Using the HTML5 Filesystem API

本书以物联网产业的技术需求为牵引，综合了基于C语言、Arduino和HTML5等的STM32单片机开发技术，编写了基础篇、实训篇和应用篇3个部分内容，涉及农业、安防、环保和医疗等多个领域的单片机开发技术的应用。

Python 大數據專案 X 工程 X 產品 資料工程師的升級攻略 本書獨家解析知名大數據專案，FinMind，帶你一窺大數據產品的發展過程，打造專屬個人的大數據 side project、作品、產品。讀完本書，你將學會分散式爬蟲、rabbitmq、api、MySQL 資料庫、壓力測試、docker、CICD、雲端、traefik、redash 視覺化等，本書是一本集大成的作品。 分享在 Github 獲得 1,500 stars 的大數據 side project，並幫助讀者從 0 開始，打造專屬個人的大數據 side project。 ● 資料工程 ○ 使用分散式技術，rabbitmq、flower、celery，收集證交所、櫃買中心、期交所等股市資訊。 ○ 使用 docker、fastapi 架設 RESTful API 服務。 ○ 使用 docker swarm 架設分散式服務，包含爬蟲、api、資料庫 MySQL、rabbitmq 等服務。 ○ 使用雲端服務，一個月 5 美金，且免費提供 100 美金額度。 ○ 一站式管理多台分散式機器。 ● 產品迭代 ○ 單元測試 unit test 介紹，包含爬蟲、api 測試範例。 ○ 使用 CICD 做持續性整合、部屬，並以 gitlab-ci 搭配 API 服務做為範例。 ● API 產品上線 ○ 免費網址申請教學，No-IP。 ○ 免費 SSL 憑證教學，Let's Encrypt。 ○ 一站式管理多服務網址，容器化反向代理工具 Traefik。 ● 業界資料視覺化工具 ○ 使用 Redash 建立個人化、股市分析儀表板。

最熱門的跨平台網頁設計技術大集合！ 6大主題、300個立即可套用範例，全新Bootstrap 5來襲， 最適合全面學習、現學現用的21堂經典關鍵課！ HTML5是最主流的跨平台網頁開發技術，書中以HTML5為主體，綜合當今最經典的跨平台網頁程式設計工具，完整解鎖各項技術，提供最佳學習途徑，現學現用！ 【結合最新前端技術】 全面引進最新的前端框架與技術，無論是HTML5、CSS3、JavaScript、jQuery、jQuery Mobile或是Bootstrap 5，都能銜接學習而快速上手，打造符合新一代標準的跨平台網站。 全新Bootstrap 5更是新一代RWD網站開發中的熱門焦點，能讓網頁因應不同大小的螢幕自動改變內容的配置，確保每個平台的使用者都能得到最好的操作體驗。無論是框架的安裝方式、格線系統的使用、網頁的元件、表單及工具的應用，一直到網頁互動程式的開發，Bootstrap 5都能提供簡單但功能強大的幫助！ 【徹底掌握開發語法】 透過詳細語法解說、大量圖表示意，引領了解各主題的核心概念與重點技術，並利用最適合的開發工具進行範例實作，徹底掌握語法與應用。 【立即套用海量範例】 提供大量範例應用，每個主題都依功能別加入實用範例，可依架構學習，也可以依功能主題立即尋找可套用的範例。 【跨越平台行動優先】 面對行動裝置的普及，網頁就必須跨越不同螢幕尺寸，因應不同作業平台。書中將RWD網頁建置技術徹底解構，進而掌握從電腦到手機版網頁的設計心法，讓跨平台網頁製作更簡單！ 【超值RWD影音教學】 提供RWD(Responsive Web Design，響應式網頁設計)使用Bootstrap 5的實戰影音教學，利用Bootstrap 5引導您從無到有快速打造一個跨平台的RWD網站，快速強化開發實力！ 【超值學習資源】範例程式檔、RWD網頁快速開發：使用Bootstrap 5實戰影音教學

內容簡介:全彩印刷，對學習網頁設計極有幫助！經典暢銷書全新改版，快速學會網頁程式設計的關鍵技術！有了本書，讓您一次學會網頁程式設計的關鍵技術：*HTML5的元素和各種表單輸入類型，讓網頁的結構條理分明。*CSS3的BoxModel、定位方式，以及色彩、字型、文字、清單、背景、漸層、表格、陰影、邊界、留白、框線、變形、轉場與媒體查詢等屬性，以根據PC或行動裝置的特徵設計網頁。*JavaScript的核心語法和瀏覽器端的應用，讓靜態網頁具有動態效果，包括DOM、window物件、標準內建物件、環境物件、document物件、element物件、錯誤處理、事件處理、JavaScript程式範例等。*jQuery的核心語法、事件、特效和常用函式，讓網頁設計更快速便利。*jQueryUI的常用元件和佈景主題，讓網頁設計更專業美觀。*Ajax動態網頁技術在背景非同步下載更新的資料，例如伺服器端的資料或氣象、就業、觀光等網際網路上的開放資料，包括普遍使用的JSON格式。*響應式網頁設計(RWD，ResponsiveWebDesign)根據瀏覽器環境自動調整網頁的版面配置，讓網頁完整呈現在PC、平板、手機等裝置。

Eros of International Relations: Self-Feminizing and the Claiming of Postcolonial Chineseness is a distinctive work that explores the much-neglected Chinese perspective in broader international relations theory. Using the concept of “self-feminizing”—adoption of a feminine identity to oblige and achieve mutual caring as a relational strategy—this book argues that postcolonial actors have employed gendered identities in order to survive the squeezing pressure of globalization and nationalism in their own ways. Sovereign actors who have historically claimed to act on behalf of Chineseness have taken advantage of the images of femininity thrust upon them by transnational capitalism, the media, or intellectual thought. Shih illustrates the feminist potential for emancipation through a range of empirical examples, showing that women of various Chinese characteristics, acting on behalf of their nation, city, and corporations, reject the masculinization of their groups of belonging as remedy

Python網路爬蟲 大數據擷取、清洗、儲存與分析 王者歸來(第二版) ★★★本書第一版是【博客來2020年】【電腦書年度暢銷榜第3名】★★★ ★★★★★【26個主題】+【400個實例】★★★★★ ★★★★★從【零】開始的【網路爬蟲入門書籍】★★★★★ ★★★★★大數據【擷取】、【清洗】、【儲存與分析】★★★★★ ★★★★★【網路趨勢】+【了解輿情】★★★★★ 第二版和第一版做比較，增加下列內容： ★：全書增加約50個程式實例 ★：網路趨勢，了解輿情 ★：網路關鍵字查詢 ★：YouBike資訊 ★：國際金融資料查詢 ★：博客來圖書排行榜 ★：中央氣象局 ★：租屋網站 ★：生活應用 下列是本書有關網路爬蟲知識的主要內容： ★：認識搜尋引擎與網路爬蟲 ★：認識約定成俗的協議robots.txt ★：從零開始解析HTML網頁 ★：認識與使用Chrome開發人員環境解析網頁 ★：認識Python內建urllib、urllib2模組，同時介紹好用的requests模組 ★：說明lxml模組 ★：XPath方法解說 ★：css定位網頁元素 ★：Cookie觀念 ★：自動填寫表單 ★：使用IP代理服務與實作 ★：偵測IP ★：更進一步解說更新的模組Requests-HTML ★：認識適用大型爬蟲框架的Scrapy模組 在書籍內容，筆者設計爬蟲程式探索下列相關網站： ☆：國際與國內股市資訊 ☆：基金資訊 ☆：股市數據 ☆：人力銀行 ☆：維基網站 ☆：主流媒體網站 ☆：政府開放數據網站 ☆：YouBike服務網站 ☆：PTT網站 ☆：電影網站 ☆：星座網站 ☆：小說網站 ☆：博客來網站 ☆：中央氣象局 ☆：露天拍賣網站 ☆：httpbin網站 ☆：python.org網站 ☆：github.com網站 ☆：ipstack.com網站API實作 ☆：Google API實作 ☆：Facebook API實作 探索網站成功後，筆者也說明下列如何下載或儲存不同資料格式的數據： ★：CSV檔案格式 ★：JSON檔案格式 ★：XML、Pickle ★：Excel ★：SQLit

本書是以React hook為核心、入門React.js的指引，適合已有原生Javascript前端開發經驗、初次想要接觸前端框架的讀者。內容分為四個部分，包含： ・解釋前端框架是什麼 ・function component的運用和各個React hook的使用方式 ・從零打造React專案的範例 ・效能處理等進階知識(含class component的使用方式和life-cycle介紹) 改編自作者在第11、12屆IT邦幫忙鐵人賽的文章，本書更帶領讀者探討在開發前端專案中的開發思維，大至如何設計專案結構，小至如何劃分元件。同時詳細說明各個API的出現原因和使用時機，希望讓讀者不只是單純學習使用React，更能理解前端框架的用意，進而具備業界開發React.js專案的能力。 全書共9章，內容如下 ■ 第0章 先備知識 – 使用React 需要知道的Javascript ■ 第1章 什麼是「前端框架」？ ■ 第2章 認識React 和環境建置 ■ 第3章 Hello, React ! ■ 第4章 基礎Function Component ■ 第5章 React-Developer-Tools ■ 第6章 Flux 結構 與 React 的狀態管理方案 ■ 第7章 前端專案的架構設計 ■ 第8章 React 進階 - 效能處理 ■ 第9章 React 進階 – 其他的React 本書的目標除了讓初次接觸前端框架的讀者能夠更容易理解React，也介紹了在以React開發專案時，應該具備哪些基礎的「軟體設計」思維。第2~第7章節是講解React API使用方式，第7章後的範例會帶領讀者從0打造React專案，第8章~第9章是講述較進階的React知識。讀者可以根據自己的需求查閱對應的章節。

制霸5大超強聊天機器人 「智慧客服、即時查詢、發票對獎、多國語音翻譯、 線上旅館訂房」的人工智慧實戰攻略 LINE在全台擁有2,100萬個活躍用戶，使用者橫跨所有領域，深入每個年齡層，樹立不可撼動的地位。LINE Bot是近年來非常受到企業重視與愛用的服務，除了被動的客服答詢，還能主動推播行銷與活動資訊，為企業、社群或團體打造品牌形象，營造出使用者認同感與忠誠度。 書中使用當前最受歡迎的Python程式語言與Flask應用程式框架作為所有內容的技術主軸，從認識LINE Bot運作原理開始，經由LINE 2.0帳號申請、熟悉開發工具，最後再導入五個不同面向的重要專案，用Python全面學會LINE Bot的AI智慧機器人開發。 用最紅程式語言與應用框架打造最受歡迎聊天機器人 從環境建置、帳號申請、開發實作到商業實戰應用 緊扣每項技術的重要環節，由入門到精通！ 【LINE Bot開發設定與介面互動配置】 ■LINE開發者帳號申請與圖文選單設定 ■文字圖片與多媒體回應訊息、快速選單整合 ■按鈕、確認與轉盤回應樣板訊息 ■圖片地圖與日期時間選單應用 ■運用彈性配置設計靈活的訊息樣式 ■利用LIFF在LINE加入網頁應用程式 【Python與Flask合體超強智慧機器人】 ■建置Python開發環境 ■啟動Jupyter Notebook及建立檔案 ■使用Flask打造Web API應用程式 ■Messaging API運用與實作 ■PostgreSQL資料庫建置與使用 ■LUIS為LINE Bot加上會思考的智慧大腦，快速理解詢問內容 ■QnAMaker利用機器學習訓練模型，快速建置問答資料庫 ■HeroKu免費高效的應用程式雲端平台部署 ✶「智慧客服機器人」實戰： 善用機器學習建立語意分析資料庫，開發專屬智慧客服系統。 ✶「天氣匯率萬事通」實戰： 即時查詢氣象與當天匯率，隨時回覆相關資訊。 ✶「發票對獎小幫手」實戰： 結合網路爬蟲收集數據，大幅提升處理效率。 ✶「多國語音翻譯機器人」實戰： 搭配雲端 API，開發多國語音翻譯機器人。 ✶「線上旅館訂房管家」實戰： 結合電子商務應用，成為最佳虛擬助手。 *本書是使用Flask打造Web API應用程式，若想使用Django， 可參考另一本書《Python與LINE Bot機器人全面實戰特訓班》。

An individual’s health depends on their personal lifestyle and living conditions, which are influenced by a host of complex physical, social, and economic determinants. The same is true of organisational and community health. This book explains the Healthy Settings Approach as a means to define population and health standards as well as a framework to promote and evaluate health in daily living activities. The determinants affecting public health go beyond the availability and quality of healthcare, and a concerted effort from all sectors of the community is required to bring about sustained improvements. Using the Healthy Settings Approach to facilitate the “right to health”, this book argues that promoting health in multiple and varied settings concurrently will ensure healthy living throughout the community and, ultimately, the world. The author uses real life experiences from different countries, with a focus on Hong Kong, and discusses many initiatives that have been enacted (alth

St. Stephen’s Girls’ College is one of the many schools run under the auspices of the Anglican Church in Hong Kong. Starting as a tiny missionary school for upper-class Chinese girls and their younger brothers, it has evolved into a large establishment, comprising kindergarten, primary and secondary sections, playing its full part in the public sector of education and now serving a complete socio-economic cross-section of the community. As one of the earliest schools for girls in the territory, St. Stephen’s played a significant role in the opening up of educational opportunities for Chinese girls. This book records the history and development of the school and is written for its 90th Anniversary, using much original source material. The author, who was head of the school for over thirty years, has set this history within the educational, social and political context of the times. This book will be of obvious interest to those who have a connection with the school: council members, t

Appropriate for use by students at varying levels of competence, Burmese: A Cultural Approach provides a thorough and systematic introduction to the Burmese writing system in Part One and a series of true-to-life conversations in Part Two. Students with some prior knowledge of the spoken language but little familiarity with the Burmese script can use Part One to solidify their grasp of the Burmese sound system as well as its orthography. Intrepid beginners could also start their study of the language by making use of Part One. Doing so would mean making a slower start at formulating phrases as compared to using a romanization system but learners would gain a firmer foundation for the later—and eventually, faster—development of their speaking and reading skills. The conversations in Part Two are extensively annotated in order to illustrate grammatical patterns, characteristic turns of phrase, and typical habits of social interaction. True to an anthropological approach to language le

Leung Ping Kwan brought as much talent and inspiration to the writing of his short stories as he did to his poems. ‘I have drawn on magical realism to explore the absurdity of Hong Kong,’ he wrote of the story ‘See Mun and the Dragon’ (1975) in which we find him using a simple, clipped style. The later story ‘Drowned Souls’ (2007) was written in a more symbolic, lyrical and more complex manner. Although the two stories are separated by over thirty years, and are in many ways so very different, dragons play a prominent part in both. The dragon has always been a fascinating creature, a complex embodiment of the timeless soul of China, symbol of the universal power of the imagination, of the creative energy and transformative possibilities of the Tao. Both of these enchanting stories are anchored in the author’s idea of freedom and liberation.

“Without a clear idea of the history of the New Territories, the history of Hong Kong as a whole would be impossible to bring to any sort of satisfactory completion. ... Elucidating the development of a village, a clan, a temple, or a market-town is also, in and of itself, real and valuable history, and abundantly justifies the time and effort spent on it.” This book is a history of village communities in the New Territories of Hong Kong, including those in the areas of Ha Tsuen, Hung Shui Kiu, and Sha Tin as well as those on the islands of Lamma, Ma Wan, and Tung Ping Chau. Elaborating on primary interviews with village elders, government documents, and public information, this book places the individual histories of each area into the context of Hong Kong’s rich past. The introduction sets up the rest of the book, outlining common themes and highlighting the dangers of using the communal memories of village communities while, at the same time, showing the valuable information doing

Proportionality is a German, and thus continental European, concept in public law that is applied by both the Court of Justice of the European Union (CJEU) and the European Court of Human Rights (ECtHR). The principle specifies that measures adopted by executive authorities should not exceed the limits of what is appropriate and necessary in order to achieve legitimate objectives in the interest of the public. Using a functional comparative approach, this book evaluates the extent to which proportionality has been integrated into the English and Hong Kong judicial systems by comparing case law in these courts with that of the CJEU and the ECtHR. The text also reviews the development of proportionality and presents a topical understanding of why its adoption and application have encountered difficulties, particularly regarding socio-economic rights, in some jurisdictions, such as the United Kingdom and Hong Kong. Written by a scholar with experience from both within the Hong Kong judici

What does it mean to be queer in a Confucian society in which kinship roles, ties, and ideologies are of such great importance? This book makes sense of queer cultures in China—a country with one of the largest queer populations in the world—and offers an alternative to Euro-American blueprints of queer individual identity. This book contends that kinship relations must be understood as central to any expression of queer selfhood and culture in contemporary cultural production in China. Using a critical approach—“queering Chinese kinship”—Lin Song scrutinizes the relationship between queerness and family relations, and questions Eurocentric queer culture’s frequent assumption of the separation of queerness from blood family. Offering five case studies of queer representations across a range of media genres, this book also challenges the tendency in current scholarship on Chinese and East Asian queerness to understand queer cultures as predominantly counter-mainstream, marginal, and un

【聯合推薦】 嘉義基督教醫院兒童醫學部兒童腎臟科主任、嘉基創新育成中心主任周信旭醫師 Eco-City智慧生活科技區域整合中心執行長、國立交通大學土木工程系曾仁杰教授 台北榮民總醫院關艾琛醫師 【嚴選經典】美國矽谷創業家/全球科技大廠與業界指定工研院顧問講師之PythonTensorFlow人工智慧機器學習入門鉅作! 本書為作者柯博文老師在各大企業教授Python、機器學習、人工智慧的課程內容匯集而成。歷經業界頂尖的工程師學員多次考驗，實戰多年後才匯集成冊。內容包含：Python、機器學習、人工智慧、TensorFlow、Keras、OpenCV等相關API的使用方法。並提供了203個範例程式，與169支影音教學影片。 ◎以豐富的範例淺顯易懂的解說Python程式語言，並加入詳細的程式註解，使讀者瞭解每個程式的動作。 ◎介紹業界統計分析相關的機器學習資料分析程式，並大量使用業界數據，進行分析和預測。 ◎使用Tensorflow.Keras實踐人工智慧，以MLP類神經的原理和案例，讓讀者瞭解如何修改程式，才能達到百分百的準確率的目標，並用CNN的手寫辨識方法，結合OpenCV達到學習人工智慧，並且實際應用在生活中。

In The Making of Chinese-Sinophone Literatures as World Literature, Kuei-fen Chiu and Yingjin Zhang aim to bridge the distance between the scholarship of world literature and that of Chinese and Sinophone literary studies. This edited volume advances research on world literature by bringing in new developments in Chinese/Sinophone literatures and adds a much-needed new global perspective on Chinese literary studies beyond the traditional national literature paradigm and its recent critique by Sinophone studies. In addition to a critical mapping of the domains of world literature, Sinophone literature, and world literature in Chinese to delineate the nuanced differences of these three disciplines, the book addresses the issues of translation, genre, and the impact of media and technology on our understanding of “literature” and “literary prestige.” It also provides critical studies of the complicated ways in which Chinese and Sinophone literatures are translated, received, and reinveste

In New Asian Disorder: Rivalries Embroiling the Pacific Century, Lowell Dittmer and his team explore the recent political disorder in East Asia resulting from growing Sino-American polarization. The rise of China in recent years is widely regarded as a momentous shift in the global balance of power. China is now extending sovereignty into the East China Sea and the South China Sea, constructing a new set of global financial institutions and replacing “universal values” with technologically enhanced nationalism. The country’s “Belt and Road Initiative” is also tainted by the vast ambition to realize the “China Dream” within the foreseeable future. In response to China’s challenge, the United States has abandoned its “constructive engagement” policy towards the rising power and engaged in a trade war. Sino-American relations have been at a historical trough since the normalization of their relationship in the late 1970s. This book sheds new light on the current political disorder in the

【Python系列書在台累計銷量近10萬冊】 國內眾多程式人選書第一指名、學業界指定Python講師、 榮登暢銷榜最多Python圖書作者團隊代表作 集Python程式技術大成，強大內容增值再進化～ 8大領域、39個主題、上百種模組套件、近1,200個範例， 涵蓋語法入門，橫跨各大熱門技術與軟硬整合實戰應用！ 一本帶你入行！系統化分章、大量圖表解說， 全面跨入Python程式開發殿堂！ 給需要本書的人： ★不知道如何開始才能自學好Python的人 ★有接觸過但又不想打掉重練的人 ★老是寫不好Python程式的人 ★想運用Python開發專案的人 掌握系統化的學習途徑 才能真正駕馭Python Python廣泛應用於大數據、網路爬蟲、人工智慧、機器學習、物聯網等熱門領域，是一套直譯式、物件導向，功能強大的程式語言。具備簡潔的語法，擁有許多模組套件，跨平台且容易擴充，所以非常適合初學者學習，但沒有系統性與結構化的學習，只能一知半解，而胡亂網路爬文，也只會迷失在資訊叢林。 本書從Python自學角度出發，系統化的分章學習，全面涵蓋語法、模組套件、主題應用、軟硬整合，規劃出最好的學習曲線，縮短自學途徑，排除學習障礙，真正從初學入門到業界活用！ ■完整詳實的程式入門： 從開發環境建置開始，由淺入深、循序漸進、完整且詳細的解說變數、運算、判斷式、迴圈、串列、元組、字典、集合、函式與模組等語法觀念與實作。 ■晉級專業的進階心法： 包括物件導向開發、例外處理、正規表達式、檔案管理、圖形使用者介面設計等內容。 ■應用廣泛的資料科學： 涵蓋網路爬蟲、數據資料儲存與讀取、資訊視覺圖表化、Numpy、Pandas資料與分析的完整學習。 ■無所不在的網路應用： 囊括Flask網站開發、建立Web API與Heroku部署、Django資料庫網站架設，還有LINE Bot機器人整合應用。 ■邁向未來的AI人工智慧： 具備機器學習入門、機器學習特徵處理、分類與迴歸演算法、深度學習MLP、CNN與RNN的應用，以及機器學習雲端平台Azure、NLP自然語言處理等能力。 ■玩轉創意的多媒體互動： 包含讀取圖片、編輯圖片、合成、濾鏡效果、大量圖片處理，還有PyGame遊戲開發、PyTube影音下載等運用。 ■提升效率的開發加值： 介紹目前業界最熱門的Google Cola

The crisis of masculinity surfaced and converged with the crisis of the nation in the late Qing, after the doors of China were forced open by Opium Wars. The power of physical aggression increasingly overshadowed literary attainments and became a new imperative of male honor in the late Qing and early Republican China. Afflicted with anxiety and indignation about their increasingly effeminate image as perceived by Western colonial powers, Chinese intellectuals strategically distanced themselves from the old literati and reassessed their positions vis-à-vis violence. In Mastery of Words and Swords: Negotiating Intellectual Masculinities in Modern China, 1890s–1930s, Jun Lei explores the formation and evolution of modern Chinese intellectual masculinities as constituted in racial, gender, and class discourses mediated by the West and Japan. This book brings to light a new area of interest in the “Man Question” within gender studies in which women have typically been the focus. To fully r

This book is a comprehensive guide to one’s fate in the year of Tiger, including: 1. The Luck of the Newborn Tiger and Naming Tips; 2. Land Luck, Investment Strategy and Feng Shui Setting-out for the Year of the Tiger; 3. Fortune of Each Zodiac Sign as well as guidelines on Enhancing the Luck of Wealth, Health and Relationship; Chinese Almanac for the Year with suggested Lucky Days for various events.

In Hong Kong’s Last English Bishop, Philip L. Wickeri explores the life and times of John Gilbert Hindley Baker, who served as Bishop of the Anglican Diocese of Hong Kong and Macao from 1966 to 1981. Baker lived through exciting times, as a missionary in wartime and revolutionary China, as a priest in America during the early years of the Cold War, and as a mission leader in the Church of England when churches in many parts of the world were becoming independent, before returning to Hong Kong where he was elected bishop. He was a faithful correspondent and a prolific writer throughout his life, offering a personal commentary on the churches and the societies in which he lived. Wickeri has made extensive use of Baker’s writings and other archival materials to provide a vivid picture of his life and work. Bishop Baker was instrumental in working for reconciliation after the 1967 riots, expanding the work of the diocese, and engaging Hong Kong with the wider world. In 1971, he opened a ne

國內外最具代表性案例，9大專題實戰、15個分類實例 Google Colab、Microsoft Azure兩大雲端應用，人臉辨識、自然語言、文字識別、語音轉換、分析預測、物件自動標示、影像辦識真正實練，從資料收集整理、模型訓練調整，檢測修正到產出全面解秘！ 資料科學(Data Science)技術崛起後，人工智慧(Artificial Intelligence)、機器學習(Machine Learning)與深度學習(Deep Learning)儼然成為電腦科學最熱門的話題。其實，人工智慧的應用早已出現在我們生活周遭，如即時車牌影像辨識，以及智慧型手機中的臉部指紋辨識解鎖、影像轉文字翻譯、智慧語音助理…等。 在人工智慧領域中最重要也最適合作為入門的程式語言非Python莫屬。本書就以TensorFlow、Keras為基底，運用Python進行實作，深入人工智慧技術，掌握機器學習與深度學習的真正強大應用。 程式人、工程師挑戰人工智慧最佳學習地圖由類神經網路基礎到AI應用實戰訓練、模型、預測、辨識、分析與驗證全面深入機器學習與深度學習技術核心 ■打造專屬Python、TensorFlow與Keras最強開發環境。 ■圖解簡化複雜難懂的類神經網路觀念，涵蓋多層感知器(MLP)、卷積神經網路(CNN)與循環神經網路(RNN)。 ■整合最夯的人工智慧雲端開發平台：Google Colab，應用雲端提供的充沛資源，全面提升運算效能。 ■加碼最新的機器學習雲端應用平台：Microsoft Azure，連結功能強大、方向多元的Web API，豐富專業應用領域。 ■顛覆只重視理論或產生結果的傳統機器學習內容，實際挑戰從資料收集與準備、模型訓練與調整、檢測修正到結果產出的最完整機器學習實戰流程。 ■全面深入不同應用面向：印刷文字辨識、手寫文字辨識、遠端圖片分析、本機圖片分析、辨識圖片地標或名人、臉部辨識、人臉比對、語言識別、文字翻譯、黑白照片上色、人臉情緒偵測、圖片物件偵測、人工智慧製作縮圖、圖片場景偵測、汽車型號及年份偵測、自動標示物件、資料走勢預測… ■網羅國內外最具代表性案例：手寫文字辨識、圖片分類、即時匯率分析、文字雲與文章自動摘要、YouTube影片加上字幕、股票走勢分析、臉部辨識登入系統、擷取車牌、即時車牌影像辨識…等，進行有系統而扎實的真正演練。 ■一次領略機器學習與深

This book focuses on a seldom discussed topic despite its immeasurable impact on the health of the citizens and public health in Hong Kong—the development of outpatient medical services and their contributions. In the early 20th century, Chinese elite organized and operated a number of Chinese Public Dispensaries in Hong Kong and Kowloon, initially to reduce the prevalence of “dump bodies” on the streets during epidemics of smallpox or plague, and to determine the cause of death of these bodies. Later other services including domiciliary deliveries by trained midwives were added. The government founded similar clinics in the New Territories. After WWII, the government took over all the Chinese Public Dispensaries and operated them as general outpatient clinics. Over the years, more general clinics and special clinics were developed. These clinics helped improve the health indices of the population to those of the Western countries by the 1970s. ~~~~~~~ Modern-day medicine increasingl

The origins of modern Daoism can be traced to the Church of the Heavenly Master (Tianshidao), reputedly established by the formidable Zhang Daoling. In 142 CE, according to Daoist tradition, Zhang was visited by the Lord on High, who named him his vicar on Earth with the title Heavenly Master. The dispensation articulated an eschatological vision of saving initiates—the pure, those destined to become immortals— by enforcing a strict moral code. Under evolving forms, Tianshidao has remained central to Chinese society, and Daoist priests have upheld their spiritual allegiance to Zhang, their now divinized founder. This book tells the story of the longue durée evolution of the Heavenly Master leadership and institution. Later hagiography credits Zhang Daoling’s great-grandson, putatively the fourth Heavenly Master, with settling the family at Longhushan (Dragon and Tiger Mountain); in time his descendants—down to the present contested sixty-fifth Heavenly Master living in Taiwan— made th

In War and Revolution in South China, Edward Rhoads recounts his childhood and early teenage years during the Sino-Japanese War and the early postwar years. Rhoads came from a biracial family. His father was an American professor while his Chinese mother was a typist and stenographer. In the late 1930s and the 1940s, the Rhoads family lived through the turbulent years in southern China and Hong Kong. The book follows Rhoads’ childhood in Guangzhou, his family’s evacuation to Hong Kong, his father’s internment and repatriation to the United States, and his and his mother’s flight to Free China. He recalls his reunion with family members in northern Guangdong Province in 1943, their retreat to China’s wartime capital of Chongqing, where his father worked for the American government, and how they returned to Guangzhou after the war. The Rhoads family then witnessed the socioeconomic recovery in the city and the regime change in 1949. The book ends with their departure from China to the Un

Imagined Geographies is a pioneering work in the study of history and geography of the pre-1800 world. In this book, Gunn argues that different regions astride the maritime silk roads were not only interconnected but can also be construed as “imagined geographies.” Taking a grand civilizational perspective, five such geographic imaginaries are examined across respective chapters, namely Indian, Arabic, Chinese, Japanese, and European including an imagined Great South Land. Drawing upon an array of marine and other archaeological examples, the author offers compelling evidence of the intertwining of political, cultural, and economic regions across the sea silk roads from ancient times until the seventeenth century. Through a thorough analysis of these five geographic imaginaries, the author sets aside purely national history and looks at the maritime realm from a broader spatial perspective. He challenges the Eurocentric concept of center and periphery and establishes a revisionist view

結合Python與Azure服務的AI程式實作 快速開發實用AI服務 【本書內容】 隨著 AI 應用崛起，許多科學計算、數據分析的函式庫與套件紛紛出籠，大都支援或直接使用 Python 語言來開發，因此本書結合AI 與Python、Azure的應用，協助讀者建置智慧型應用程式。 為了讓讀者了解簡單的機器學習功能，本書學習單元分成兩大類： Python 基礎語法教學及Python 結合Azure API 的應用教學範例。 各範例內有詳細文字解說並結合圖片，讓使用者可以透過圖文吸收更快更容易上手。 Azure 認知服務分成決策、語言、語音、辨識，針對以上四大主軸分別有不同的功能及運用，Azure 針對學生帳戶還有免費點數可以使用，因此使用者進入的門檻很低，而且Python 的用途廣泛，可以內建數據分析函式庫作大數據分析、網頁爬蟲資料等。運用Azure 只要簡單建立資源，便能開始使用，而且附有災難備份支援，可以在發生重大問題時，保有原本資料。 全書範例的解說使用較簡單而精簡的詞彙和語句，讓使用者能較好理解。 有些功能需要結合Python 程式碼，本書也有標上程式碼註解，讓對於初嘗程式碼的學習者可以較無負擔也較無壓力的開始建立現代流行的AI 服務應用。 適合讀者群 本書結合AI 與Python，適合初階至中階接觸Python者。 本書特色 1.基礎Python重點語法教學，新手也可以快速上手 2.經典基礎範例教學，快速掌握語法邏輯 3.Azure認知服務實用範例詳細解說，一次了解Azure認知服務應用 4.結合Python與Azure服務的AI程式實作，快速開發實用AI服務

FinTech熱潮不斷席捲全球，不僅掀起金融變革風潮，更驅使FinTech加速器應運而生。FinTech加速器開展迄今，已開創出特色鮮明、獨樹一幟之加速風格，也孕育眾多知名FinTech新創活躍國際。 2020年新冠肺炎（COVID-19）疫情肆虐，不僅全球產業發展遭受嚴峻挑戰，各國民生經濟同樣也受到嚴重衝擊。然危機即是轉機，諸多金融科技（FinTech）新創抗疫之道不僅順勢受到市場矚目，更吸引投資者目光。此外，數位轉型近來蔚為風潮，企業追求數位轉型之際，對於顧客體驗提升之重視度更勝以往，因此能賦予消費者嶄新金融服務體驗之FinTech就顯得格外重要，相關新創業者解決方案同樣順勢受到投資者青睞。 數位經濟時代下，創新金融服務與產品的提供及新興市場參與者的加入，正考驗監理機關對新興金融的監管能力及金融市場本質的韌性。而在這些創新金融模式下，數位法幣也扮演關鍵角色。 世界經濟論壇（The World Economic Forum, WEF）於2019年9月提出金融產業資料共享白皮書，認為金融服務多元，資訊涵蓋之廣，需要結合越多資訊，才能拼湊出越完整的樣貌。並循此觀點帶出資料共享之重要性與其背後價值，並切入隱私強化技術進行介紹，強調在這些技術逐步支援下，將能夠在不須揭露資訊內容的情況下進行資料共享，進而在金融領域創造出新的產品與服務。 2020年8月，台灣金融主管機關金管會正式對外發布「金融資安行動方案」，作為完整的金融資安整體計畫，藉此強化金融業資安防護能力。其中有兩大亮點值得關注，其一是延續國內金融科技應用與創新的推展脈絡，聚焦在新興金融科技應用的資安自律規範；其二則是點出將參考美國推動的「避風港計畫」，研議資料保全運作機制，包括資料保護、資料可移性、資料復原性及關鍵服務持續性等。 監理科技方面，2007年美國爆發次級房貸危機，雖引發2008年全球金融海嘯，卻也驅動監理科技（RegTech）應運而生。2020年初，我國金管會導入API做為金融機構申報相關資訊介面，目的在於提高場外即時監控能力。 更好的監管與合規性，是驅動監理機關與金融機構探索監理科技（RegTech）應用的動機。綜觀監理科技技術的發展處於不同開發與測試階段，從學術研究到概念驗證正逐步擴大應用範圍。「百花爭艷、群策群力」是監理科技（SupTech）與法遵科技（RegTech）發展現況的詮釋。「金融+科技

The coronavirus pandemic that broke out in 2019 has finally calmed down in China, after the bungling occasioned by the iron hand of lockdown. But beginning in March 2020, the disaster spread abroad, and at present there is no end in sight. In this work, Qin Hui offers a bracing examination of the impact of coronavirus pandemic on political institutions in both China and the West. Deliberating on the contradiction between “human rights” and “human survival,” he contends that China has achieved success in imposing coercive lockdowns to control the virus, but it will be a challenge to prevent the normalization of emergency measures from worsening human right conditions. The West, in contrast, must learn how democracies can efficiently enter a state of emergency and put an end to these measures at the proper time. ---------- “Qin Hui is one of the most original thinkers and commentators active in China today. In this wide-ranging and meticulously researched book he argues that the COVID-1

“For this brief moment, the two sisters could be ‘together in heart and affection’, and through such letters bridge the distance of empire.” We often learn about the commerce, diplomacy, and military campaigns of the British empire without reference to the intimate side of life in these times—the development of self, the position of women, and the importance of family. In this book, the story of empire, so often told from a man’s perspective, is given a unique vantage point through Eliza Hillier’s letters to her younger sister, Martha. Written largely from Hong Kong, Shanghai, England, and Siam, the letters allow us to become a member of her family and follow the daily tribulations associated with the life of a young British woman in the port cities of Asia. We are thus able to share Eliza’s experiences as she leaves home to embark on married life, starts and raises a family, grieves at the abrupt and tragic loss of her husband, Charles Batten Hillier, and then sets about re-building

Revisiting the foundation of Chinese spiritual life, the prestigious historian Cho-yun Hsu seeks a way to connect Chinese culture with the world. This book is an insightful and lively discussion of the spiritual life of the Chinese people. Through investigation of cultural ideals and life practices, Professor Cho-yun Hsu constructs an original portrait of Chinese cultural values. Apart from the exalted subtleties of the scholarly elite, he pays much attention to everyday people’s daily practices and collective memory, seeking to clarify Chinese ideas concerning the universe, human life, and nature, from traditional times down to the present day. Professor Hsu contends the problems Western civilization is facing nowadays, including various crises of alienation and separation from nature, are ones that it lacks resources to solve. He believes Chinese humanistic culture might offer another way forward and be of benefit to the future of the world. ------------- A work of passionate hum

“Red and blue appear in stark contrast with one another on the map of America. But the even more profound divide is the alienation in our hearts.” This work is a striking analysis of the struggles faced by American society, written from the perspective of a Chinese professor of history who spent 60 years of his life in the US. As both an insider and outsider to this country, Cho-yun Hsu is able to perceive what many other Americans may take for granted, and it is this viewpoint—together with his decades of experience teaching history at the University of Pittsburgh—that make this work so unusual and worthwhile. This work analyzes American history through a wide range of topics, including culture, politics, economics, industrialization, class, ethnicity, the urban-rural divide, and more. Expertly analyzing the origins of the tension and conflict between different classes and ethnic groups in American society, this book seeks to offer a way forward from a humanistic perspective, in the

This book adds richly not only to understanding of the unique form of Daoism in Central Hunan today, but to the entire fashi tradition that rose to prominence in the Song–Yuan. In the hills of China’s central Hunan province, an anxious young apprentice officiates over a Daoist ritual known as the Banner Rite to Summon Sire Yin. Before a crowd of masters, relatives, and villagers—and the entire pantheon of gods and deceased masters ritually invited to witness the event—he seeks to summon Celestial Lord Yin Jiao, the ferocious deity who supplies the exorcistic power to protect and heal bodies and spaces from illness and misfortune. If the apprentice cannot bring forth the deity, the rite is considered a failure and the ordination suspended: His entire professional career hangs in the balance before it even begins. This richly textured study asks how the Banner Rite works or fails to work in its own terms. How do the cosmological, theological, and anthropological assumptions ensconced i

The Landscape of Historical Memory explores the place of museums and memorial culture in the contestation over historical memory in post–martial law Taiwan. The book is particularly oriented toward the role of politics—especially political parties—in the establishment, administration, architectural design, and historical narratives of museums. It is framed around the wrangling between the “blue camp” (the Nationalist Party, or KMT, and its supporters) and the “green camp” (Democratic Progressive Party, or DPP, and its supporters) over what facets of the past should be remembered and how they should be displayed in museums. Organized into chapters focused on particular types of museums and memorial spaces (such as archaeology museums, history museums, martyrs’ shrines, war museums, memorial halls, literature museums, ethnology museums, and ecomuseums), the book presents a broad overview of the state of museums in Taiwan in the past three decades. The case of Taiwan museums tells us much

It is impossible to reflect on 2020 without discussing Covid-19. The term, literally meaning corona- (CO) virus (VI) disease (D) of 2019, has become synonymous with “the virus”, “corona” and “the pandemic”. The impact of the virus on our lives is unprecedented in modern human history, in terms of scale, depth and resilience. When compared to other epidemics that have plagued the world in recent decades, Covid-19 is often referred to as being much more “deadly” and is associated with advances in technology which scientists have described as “revolutionary”. From politics to economics, spanning families and continents, Covid-19 has unsettled norms: cultural clashes are intensified, politics are even more polarized, and regional tensions and conflicts are on the rise. Global trade patterns and supply chains are increasingly being questioned and redrawn. The world is being atomized, and individuals are forced to accept the “new normal” in their routines. In an attempt to combat the virus

This collection of selected works by Professor Albert H.Y. Chen shows the contours of the author’s scholarship as it developed over 35 years of his academic career, from 1984 to the present. The essays are divided into three sections which cover the three major domains of Professor Chen’s research. Part I covers the legal developments and controversies of “One Country, Two Systems” since the Hong Kong interpretation on “the right of abode” in 1999 to the anti-extradition movement of 2019. Part II shifts to focus on tradition and modernity in Chinese Law, including China’s Confucian and Legalist traditions and how the socialist legal system in China evolved and modernized in the era of “reform and opening”. Part III examines the transplantation of Western thinking and constitutionalism to East Asia in modern times and discusses the achievements and failures of these efforts. In conjunction with an introductory chapter that sets out the basic orientation and paradigm of these legal and c

Young People and the Belt and Road is a joint effort by over 40 young people across 20 countries to tell their stories about the future of Central and Eastern Europe, China, and the Belt and Road Initiative. In 2013, the Belt and Road Initiative, which envisions a world with better development, better connectivity, and better cooperation was launched in Kazakhstan,. As a global, multi-generational vision, the Belt and Road Initiative will primarily benefit the young people of the world today. To ensure the success of the Initiative, their voices need to be heard. This is particularly urgent as little systematic work has been done to encourage the participation of young people. This publication places the focus on young people and asks them the question: what should the Belt and Road Initiative look like for you? In this book, young authors from 16 Central and Eastern European nations share insights about their countries. For the Belt and Road Initiative, Central and Eastern Europe p

內容簡介:【嚴選經典】美國矽谷創業家/全球科技大廠與業界指定工研院顧問講師親自錄製231支影音教學影片，如臨現場授課！【聯合推薦】嘉義基督教醫院兒童醫學部主任、嘉基創新育成中心主任周信旭醫師Eco-City智慧生活科技區域整合中心執行長、國立交通大學土木工程系曾仁杰教授台北榮民總醫院神經外科、國立陽明大學研究所兼任助理教授關艾琛醫師本書為作者柯博文老師繼《Python+TensorFlow人工智慧、機器學習、大數據｜超炫專案與完全實戰》規劃的進階書籍，歷經業界頂尖的工程師學員多次考驗，實戰多年後才匯集成冊。包含Python、機器學習、人工智慧、TensorFlow、Keras、OpenCV等相關API的使用方法，且每個範例都是實戰程式。◎提供豐富的線上下載：204個範例程式、231支影音教學影片。◎介紹人工智慧的開發技巧，並且近乎100%準確度。◎大量使用業界數據、OpenData開放資料進行分析和預測，上百萬種數據讓你應用。◎以Python撰寫類神經的數學公式，讓讀者理解人工智慧演算法的來龍去脈，進而調整數學式讓準確度更好。◎範例豐富多元，將人工智慧運用在農業、氣象預報、手寫OCR、圖片學習等人工智慧實戰。◎結合Tensorflow.Keras和OpenCV自行產生數據庫，使用WebCam即時辨識圖片，並且實際應用在專案中。◎使用最新高難度的VGG16、VGG19、ResNet50、Xception、Inception、DenseNet121、FastR-CNN等演算法，並訓練自己的物件，使用COCO和ImageNet辨識近萬種物體。

It represents one of the finest traditions in Chinese culture: the tradition of creativity, of the freedom of thought, freedom of spirit and freedom of the imagination. These are the characteristics of Hong Kong literature. The Best China, an expression traditionally used to refer to the finest crockery brought out when one is entertaining special guests, has been adapted here to mean the best chinese tradition of free-thinking discursive prose. This anthology of essays from Hong Kong and the diaspora, ranging across the past hundred and seventy years, records the intellectual ferment that has characterized the city since its founding in 1842, sometimes restless and questioning, sometimes meditative and lyrical, buoyed by an all-pervasive and indomitable spirit of freedom.