySpark. You will learn to translate Python code from pandas/scikit-learn to PySpark to preprocess large volumes of data and build, train, test, and evaluate popular machine learning algorithms such as linear and logistic regression, decision trees, random forests, support vector machines, Na鴳e Bayes, and neural networks. After completing this book, you will understand the foundational concepts of data preparation and machine learning and will have the skills necessary to apply these methods using

本書以JavaScript作為演示代碼，比較系統地涉及各種數據結構和常見的算法面試題：常見排序算法（如冒泡排序、選擇排序、插入排序、希爾排序、歸併排序、堆排序、快速排序、計數排序、桶排序、基數排序等）、樹的相關算法、字符串算法、回溯算法、動態規劃問題等。本書中沒有可怕的數學公式與複雜度證明，而是詳細列出解題步驟，給出可以套用的算法模板。為了方便記憶，每種算法都會給出多種解，讀者只需從中選取適合自己的解即可。本書旨在要讓非科班出身的、沒有算法基礎的前端人士能夠對各種數據結構及相關算法快速上手、順利通過面試。

本書定位于零基礎讀者，較為詳細地講述了網頁設計與製作的相關方法和技巧。全書理論與案例相結合，結構清晰，內容講解循序漸進、由淺入深，並注意各個章節內容與案例之間的呼應和對照。全書共10章，內容包括HTML5入門、HTML5的常用標簽、HTML5中的對象、JavaScript基礎、CSS3基礎、HTML5頁面加載、JavaScript高級應用、使用前端框架以及兩個綜合實訓，分別是HTML5掃雷遊戲和開發通過二維碼傳輸文件的應用。本書可作為高等院校計算機、數字媒體技術、網絡與新媒體、電子商務等專業相關課程的教材，還可作為相關行業從業人員的參考書。

本書共分為7章，循序漸進地介紹Web前端的基本概念、基本原理和基本方法， 包括Web系統概述、HTML網頁編程基礎、HTML5編程基礎、CSS樣式設計基礎、CSS高級樣式設計、Javascript編程技術和DOM對象編程等內容。特色1，典型的課程思政性。為了滿足Web前端課程思政的需要，本書7章內容均由課程思政的元素內容，包括：中國域名服務器的安全問題、國產瀏覽器及內核之路和國產Web應用服務器發展問題，挖掘實現Web服務器和瀏覽器等核心的自主可控之路思政元素培養學生的家國情懷；總結HTML、CSS、JavaScript和DOM的誕生、發展歷程培養學生的工匠精神；引入 Web互聯網的中國貢獻，基於自主可控的中國北斗導航地圖的HTML5地理定位數據，中國風文化和CSS技術融合的樣式設計，培養學生的文化自信；HTML5 地理定位內容，地圖使用要遵守《中華人民共和國測繪法》，比較不同地理定位調用方法能耗問題，培養學生遵守互聯網法律法規和Web工程師職業道德；基於HTML、CSS和JavaScript等技術設計並實現了中國互聯網企業的網站、平臺、工具和生態，分析了國內外主流互聯網企業價值觀，分析網頁樣式設計的演變、網頁設計中的視覺設計和CSS樣式之美，培養學生建立符合社會主義核心價值觀的Web互聯網價值評判。特色2，豐富的案例應用性。為了滿足全國應用型本科人才培養的需要，本書定位為應用型計算機類和信息類專業的《Web前端編程基礎》課程的教材。每章安排了大量例題，每個例題都有詳細的步驟，讀者可以由淺入深地全面掌握Web前端編程的各個知識點，具有較強的應用型工程技術教材的特點。特色3，立體式的課程資源。為了方便教師授課和讀者自學，本書光盤配有符合課程思政和工程教育認證要求的《Web前端編程基礎》教學大綱、教案、PPT、源程序、習題參考答案和實驗等內容。本書可以作為大學本科生和研究生計算機類和信息類專業的教材，也可以作為對Web前端的初學者和技術人員的參考書。

Written for busy teachers, trainers, managers and students, this 'dip-in, dip-out' guide makes understanding theories of learning accessible and practical.

本書將JavaScript和jQuery基礎知識與基本技能點融入“校園志願服務網站”的9個項目共31個任務，主要內容包括走進前端交互世界、移動的歡迎頁、首頁鏈接頁、志願項目、首頁輪播圖、首頁註冊頁面、志願風采、志願之星和錦上添花。

全書分為 16 章，內容包括：網站設計基礎知識；HTML5基礎知識；CSS基本語法知識；CSS選擇器；使用CSS設置文本和段落樣式、設置圖片樣式、控制清單樣式、設計表單樣式、表格樣式、定義連結樣式；CSS濾鏡；認識盒模型、外邊距、內邊距、邊框；CSS佈局理念；絕對定位、固定定位、相對定位、浮動定位和常見佈局類型；CSS3新增功能；JavaScript概述、基本語法、程式語句；JavaScript事

本書以“採用網頁新標準技術、突破傳統知識體系結構、基於工作能力培養、置身真實工作情境”為標準，通過任務驅動的教學方式講解HTML5、CSS3、JavaScript等Web前端開發技術。本書包含8個單元、18個任務、18個實戰演練、18個強化訓練和18個課後實訓，每個項目任務又以“知識準備→實戰演練→強化訓練→課後實訓”為主線，介紹了Web基礎知識、HTML5語言基礎、HTML5新增標簽及屬性、CSS3基礎、盒子模型、HTML5表單的應用、網頁多媒體和JavaScript基礎。本書將Web前端開發技術貫穿所有的項目任務和實訓中，深入剖析了網頁佈局及樣式美化的思路和方法，使學生掌握Web前端核心技術，啟發並引導學生自主學習，並形成良好的職業素養。本書既可以作為高等院校、高等職業院校“網頁設計與製作”課程的教材，也可以作為前端與移動開發的培訓教材，還可以供從事網頁製作、網站開發、網頁編程和美工設計等方面工作的人員參考。

本書涵蓋了HTML5、CSS3、JavaScript、jQuery、Vue.js和Bootstrap等各種Web前端開發技術，在敘述有關原理時結合大量的相關實例。本書分為9章，內容包括Web前端開發概述，HTML5、CSS3語法基礎、CSS盒子模型、CSS佈局、表格與表單、響應式網頁設計、JavaScript及其框架，Bootstrap響應式網頁設計等。附錄中安排了作為課程教學的實驗。全書面向工程實際，強調原理性與實用性。 本書適合作為高等院校各專業“Web前端開發”或“網頁設計”等課程的教材，也適合作為網頁設計與製作的培訓類教材，還可供網站設計和開發人員參考使用。

隨著互聯網技術的不斷發展，JavaScript語言及其相關技術越來越受到人們的關注，各種JavaScript框架層出不窮。Vue.js作為新一代JavaScript框架的優秀代表，為廣大開發者提供了諸多便利，佔據著Web開發技術中的重要位置。 本書詳細講解了Vue.js框架的相關技術，如數據綁定、偵聽、事件、樣式控制、結構渲染等核心基礎知識；並在此基礎上，講解了組件化開發的完整邏輯；最後講解了AJAX、過渡動畫、路由、狀態管理等高級內容。本書內容翔實、結構框架清晰、講解循序漸進，注重各章以及實例之間的呼應與對照。此外，編者在本書中還編排了豐富的案例(包括綜合案例)，並對Web前端的工程化進行了必要的講解，這能夠幫助讀者鞏固所學理論知識，提高編程實戰技能。 本書既可以作為高等院校相關專業的網頁設計與製作、前端開發等課程的教材，也可以作為Vue.js初學者的入門用書。

jsPsych 是一個用於編寫在線心理學實驗的 JavaScript 框架，因其輕便、靈活、易用、可定制、支持多平臺等優點而受到學界歡迎。本書是 jsPsych 的中文版使用教程，系統介紹了使用 jsPsych 搭建實驗的流程、細節以及注意事項。本書共 13 章，首先簡單介紹這一工具的特點，然後簡要介紹使用 jsPsych 所必需的前端開發（HTML+CSS+JavaScript）基礎知識，最後詳細介紹如何利用 jsPsych 的各項功能與特性搭建實驗。書中包含了實際案例和示例代碼，旨在幫助讀者深入理解 jsPsych 的使用方法，並能夠根據自己的需求進行修改和定制。本書適合心理學相關專業教師和研究生以及心理學研究者閱讀。

本書採用通俗易懂的語言，使用HTML、CSS、JavaScript、jQuery等技術介紹交互式設計的基礎內容和核心原理，再通過項目實踐應用相關技術，理論與實踐相結合，使讀者更深刻地理解本書內容。本書共分8個單元，內容包括前端編程基礎知識、基本網頁特效、增強用戶體驗、網頁事件處理、表單處理、動效佈局以及兩個實戰項目――在線音樂播放器和來享用點餐App。本書以實用、高效為標準，內容深入淺出、循序漸進，每個單元通過多個案例演示貫穿本單元的技術內容，憑藉案例實戰提升技能，幫助讀者更好地掌握理論層面和技術層面的知識，使讀者更深入、快速地應用Web前端交互式設計。本書適合作為高等職業院校各專業“網頁設計與製作”課程的教材，也可作為Web前端開發人員培訓教材，還可作為Web開發愛好者的自學用書。

Learning Experience Design (LXD) offers a powerful new approach to creating memorable learning experiences that deliver superior outcomes, bridging the gap between creative design disciplines and the world of learning. Now, one of the field's leading pioneers has written the definitive guide to LXD: what it is, how it works, what's better about it, and how you can make the most of it. Drawing on over a decade of experience defining, applying, and teaching LXD, Niels Floor covers LXD mindsets, methods, skills, tools: everything you need to succeed. Floor guides you step-by-step through every stage of the LXD process, from preliminary questions and ideas to focused design research, prototyping to final design. Floor also introduces the world's #1 LXD tool, his own Learning Experience Canvas, together with key tools such as personas, empathy maps, and experience maps. Whether you're a professional learning designer, course developer, or corporate training specialist you'll find this guide

本書詳細介紹了Web前端開發中的三大基礎技術：HTML5、CSS3和JavaScript，以及由JavaScript衍生出來的jQuery（包含jQueryUI和jQuerymobile），並在此基礎上全面引入Bootstrap開發框架，將Bootstrap各項技術分散在各個章節之中。 主要內容包括：Web前端開發技術概述、文本樣式、盒子模型、超鏈接與導航、圖像與多媒體、容器元素、元素定位與桌面端排版、移動端頁面布局、CSS動態效果、JavaScript互動頁面、jQuery頁面特效、響應式布局與Bootstrap框架。 本書以任務為導向，結合了Web前端開發工作領域的前沿技術，將Web前端開發中需要掌握的知識系統地分布在各個任務之中。學生在操作中真正體會到Web前端開發的思路和技巧，具有很強的操作性。

本書以真實網站製作案例組織全書內容，書中主要介紹信息學院網站的製作。將該網站製作過程中的知識點進行分解，每章以小案例引導，介紹案例中的關鍵知識點，**後完成完整案例。通過案例的實現掌握利用HTML、CSS和JavaScript實現網站的關鍵技術。**後一章介紹晨豐發電設備公司動態網站的製作，該網站從設計規劃、效果圖的製作、靜態網站的實現到使用科汛CMS後臺管理系統完成動態網站，完全按照實際網站的製作過程實現。

Decolonizing University Teaching and Learning considers apprehensions around decolonizing and offers a summary of key arguments within critical discussion around its meaning and value through engagement with a growing body of literature. The contextually based and complex discussions concerning decolonization means one cannot be guided through the process in a particular way. Therefore, the text is not intended to be read as a handbook for decolonizing teaching and learning, nor is it an anthropologically oriented text. Drawing on Critical Race Theory, the book highlights the benefits of decolonizing teaching and learning for all students and staff. This book offers up the TRAAC model as an entry point for challenging conversations. By bringing together questions raised within existing scholarly discussions, the TRAAC model provides prompts to instigate deeper reflections around decolonizing by way of supporting colleagues to start a productive dialogue. Through these critically refle

The use of literary texts in language classrooms is firmly established, but new questions arise with the transfer to remote teaching and learning. How do we teach literature online? How do learners react to being taught literature online? Will new genres emerge from the COVID-19 pandemic? Is the literary canon changing?This volume celebrates the vitality of literary and pedagogic responses to the pandemic and presents research into the phenomena observed in this evolving field. One strand of the book discusses literary outputs stimulated by the pandemic as well as past pandemics. Another strand looks at the pedagogy of engaging learners with literature online, examining learners of different ages and of different proficiency levels and different educational backgrounds, including teacher education. Finally, a third strand looks at the affordances of various technologies for teaching online and the way they interact with literature and with language learning. The contributions in this v

本書以圖解的方式綜合講述數據結構及其算法，力求簡潔明瞭地闡述複雜的算法理論，以JavaScript作為描述語言解析算法的執行過程，以大量的範例程序來展示數據結構的使用及其相關算法的具體實現。 數據結構是計算機專業的核心課程之一，也是編程愛好者進行程序設計的重要基礎。本書內容體現這門必修課的完整知識體系，其中有：數組、鏈表、堆棧、隊列、樹、圖等數據結構，以及基於這些數據結構的各類算法等。為了教學的需要，每章都提供了豐富的課後習題及詳細的參考答案。 本書圖文並茂，文字簡潔、清晰，範例豐富、可操作性強，並配有教學視頻、PPT課件、範例程序源碼，可通過微信掃碼閱讀，適合學習數據結構和算法的讀者作為自學參考書，也適合作為高等院校計算機及信息相關專業的教材。

Due to the rapid development of gaming technologies in recent years, there has been a surge of interest in the role that digital games can play in foreign and second language learning. Bringing together innovative research from an international team of contributors, this book provides a comprehensive overview of the use of digital games in computer-assisted language learning (CALL).The book firstly lays the theoretical foundations and outlines various rationales for using digital games, incorporating contemporary theories of second language acquisition. It also explores the development and impact of digital games designed specifically for language learning, giving due consideration to design principles, pedagogical requirements and student health. Chapters then draw on case studies from Europe and Japan to analyse in-game interaction, attitudes and participation in both institutional and out-of-classroom settings. Seamlessly combining theory with practical application, this book outlin

時至今日，程式開發已經不再是程式工程師的專利！ 108年學年度，教育部已將程式開發列為12年國教的課鋼之一。 要不要學已經不再是爭執的重點，而是：一，怎麼學，二，在那裡用，才是我們該專注的目標。 一，怎麼學？ 程式是電腦的語言，和我們人類講的語言當然一定有代溝；而剛學程式，最早獲得就是挫折感，然後，就沒有然後了。 這應該是很多人第一次學習程式的感想吧？ 為了增加成就感，減少挫折感，筆者特地選用，號稱地表最簡單的程式語言 JavaScript 並先剪去往常講 JS 學習的書籍都會帶的 HTML 等前端語法。 從後端開始，就可以建置應用，讓各位讀書可以輕鬆分享開發成果給好友，增進各位的成就感，進而有繼續學習下去的勇氣。 有了學習的勇氣後，再一步一步的將目前程式開發大略會碰到的知識一步步代入，使各位成長。 二，在那裡用？ JavaScript 是一套很值得投資時間學習的語言，軟體開發界有一句名言「Anything that can be Written in JavaScript, will Eventually be Written in JavaScript」，意思是說：任何可以以 JavaScript 實現的應用，最終都會以 JavaScript 實現 。 放在今時今日來看，javascript 除了在網頁前端上的發光發熱之外，在其他的領域都有相對應的套件，例如：後端有 node.js ，IOT 物聯裝置有 Node-Red … 除此之外，在G的領域，Google App Script 也是以 javascript 做為基礎所以研發的語言。 在非技術工作上，培養邏輯思維；快速反應市場變化，降低對技術人員的倚賴；驗證商業構想，優化營運流程；以及規劃大型專案時，將商業需求轉譯為技術問題的能力，對於每一個人而言，應該都是數位時代職場競爭力的重要元素，也是掌握基本程式能力後，可望達成的目標。 本書特色 ★三個面向的學習重點☆ ✪程式語法的學習 基礎的程式語法是很重要的，本書前面篇幅偏重在語法的學習與練習。 例如：JS程式學習篇：基本語法練習、JS程式學習篇：函式方法與物件、JS程式學習篇：決策與迴圈、JS程式學習篇：非同步與API ✪程式應用的開發 懂了程式語法之後，就

前端開發Debug一直都是憑藉開發人員的經驗, 市場上沒有一本比較系統介紹前端開發Debug技術的圖書, 本書針對這個問題系統總結前端Debug的方法和技巧。本書共分17章。內容包括前端開發Debug概述、Debug通用技巧、DOM和CSS技巧、JavaScript技巧、API技巧、JavaScript性能分析技巧、頁面加載流程分析技巧、瀏覽器渲染性能分析技巧、用戶體驗和無障礙網頁、錯誤處理技巧、Chrome DevTools、Elements面板、Console面板、Sources面板、Network面板、Performance面板。

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

My First Preschool Workbook is the perfect introduction to early learning concepts such as letters, numbers, shapes, colours and animals.

Probabilistic numerical computation formalises the connection between machine learning and applied mathematics. Numerical algorithms approximate intractable quantities from computable ones. They estimate integrals from evaluations of the integrand, or the path of a dynamical system described by differential equations from evaluations of the vector field. In other words, they infer a latent quantity from data. This book shows that it is thus formally possible to think of computational routines as learning machines, and to use the notion of Bayesian inference to build more flexible, efficient, or customised algorithms for computation. The text caters for Masters' and PhD students, as well as postgraduate researchers in artificial intelligence, computer science, statistics, and applied mathematics. Extensive background material is provided along with a wealth of figures, worked examples, and exercises (with solutions) to develop intuition.

Encourage students to develop collaborative problem-solving skills with STEAM Project-Based Learning! The engaging STEAM tasks provide meaningful learning opportunities for students as they work together to study current real-world problems and strategize solutions to help create a better world. These complete units include in-depth activities that provide important context for students as they learn about each topic before they develop solutions. Each robust unit includes a hands-on STEAM task that provides students with a problem to solve using the design process of Problem and Task, Research, Brainstorm and Design, Make It and Explain It. Additional resources in each unit include: - Teacher Page with a unit overview and implementation suggestions - Real-World Connection that introduces the topic with a fictional story - What Is the Problem? page to help students brainstorm solutions to the issue - Learn About the Problem page that provides detailed information about the problem in t

Innovative and interdisciplinary in approach, this book explores the role of the mother tongue in second language learning. It brings together contributions from a diverse team of authors, to showcase a range of Francophone perspectives from the fields of linguistics, psychology, cross-cultural psychiatry, psychoanalysis, translation studies, literature, creative writing, the neurosciences, and more. The book introduces a major new concept: the (M)other tongue, and shows its relevance to language learning and pediatrics in a multicultural society. The first chapter explores this concept from different angles, and the subsequent chapters present a range of theoretical and practical perspectives, including counselling case studies, literary examples and creative plurilingual pedagogies, to highlight how this theory can inform practical approaches to language learning. Engaging and accessible, readers will find new ideas and methods to adopt to their own thinking and practices, whether th

This kindergarten phonics and spelling workbook combines curriculum-based language arts skills practice with puzzles, humor, and playful art in a lightweight, single-subject format designed to make learning phonics and spelling rewarding and funPhonics and spelling skills are important building blocks for reading success, and Highlights brings “Fun with a Purpose” to this essential learning activity with this forty-eight-page, full-color activity-based workbook with included achievement certificate. Created with education experts, this book covers consonant blends, rhyming words, vowel sounds, spelling patterns, and more―all designed to help kids improve reading and writing skills and build confidence in the classroom. Hidden Pictures puzzles, mazes, and other fun activities help reinforce the learning and add to the fun.

Social Studies Matters: Teaching and Learning with Authenticity inspires readers to move beyond worksheets, lectures, notes, reports, and tests in culturally relevant, applicable, and highly engaging instruction.We must immediately move past the “Sage on the stage” yammering on about this battle and that President, then handing out a bubble-sheet test to certify learning. There is a better way, and a higher calling everyone must realize. That the facts of history are democratized…and the skills of studying history are where the essential value is in the modern Social Studies classroom. We must carefully teach and allow students to practice the science and art of synthesis, understand analysis, revel in communication, and eagerly understand the events of the past so they can learn to be creative in solving the future problems of humanity. This title explores the philosophical underpinnings of the modern Social Studies classroom and adds practicality to the narrative that can be employed

本書首先詳細介紹了HTML5、CSS3和JavaScript三項Web前端開發常用技術，內容包括：HTML5設計網頁的文檔結構、文本、圖像、超鏈接、表格、表單；CSS3對表格、表單、圖片、背景、邊框等頁面元素進行樣式美化以及CSS3變形和動畫；JavaScript內置對象、對象編程，通過JavaScript操作CSS3和HTML5，實現Web前端的交互等。*後用綜合實例將三項技術結合起來，簡單直觀地講解Web前端的開發思路和過程。本書通俗易懂、構思清晰，理論與實踐並重，通過大量的實例引導讀者逐步深入學習，全面掌握Web前端開發技術。 本書既可作為高等院校本科、專科計算機等相關專業的教材，也可作為網頁設計者的參考用書。

涵蓋ES2015~ES2020中JavaScript的所有新特性以及下一版的預覽。探索新的語法：空值合並、可選鏈、let和const、類語法、私有方法、私有字段、new.target、數字分隔符、BigInt、解構、默認參數、箭頭函數、異步函數、await、生成器函數、…(rest和spread操作符)、模板字面量、二進制和八進制字面量、**(求冪運算符)、計算屬性/方法名、for-of、for-await-of、屬性的簡寫語法等。詳細介紹新特性和模式：模塊、Promise、迭代、生成器、Symbol、代理、反射、類型化數組、Atomics、共享內存、WeakMap、WeakSet等。 揭示常見的陷阱並闡述如何避免它們。展示如何跟進和參與JavaScript的改進流程。介紹如何在新特性獲得廣泛支持之前使用它們。

為【劍橋英語教學大師口袋書系列】書籍，內容針對語言學習及多元科技工具的應用提出教學實務上的建議，可做為教師參考用書。In this accessible book, Nicky Hockly draws on her extensive personal experience, along with relevant research and theory, to provide practical guidance on the effective implementation of learning technologies in language teaching. The book explores key issues including the implication of these technologies on pedagogy, the use of technology in different teaching and learning scenarios, digital evaluation and assessment, and how teachers can use technology for their own professional learning.

本教材從初學者角度出發，對DOM、BOM等內容進行了透徹地剖析，並結合項目實例進行全面詳盡的講解。是一本體系化的前端教程，教材中知識全面，且具有合理的組織體系。教材中所使用的案例貼近實戰，由淺入深，全面詳盡。對於DOM、BOM等內容進行了透徹地剖析。選取世界技能大賽試題作為實訓項目，貼近實戰，由淺入深，全面詳盡。以真實項目作為案例，將理論知識與實踐相結合，從實踐的角度進行知識點的深化與能力的拓展。將JavaScript的理論知識和方法結合到實際案例中，使得讀者能夠掌握其中思考、解決問題的方法和過程，做到“授人以漁”；在出版社網站和自建資源中心上等提供豐富的網絡資源，方便讀者進一步深化理論學習和實踐訓練，主要包括教材之外的外延知識、知識點示例程序、若干綜合項目示例程序等。

Data assimilation is a hugely important mathematical technique, relevant in fields as diverse as geophysics, data science, and neuroscience. This modern book provides an authoritative treatment of the field as it relates to several scientific disciplines, with a particular emphasis on recent developments from machine learning and its role in the optimisation of data assimilation. Underlying theory from statistical physics, such as path integrals and Monte Carlo methods, are developed in the text as a basis for data assimilation, and the author then explores examples from current multidisciplinary research such as the modelling of shallow water systems, ocean dynamics, and neuronal dynamics in the avian brain. The theory of data assimilation and machine learning is introduced in an accessible and unified manner, and the book is suitable for undergraduate and graduate students from science and engineering without specialized experience of statistical physics.

A new version of the classic and widely used text adapted for the JavaScript programming language.Since the publication of its first edition in 1984 and its second edition in 1996, Structure and Interpretation of Computer Programs (SICP) has influenced computer science curricula around the world. Widely adopted as a textbook, the book has its origins in a popular entry-level computer science course taught by Harold Abelson and Gerald Jay Sussman at MIT. SICP introduces the reader to central ideas of computation by establishing a series of mental models for computation. Earlier editions used the programming language Scheme in their program examples. This new version of the second edition has been adapted for JavaScript. The first three chapters of SICP cover programming concepts that are common to all modern high-level programming languages. Chapters four and five, which used Scheme to formulate language processors for Scheme, required significant revision. Chapter four offers new mat

Every day we interact with machine learning systems offering individualized predictions for our entertainment, social connections, purchases, or health. These involve several modalities of data, from sequences of clicks to text, images, and social interactions. This book introduces common principles and methods that underpin the design of personalized predictive models for a variety of settings and modalities. The book begins by revising 'traditional' machine learning models, focusing on adapting them to settings involving user data, then presents techniques based on advanced principles such as matrix factorization, deep learning, and generative modeling, and concludes with a detailed study of the consequences and risks of deploying personalized predictive systems. A series of case studies in domains ranging from e-commerce to health plus hands-on projects and code examples will give readers understanding and experience with large-scale real-world datasets and the ability to design mod

This accessible book explores the development of play skills and schemas to support children with learning differences and physical disabilities in learning to play.Each chapter looks at an aspect of play - from play therapy and sensory play, to LEGO, role play and digital play - and discusses how the approach can meet the needs of children in specialist settings, from those with sensory needs, to children with physical disabilities. The book introduces a myriad of different ways to use play and shares both evidence and anecdotes of the benefits to physical and mental health, as well as learning. Rich examples are given from special schools who have intentionally designed their schools to meet the play needs of their children and a range of adaptable resources are also provided, including policy documents and risk assessments ready to be taken away and used. Learning Through Play in Special Education will be essential reading for teachers working with children with additional needs and

Beloved actress and New York Times best-selling author Valerie Bertinelli returns with a heartfelt look at turning sixty, the futility of finding happiness in numbers on a scale, learning to love hers

全書分為8個項目，結合HTML、CSS和JavaScript的基礎知識及應用，提供了7種不同類型的網頁設計案例。其中，項目1介紹了HTML、CSS以及JavaScript的基礎知識，包括Web基本概念、Dreamweaver工具的使用等；項目2到項目8為7個完整的網頁設計項目，涉及“旅遊”“網店”“兒童攝影”“服裝”“網絡交友”“訂購車票”“學習英語”等多個方向，有助於學生掌握不同網站的設計風格和製作技巧。全書以項目為導向，通過項目將章節知識點貫串起來，學完一章內容就能製作一個完整的項目頁面，能大大激發學生的學習興趣。本書附有源代碼、習題、課件等教學資源，而且為了幫助初學者更好地學習本書講解的內容，還提供了在線答疑，希望可以幫助更多讀者。本書既可作為高等院校本、專科相關專業的網頁設計與製作課程的教材，也可作為網頁平面設計的培訓教材，是一本適合網頁製作、美工設計、網站開發、網頁編程等行業人員閱讀與參考的教材。

Deep Learning in Practice helps you learn how to develop and optimize a model for your projects using Deep Learning (DL) methods and architectures.Key features: Demonstrates a quick review on Python, NumPy, and TensorFlow fundamentals.Explains and provides examples of deploying TensorFlow and Keras in several projects.Explains the fundamentals of Artificial Neural Networks (ANNs).Presents several examples and applications of ANNs.Learning the most popular DL algorithms features.Explains and provides examples for the DL algorithms that are presented in this book.Analyzes the DL network's parameter and hyperparameters.Reviews state-of-the-art DL examples.Necessary and main steps for DL modeling.Implements a Virtual Assistant Robot (VAR) using DL methods.Necessary and fundamental information to choose a proper DL algorithm.Gives instructions to learn how to optimize your DL model IN PRACTICE.This book is useful for undergraduate and graduate students, as well as practitioners in industry

對於每一個常用Photoshop的設計師來說，平常工作會和一定數量的圖片打交道，有些工作相對比較重複和機械，如果我們能夠在重複的任務上節省時間，那對於設計師來說，可以把寶貴的時間運用到更具創造力的內容上。本書以設計師的工作需求為起點，講解了一系列的智能修圖與圖像自動化處理技術，幫助大家完成更高效地設計工作。本書就將Photoshop與編程語言JavaScript、python結合起來。共分為了3個版塊，分別從快速操作、簡化編輯流程、快速天空替換，快速更換天氣、智能肖像，智能人像修圖、精選寶藏濾鏡、繁雜操作簡單化、高效動作與批處理(Photoshop)，設計師也會的編程語言(JaveScript)，自動化的生產力(Python)等多方面高效提升設計師的工作內容。本書不僅適合想要通過Photoshop學習智能修圖的圖像處理愛好者，也適合於通過JavaScript及Python編程來有效提升設計效率和實現圖像自動化處理的平面設計師們，同時也適合想要更進一步的設計專業大專院校學生使用。