Text analytics with Python

內容簡介:* 以MongoDB 5.x最新版指令貫穿全書，並可在6.0 RC順利執行 * 與Python語言結合，無縫接軌智慧聯網、巨資分析、機器學習等領域 * 本書深入淺出，豐富且大量的範例，保證快速掌握MongoDB精髓 在巨量資料的時代，存取效能佳、高可用性、可擴展性及具備安全性的資料庫平台是不可或缺的。朱克剛老師實作經驗豐富，此書以深入淺出範例導向的方式說明，是熟MongoDB技術必備的工具書。 -- 虎尾科技大學資訊工程系副教授 江季翰 好友朱克剛博士所著之MongoDB工具書，文字內容配合圖表解說非常易讀，操作步驟更按序清楚呈現，甚至所提案例也與我們實際生活相關。這是一本讀者可以輕鬆駕馭，並跟著大師一起練功的秘笈，想一窺MongoDB的朋友都應該擁有它。 -- 正修科技大學數位多媒體設計系主任 殷聖楷 MongoDB是目前最受歡迎的NoSQL資料庫，擁有豐富教學及實務經驗的朱克剛老師在本書中以簡單、明瞭的範例帶領讀者實際演練，快速學會巨量資料管理與儲存方式。這是一本易上手又涵蓋全部關鍵技術的好書! -- 靜宜大學資訊傳播工程系副教授 王岱伊 朱克剛老師具多年業界實務經驗，同時也擁有超過20年的教學資歷，本書使用經典實例和詳細的操作步驟，絕對是您學習MongoDB的第一選擇，幫助您精準學習快速上手。 -- 資展國際（原資策會人培團隊）區域總監 王偉璁 AI蓬勃發展，有別於關連式資料庫的NoSQL已是重點發展課題之一；作者融會超過30年程式經驗，將其精髓以淺顯易懂的觀念付諸此書，入門者可豁然開朗，經驗者可溫故知新，絕對是人人適合入手的寶典。 -- 104人力銀行人資學院產品開發處處長 李閔隆

The Sinological Development Charitable Foundation (SDCF) aspires to help spread 5,000 years of cultural history embedded in the Chinese Classics as a fundamental basis for understanding Chinese civilization. To that end, every year since 2016, the SDCF has provided intensive summer programs by which means scholars from across the globe are brought together in situ (in Hong Kong, Macau, Taiwan, and mainland China) to learn together and share their research into some of the most important topics in Chinese Studies. Over the last five years (2016–2020), candidates representing nations from Africa, the Americas, Europe, the Middle East, Russia, and other parts of Asia have embraced the SDCF program and its goals. This compendium is published to mark the milestone of five comprehensive programs completed successfully. It includes a sample of the best research by program participants from around the world, along with personal reflections and reflections by professors and tutors allied with

In Painting Architecture: Jiehua in Yuan China, 1271–1368, Leqi Yu has conducted comprehensive research on jiehua or ruled-line painting, a unique painting genre in fourteenth-century China. This genre relies on tools such as rulers to represent architectural details and structures accurately. Such technical consideration and mechanical perfection linked this painting category with the builder’s art, which led to Chinese elites’ belittlement and won Mongol patrons’ admiration. Yu suggests that painters in the Yuan dynasty made new efforts towards a unique modular system and an unsurpassable plain-drawing tradition. She argues that these two strategies made architectural paintings in the Yuan dynasty entirely different from their predecessors, as well as making the art form extremely difficult for subsequent painters to imitate.

內容簡介 ˙The learning goals that center on the thematic units are set in accordance with the language proficiency levels, established by the ACTFL ˙To Comply with the pedagogical principle of backward design to establish the teaching/learning goals for the intermediate learner of Chinese ˙Integrates into its thematic contents the ACTFL-defined, three mores of language uses as well the 5C concepts ˙Assist the learner to achieve holistic progress and to cultivate specific linguistic abilities of Chinese ˙The selecting of keywords/phrases in thetextbooks is greatly in line with vocabulary levels defined by the HSK and by the TOCFL. The regional difference in language uses between the two sides of theTaiwan Strait are also meticulously annotated in the textbooks In recent years, the background of learners has become diversified, and the number of self-study students of elementary Chinese is also increasing. On the pedagogical front, however, learning materials, found to be biased towards s

Games help drive engagement, achieve goals, and ultimately promote development within a group. As such, it is important for group facilitators to be equipped with game skills to ensure a lively, vibrant, and motivated atmosphere. This book includes four theoretical essays by experienced game facilitators regarding the concept, practice sharing, and application skills of group game facilitation, as well as a collection of 100 practical group games covering ice-breaking, mutual understanding, group cooperation, and problem solving. This list of games is built on the experiences and contributions of the author and social work students.

Masculinity, fast-changing and regularly declared to be in the throes of crisis, is attracting more popular and scholarly debate in China than ever before. At the same time, Chinese literature since 1989 has been characterized as brimming with countercultural ‘attitude’. This book probes the link between literary rebellion and manhood in China, showing how male writers, as they critique the outcomes of decades of market reform, also ask the same question: how best to be a man in the new postsocialist order? In this first full-length discussion of masculinity in post-1989 Chinese literature, Pamela Hunt offers a detailed analysis of four contemporary authors in particular: Zhu Wen, Feng Tang, Xu Zechen, and Han Han. In a series of insightful readings, she explores how all four writers show the same preoccupation with the figure of the man on the edges of society. Drawing on longstanding Chinese and global models of maverick and marginal masculinity, and responding to a desire to retain

Sir Robert Ho Tung (1862–1954) is a compelling figure in Hong Kong history. He is regularly portrayed as the colony’s greatest philanthropist and wealthiest man of his day, the first Chinese to live on the Peak, and, at the end of his life, the ‘Grand Old Man of Hongkong’. The illegitimate son of a Chinese mother and European father, he was highly sensitive about his mixed heritage though he consistently made the most of his fate. He was a man perfectly in tune with his place and time, his success driven as much by his entrepreneurial talents as by his being Eurasian. This book shows him in all his immense variety—clerk with the Imperial Maritime Customs, chief compradore of Jardine Matheson, financial wizard, husband and lover, patriarch of a large family of five sons and eight daughters, loyal British subject but also, paradoxically, Chinese patriot. China’s president Yuan Shikai awarded him the Order of the Excellent Crop, and King George V knighted him. May Holdsworth’s thoughtful

This book, Chiang Yee and His Circle: Chinese Artistic and Intellectual Life in Britain, 1930–1950, celebrates the life and work of Chiang Yee (1903–1977), a Chinese writer, poet, and painter who made his home in London, England during the 1930s and 1940s. It examines Chiang’s relationship with his circle of friends and colleagues in the English capital, and assesses the work he produced during his sojourn there. This edited volume, with contributions from eleven distinguished scholars, tells a story of a Chinese intellectual community in London that up to now has been largely overlooked. It portrays a dynamic picture of the London-based émigré life during the years that led up to the war and during the conflict that was the catalyst for many of them moving on. In addition, the book broadens our understanding of cultural interactions between China and the West in Hampstead, one of the most vibrant artistic communities in London.

The ultimate goal of this thesis is to construct an optimal global portfolio with ETFs. We choose the iShares MSCI country index ETFs as our assets. We start with the calculation of correlation between these countries. We find out that there is potential benefit undertaking international diversification. While comparing with the former research, the potential benefit is smaller. We examine the effect of investing internationally of each country. And we can see that not all countries are benefit from international diversification. While considering international diversification, investors have to look at the characteristic of the domestic country to make decision. In the international level, we can see that the investment risk would decrease and the return would increase. And the marginal effect decreases. In our test, the return, risk and efficiency come stable after adding the 14th asset into the global portfolio. Therefore we construct our global portfolio with 13 assets. We can see

English novelist E.M. Forster wrote his last and best-loved work, A Passage to India, both as a paean to his love for India and as a tribute to the relationships he formed with Indians. Forster became entranced by the India of the Raj at a young age, and his love affair with the sub-continent, its princes, and peoples, was to last all his life. At his most socially transgressive, it was with Indians that Forster chose to connect and with whom he put into effect his belief in man’s duty to value friendship over state or ideology. His time in India was undoubtedly when he was at his most human and most vulnerable. At once a contemporary reflection on India’s rich history and a biographical retelling of Forster’s travels through the country in the early 1900s, Developing the Heart delves into the past to better understand the profound impact certain events and people had on his writing. In doing so, it allows readers to look on as Forster matures and softens over time in his behaviour

Dr. Tzu Yu Allison Lin achieved her PhD with her study of Virginia Woolf and London narratives at Goldsmiths, University of London. Her research interests are visual and verbal representations, literary criticism and language teaching. She has articles and books published in English, including the most recent, Art and Narrative (2019). She is teaching at Gaziantep University, Turkey.

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.

“…free my life with words that I felt , /not with words because they rhymed, /but because they touched my soul…” Indeed, Julia only writes what touched her soul, and in so doing takes us with her on a literary journey filled with her thoughts, visons, dreams, joys, and at times, her sorrows. Dr. Chiu Ha Ying Medical Practitioner and Paediatrician With obvious joy and mischief, she picks up each ‘stone’, lovingly and painstakingly cuts, chisels and polishes, bringing out the facets and the sparkles, turns us to the light, revealing all the radiance in a spectrum and multitude of shades and colours. Sharon Evans Partner, Foo and Li, Solicitors and Notaries Like the best portrait artists, Julia has the amazing ability to convey the essence of a person in a few brush strokes and to bring them to life. Barbara Meynert Business and thought leader …the way she “sees beauty in her eyes, hears music in her ears, says words of love from her lips...” makes this world a better place for thos

本書涵蓋的內容有 ★線上平台COLAB使用教學 ★本機電腦Jupyter使用教學 ★基本運算、變數與字串 ★串列、元組、集合與字典 ★流程控制if else ★流程控制for與while ★函數、類別與物件 ★資料夾與檔案處理 ★txt、csv、json文件的讀寫 ★基礎套件的使用 ★Numpy的使用 ★OpenCV的使用 ★完整Tensorflow安裝流程 ★Tensorflow的使用 ★類神經網路(ANN)原理與實作 ★卷積神經網路(CNN)原理與實作 ★模型可視化工具Netron的使用 ★口罩識別模型教學 ★影像串流與實時口罩識別 這是一本想給非資電領域或初學者的入門書籍，內容從基礎語法開始，使用日常所見的比喻協助理解，在AI類神經網路的基礎部分，使用大家都熟悉的二元一次方程式來切入，多以圖表來說明概念，避免艱澀的數學推導，一步一步講解建立深度學習模型的步驟，書本最後還帶入口罩識別模型的教學實例，協助讀者從頭到尾完成一個專題，讓AI更貼近你我的生活。

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

本书为大学计算机信息技术课程的实践教材，针对第2版内容做了更新和调整，力求涵盖高等学校教学指导委员会对大学计算机基础教学的基本要求，以Windows7操作系统与MSOffice2016办公套装软件的应用为主线，设计了五个实验单元，分别是Windows7操作系统及因特网应用、文字处理软件Word2016、电子表格软件Excel2016、演示文稿软件PowerPoint2016、Python程序简单应用。本书采用“任务驱动”的设计思想，所有实验项目均从工作生活中遇到的各种实际任务问题出发，巧妙地将全国计算机等级考试一级和二级MSOffice的考点内容穿插在各个应用案例中，以情境驱动来引导学生思考问题、分析问题、最终学会解决问题的方法。本书可作为高等学校计算机基础课程的配套实验教材，也可作为参加全国计算机等级考试一级和二级MSOffice或学习办公自动化软件参考书使用。

本書第一版榮獲國家圖書館狀元推薦閱讀書單科學類第15名，也是唯二進榜的程式設計書籍！ *作者累積二十年教學與著作經驗完成，章節架構採循序漸進、難易適中，內容說明簡單扼要。 *針對大專院校教學進度編寫，適合作學習C++程式語言的教材，內容由淺入深、由簡而繁的帶領讀者學習C++的基本程式設計、結構化程式設計、物件導向程式設計、與應用程式設計。 *本書所有的語法、範例與程式都是使用ANSI/ISO C++的標準，同時也兼顧到Visual C++的相容性，因此本書所有範例程式皆使用「Orwell Dev-C++ 5.11 with GCC 4.9.2編譯器」與「Visual C++ 2019編譯器」編譯、連結與執行過。 *第四版適用Windows 10系統，且更新至Orwell Dev-C++ 5.11 with GCC 4.9.2與Visual C++ 2019編譯器。

“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

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

本書集結六篇論文（第一、三、四、六篇德文，第二篇西班牙文，第五篇義大利文），本書為因應時代變遷下的教育環境及學生職涯挑戰，在教學方法上所提出新的論述及建構。 This book contains essays by various teachers from different universities and departments with the aim of presenting modern teaching methods for the changed learning and study conditions on the basis of theoretical preliminary considerations. Language teachers at Taiwanese universities often encounter similar difficulties in designing lessons: students’ increasing frustration and lack of motivation. Many students experience a high level of frustration and demotivation; they cannot find future prospects in language studies. Confronted with reality of time-consuming internships, part-time jobs and life, many students become painfully aware that a linguistic degree won’t prepare them for later work or provides career opportunities. In addition, they realize their low language skills and life experiences. Aware of that problem, the language departments have to find new teaching methods and create curricula which

基于PKI的强安全认证密钥交换: 安全模型、协议构造和安全分析.PKI-based Authenticated Key Exchange with Strong Security:Security Models,Constructions and Security Analysis

（1）系统：全流程讲解Scrapy的原理和实战，依次击破编程难点。 （2）经典：凝聚笔者十多年的Scrapy使用经验，无私奉献设计秘籍。 （3）深入：浅入深出地介绍爬虫原理、数据爬取、数据保存、数据分析和测试等技术。并且，所有案例都配有对应的代码，拿来就用。

典範與激勵 ──趙守博八十感恩親師尊長錄 Recollections With Gratitude Of My Parents & Teachers, Chiang Ching-kuo, Lee Teng-hui And Nine Other Taiwan’s Political Leaders With Whom I Worked 趙守博在本書表達他以八十之年， 對其雙親，和從小學、中學、大學以至留學期間的所有老師， 以及其從政生涯中的所有長官的感激之情，生動而感人。 在本書， 趙守博以直接追隨、接觸的體驗和近距離的觀察， 談論蔣經國、李登輝、謝東閔、連戰、李煥、林洋港、郝柏村、邱創煥、蔣彥士、宋時選和謝又華，並詳述與他們的互動關係； 本書也分析蔣經國捨林洋港而選李登輝當接班人的關鍵因素，也透露李登輝與林洋港、連戰和李煥之間的微妙關係和其演變； 是所有關心和研究台灣現代政治情勢演變與重要政治領袖的人所必讀。

內容簡介:轟動程式圈3大AI影像辨識利器從收集資料、圖片擷取、建立標籤、訓練模型到智慧影像辨識的全面進化實戰！人工智慧(ArtificialIntelligence)應用基本上可分五大層面：時間序列、圖像處理、音訊處理、自然語言處理以及動態影像處理，其中與「智慧影像」相關者就佔了兩大領域。智慧影像是透過電腦視覺技術，從中學習人類的視覺辨識能力，並自動判讀影像中的關鍵資訊，目前被大量使用在圖像辨識、人臉識別、物體動作捕捉、光學文字識別...等，是人工智慧最為廣泛的應用之一。在這個領域的研究中有許多功能強大的工具，如OpenCV、Yolo與dlib，但許多使用者卻不知如何收集資料、建立標籤，更不知道如何訓練模型，進而達成智慧影像辨識的結果！本書將引領讀者運用自己的資料，透過本機與雲端的資源，以目前主流技術進行自有模型的訓練來完成實際可用的智慧影像應用。挑戰智慧影像最佳學習地圖，結合本機與雲端應用，真正深入AI影像辨識核心！■掌握智慧影像的技術特性與主流的應用模組，涵蓋OpenCV、Pillow、Yolo與dlib。■根據不同模組特性介紹其資料來源的收集方式，除了一般土法煉鋼的徒手拍攝影像，也能利用Kaggle資料庫進行下載，或是利用動態影片進行大量圖片的擷取，再運用自動批次的方式進行圖片整理與特徵標記。■當本機在訓練模型時發生記憶體不足、效能不夠等問題時，使用Google專為機器學習而生的Colab雲端服務來訓練自己的模型。■集結最具代表性的實務應用主題，包括人臉辨識、口罩人臉辨識、車牌辨識、車流統計…等專題，在真實的情況中體驗智慧影像的應用，並擁有開發能力。■針對OpenCV與Pillow影像處理特別提供入門影音輔助教學，加速學習效率。書附超值學習資源：範例程式檔/100分鐘OpenCV與Pillow影像處理入門影音教學

本书共11个单元，安排了57个有趣的编程案例。每章末尾安排有“编程过关挑战”，在规定时间内完成编程挑战能够激发读者学习兴趣；每章末还安排有“单元小结”，可拓展读者的学习思维和巩固所学知识技能。

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

一、新日本語能力試験基準に基き、作成します。 It's made based on JLPT. 二、新日本語能力試験N1の単語を網羅して、制覇できます。 Collect all the JLPT N1 vocabulary, and can be easily operated with one hand, making learning more efficient, this is an indispensable exercise for those aiming for the JLPT N1 exam. 三、多く練習するのを通して難しい問題でも早く完熟できます。 Even a difficult problem can become mature early through practicing much. 四、重なることなく、それぞれ違う多くの問題をしっかり練習するのを通して、使い方はもとより、どんどん会話能力も増進できるようになります。 The questions simulate the 4 questions of the JLPT N1 word problem test, and you will be able to familiarize with various vocabularies through practicing by constantly working on problems.

Testimony to the emotional truth of their life together even in these increasingly trying times. The memoir Ordinary Days by the scholar and critic Leo Ou-fan Lee and his wife Esther Yuk-ying Lee brings to this Hong Kong series an intensely personal touch, consciously echoing the great sentimental memoir of 18th-century China, Shen Fu’s Six Chapters of a Floating Life. With disarming candour, Leo and Esther lay bare their hearts so unreservedly, to share with us their story of love and suffering, charting in a series of memorable chapters their shared spiritual quest. This is a brave book. It lays bare in a most unusual way the heart and soul of a charming and highly cultivated Chinese couple, the scholar and critic Leo Ou-fan Lee and his wife Esther Lee Yuk-ying. It charts the love story of two individuals who are no longer young, and it also boldly breaks the taboo surrounding the twin topics of depression and suicide. Set partly against the recent backdrop of some of Hong Kong’s m

內容簡介:★詳細說明從ES6開始的JavaScript語言新標準*使用微軟跨平台VisualStudioCode程式碼編輯器*使用JavaScript版TensorFlow建構客戶端人工智慧的機器學習應用*完整說明JavaScript基本語法、JavaScript自訂和內建物件。*使用大量程式範例和圖例來說明HTML網頁的DOM。*詳細說明CSS選擇器和如何使用JavaScript程式碼存取CSS樣式。*GoogleChrome開發人員工具的使用和JavaScript程式碼偵錯。*完整說明jQuery語法、包裝者物件、jQuery選擇器、DOM/事件處理、動畫/特效和表單處理。*詳細說明從ES6開始的JavaScript語言新標準、JavaScript非同步程式設計、JSON資料處理、FetchAPI和AJAX。*完整說明TensorFlow.js的張量、張量運算和視覺化圖表的繪製。*實際使用JavaScript+TensorFlow.js的KerasAPI建構神經網路的深度學習。*對於Python+Keras已經訓練好的模型，可以轉換成TensorFlow.js格式後，在客戶端建構人工智慧的機器學習應用。*使用TensorFlow.js預訓練模型建立Web介面的圖片識別和分類，搭配網路攝影機WebCam建構即時物件偵測、人臉辨識和姿勢偵測等人工智慧應用。

本书分为7章，涵盖的主要内容有算法简介、数据结构、数学相关算法、排序算法、查找算法、图相关算法、算法思想归纳。其中包含对非常多经典算法的讲解，如归并排序、快速排序、拓扑排序、二叉查找树、红黑树、最小生成树算法、最短路径算法、极大极小值算法、遗传算法等。

本书主要讲解数据分析与大数据处理所需的技术、基础设施、核心概念、实施流程。从编程语言准备、数据采集与清洗、数据分析与可视化，到大型数据的分布式存储与分布式计算，贯穿了整个大数据项目开发流程。

Maid to Queer is the first book about Asian female migrant workers who develop same-sex relationships in a host city. Based on participant observation and in-depth interviews with Indonesian domestic workers in Hong Kong, the book explores the meanings of same-sex relationships to these migrant women. Instead of searching for reasons to explain why they engage in a same-sex relationship, this book provides an ethnographic perspective by addressing their Sunday activities and considering how migration policies and the practices of Hong Kong people unintentionally produce alternative sexuality and desires for them. The author contrasts the migrant experiences of same-sex relationships with the Western discourse that individuals carry a strong sense of sexual identification prior to migration; same-sex desires among Indonesian domestic workers are often not realized until they leave home. Addressing the changes from maid to queer, this book documents the intersections of domestic work, la