Python data mining and machine learning in action

Mindfulness and meditation, practices that are rooted in Buddhism, have become mainstream treatments in counseling and psychotherapy that provide evidence of successful outcomes among secular clients. However, for clients from non-Western backgrounds, dissociating mindfulness practice from the core Buddhist teachings can dilute the transformative power of these practices, causing cultural confusion and lowering the effectiveness of treatment. This book is the first to present Early Buddhist Teachings as a theoretical orientation for the millions of individuals affiliated with Buddhism to create a culturally congruent counseling model. Using original sources in Pāli, it explores key Buddhist concepts such as dependent co-arising, non-self, impermanence, and many others. The authors then compare them with Western psychological concepts, furthering ongoing dialogue between Buddhism and psychotherapy and fostering powerful integrations. This volume also demonstrates how to use the Buddhi

This book is a collection of management essays written by Dr. William A. Cohen, Major General, USAF (Ret.), in the final years of his life. Drawing on his military background, professional experience, and education under Peter F. Drucker at Claremont Graduate School, Dr. Cohen provides practical insights into leadership and management.

★AI時代來臨，掌握AI提問與應用技巧，開啟你的AI高效學習與工作之旅！ ✅ 掌握AI提問技術，解鎖AI的無限可能！ ✅ 學習ｘ工作ｘ創作，一本書搞定AI應用實戰！ ✅ 你會用AI，但你知道如何讓AI給你最好的答案嗎？本書教你，精準提問+高效應用AI，讓AI成為你的強力助手，提升學習與工作效率！ ★AI讓你更聰明，關鍵在於如何提問！你是否曾遇到這些問題？ ✅ AI回答模糊、不精確？ ✅ 不知道如何運用AI提升學習與工作效率？ ✅ 想學習Prompt Engineering（AI提問技術），卻找不到完整的方法？本書帶你，從零學會AI提問技巧，實戰應用AI，讓學習與工作事半功倍！ ★你將學到： ✅ AI提問黃金法則：如何讓AI產生最準確的回答？ ✅ AI幫助學習與寫作：從英文學習到創作，全面提升效率！ ✅ AI輔助程式設計：學習Python、VBA，寫程式更輕鬆！ ✅ AI自動化工作：寫報告、分析資料、整理資訊，AI幫你搞定！本書讓你，了解最新AI趨勢解析，找到你的最佳助手！ ★適用讀者： ✅ 學生：學會AI學習法，快速吸收新知識！ ✅ 職場人士：用AI提升工作效率，成為頂尖人才！ ✅ 程式開發人員：學習AI輔助程式設計，自動化寫程式！ ✅ 內容創作者：讓AI幫助你構思、寫作、改進內容！

◎Aging often occurs due to the senescence of cells in the body. These senescent cells, also known as zombie cells, not only contribute to age-related diseases but may also promote the development of cancer cells, ultimately leading to cancer and a shortened lifespan. ◎The repair of aging cells can currently be achieved through human stem cells or the release of extracellular vesicles (exosomes). Although they can be effective in delaying the onset of aging, we must not forget that there is also a potential risk of cancer development. ◎In addition to the assistance of regenerative cells or exosomes, delaying aging also seems to heavily rely on adjustments in diet and medication—both Eastern and Western—as well as regular exercise. In recent years, the development of regenerative medicine has provided a new platform to improve problems and diseases caused by aging—particularly through the extensive application of stem cells and extracellular vesicles/exosomes. However, since the use of

On China-UK Relations has selected 117 speeches from over 700 Liu Xiaoming, Former Chinese Ambassador to UK, had delivered during his 11-year tenure in the UK. The contents spans multiple dimensions: China-UK relations, party and parliamentary exchanges, economic and trade relations, financial cooperation, science and technology coopera tion, ecological and environmental protection, subnational exchanges, cultural exchanges, spring festival celebrations, educational exchange, Confucius institutes, military exchanges, Chinese community, British friends, and understanding between China and the UK. This book contains Liu Xiaoming’s observations and reflections on China-UK relations: What kind of China-UK relationship do we need? How to develop stable and mutually beneficial China-UK relations? And how to enhance mutual understanding and recognition between China and the UK? More chapters are dedicated to introducing exchanges and cooperation in various fields between China and the UK.

讓你的聲音被聽見吧！ 沒有人真的平凡，每個人都有不平凡的故事值得分享。 以關鍵詞挖掘、解鎖並分享你的個人故事， 就能擴充你的內在力量，與他人產生深刻連結，創造共鳴！ 我們是說故事的動物，天生就以故事來理解世界，透過語言開啟生命的歷程。 故事教練貝佛莉將引導你，透過本書的提問與書寫，選出那些真正對你重要的關鍵詞。這些詞將挖掘出你曾被壓抑、被隱藏、不被肯定、被誤解，甚至被排除的部分，也找回你內在需要表達、看見、肯定、釐清、讚揚的部分。 寫下關鍵詞，就是在梳理自己過去的生命歷程，甚至重新詮釋。於是，你能同時成為劇中角色與編劇，主導自己的人生！ ＞＞只要符合以下任何一種情況，這本書就適合你： •你是企業領導者，明白說故事是一種強大的工具，想學習如何運用個人故事打造信任感、服務受眾或傳遞理念。 •你是講者或作家，希望找出有意義的個人故事，應用於演講、部落格、文章或書籍。 •你已步入中年或正處於一個關鍵時刻，對於個人成長深感興趣，希望透過回顧過往經歷來整理自己的故事，讓未來更有方向。 │各界好評│ 貝佛莉為我們開啟了一扇門，讓我們找到自己的關鍵詞，打破內在的限制。 ──阿爾恰娜．莫汗（Archana Mohan）／Veritas Investment Partners營運暨技術長 貝佛莉讓我們看見一件非常特別的事：述說自己的生命故事的同時，還能創造連結與意義。如果你曾希望運用自己的人生經驗來發揮影響力，這本書絕對適合你！ ──瑪莉安．克萊蒙斯（Mary Ann Clements）／Action on Disability and Development共同執行長暨轉型長 貝佛莉是一流的生命故事教練，帶領你透過簡單又厲害的過程，挑戰你的限制性信念，引導你進入自我賦能的心態與思維，進而釋放你的說故事潛能。這本書不只是改變人生，更能改變你的說故事方式，重寫遊戲規則！ ──畢芭．比諾提（Biba Binotti）／Global Warriors Ltd創辦人暨執行長 在這本激勵人心的書中，貝佛莉讓我們看見文字何以是世上最強大的力量。你會發現，每個人都有各自的關鍵詞與生命故事，這些都塑造了我們的過去，也能重新定義我們的未來。 ──麥可．馬格里斯（Michael Margolis）／Storied執行長 貝佛莉把社會上熱烈討論的「說故事」主題，轉化得簡單易懂、貼近生活，甚至人

https://youtu.be/rXeKT66qd_s ★☆★深度學習暢銷好書2025全新改版★☆★ 本書專為想掌握深度學習核心概念卻不希望陷入繁瑣數學推導的讀者而設計，以「以程式設計取代定理證明」為宗旨，透過實作引導理解，縮短學習曲線，提升學習趣味與成就感。 內容著重於演算法的觀念理解，輔以大量圖解說明，捨棄冗長的理論鋪陳，讓讀者能夠輕鬆掌握深度學習的核心原理。全書提供完整範例程式與多種演算法的實務應用，強調實用性與延伸性，期盼能激發讀者靈感，將所學應用於實際專案或產品開發中。 本次改版翻修實作的範例程式，並新增更多應用實例及演算法說明，例如Transformer、Diffusion Model等。 《深度學習最佳入門與專題實戰：理論基礎與影像篇》內容包括：深度學習導論、神經網路原理、TensorFlow 基礎操作、物件偵測、生成式 AI、生成對抗網路、擴散模型等，全面涵蓋深度學習的基礎知識與影像應用領域。 適合讀者 ►深度學習的入門者：必須熟悉Python 程式語言及機器學習基本概念。 ►資料工程師：以應用系統開發為職志，希望能應用各種演算法，進行實作。 ►資訊工作者：希望能擴展深度學習知識領域。 ►從事其他領域的工作，希望能一窺深度學習奧秘者。

https://youtu.be/8LZnGUmCLB0 ★☆★深度學習暢銷好書2025全新改版★☆★ 本書專為想掌握深度學習核心概念卻不希望陷入繁瑣數學推導的讀者而設計，以「以程式設計取代定理證明」為宗旨，透過實作引導理解，縮短學習曲線，提升學習趣味與成就感。 內容著重於演算法的觀念理解，輔以大量圖解說明，捨棄冗長的理論鋪陳，讓讀者能夠輕鬆掌握深度學習的核心原理。全書提供完整範例程式與多種演算法的實務應用，強調實用性與延伸性，期盼能激發讀者靈感，將所學應用於實際專案或產品開發中。 本次改版翻修實作的範例程式，並新增更多應用實例及演算法說明，例如Transformer、Diffusion Model等。 《深度學習最佳入門與專題實戰：自然語言處理、大型語言模型與強化學習篇》內容包括：自然語言處理相關演算法、大語言模型、語音辨識、強化學習等，全面涵蓋深度學習的自然語言處理及強化學習領域。 適合讀者 ►深度學習的入門者：必須熟悉Python 程式語言及機器學習基本概念。 ►資料工程師：以應用系統開發為職志，希望能應用各種演算法，進行實作。 ►資訊工作者：希望能擴展深度學習知識領域。 ►從事其他領域的工作，希望能一窺深度學習奧秘者。

‘We must have a procedure – if we are going to hang anyone – that is just,’ said Chief Justice Sir Francis Piggott in 1909, on discovering that Chinese accused of murder were being denied interpretation in Hong Kong’s courts. Due process, no matter how costly or inconvenient, was ‘one of the penalties of empire,’ he declared. Penalties of Empire explores how judges, juries, and lawyers strove to deliver justice during the 150 years when the death penalty was in force in Hong Kong. Nine main chapters focus on key capital trials in the first century of British rule. Among the cases are piracies, assassinations, and crimes of passion and desperation. These chapters describe the proceedings in court and the participants involved. They also explore the debates surrounding each case and the exercise or denial of mercy by governors. Two final chapters discuss the decline of the death penalty after World War II, its suspension after 1966, and the controversies leading to its formal abolition

本書為國內首部專門針對 ComfyUI 的完整教學指南，全面整合最新開放模型「FLUX」的圖形生成概念。從雲端平台到本地環境，帶領讀者一步步建構屬於自己的 AI 生圖工作流程。 內容涵蓋多種 AI 圖形生成與控制技巧，詳盡解析 ComfyUI 的軟體節點設計與介面操作方式，協助讀者有效解決實際應用中的各類問題。 此外，書中深入剖析各式工作流模板，以深入淺出的方式講解核心原理，讓新手與進階使用者都能輕鬆掌握 ComfyUI 的強大魅力。 269頁/ 目錄列表： 前　言 **第一部份　環境建置與使用** 第一節　線上入門使用 1-1　TensorArt的模板複製與轉換 1-2　概念整理 第二節　節點與工作流概念 2-1 節點（Node）、原節點（Primitive）與轉接點（Reroute） 2-2　組（Group）、節點組（GroupNode） 2-3　工作流範本（Template） 第三節　本地端基本安裝 3-1　硬體選擇 3-2　版本種類 3-3　ComfyUI Manager 3-4　安裝與啟動訊息 第四節　本地端軟體環境 4-1　基礎模型推薦與下載 4-2　Python安裝套件的基本指令 4-3　本地的基礎介面 4-4　模型庫簡介（/ComfyUI/Models） **第二部份　工作流概念與圖像問題解法** 第一節　工作流的基本結構 1-1　Model、CLIP與VAE 1-2　個別節點連接方式 1-3　Model相關節點 1-4　CLIP重要節點介紹 1-5　Conditioning節點 1-6　Latent/VAE/Sampler相關節點 第二節　修復與放大圖形 2-1　Image2Image（I2I） 2-2　UpscaleModels+HiresFix 2-3　SDUpscale/TiledUpscale 2-4　ApplyControlnet+HiresFix 2-5　ControlnetTile 2-6　SUPIR 第三節　常見的圖像問題做法 3-1　臉部修復（FaceDetailer） 3-2　人物臉部更換（Reactor） 3-3　風格與要素混合（IPAdapter）概述 3-4　產品人物光線更

內容簡介 Wisdom That Transforms Lives Twenty-five centuries ago, a man who had once lived in royal luxury walked barefoot across the dusty plains of India, sharing insights that would forever change human history. The Buddha—“the Awakened One”—dedicated forty-nine years of his life to illuminating the path beyond suffering for all who would listen. This first volume presents 36 stories from the Buddha’s life and the lives of his disciples, each revealing the Buddha’s remarkable ability to meet people where they were and guide them toward realization. Readers will discover the Buddha’s insights on the importance of kindness, right speech, right actions, and community living that remain profoundly relevant to our lives today. Each story concludes with “Words of Wisdom” that connect ancient guidance to contemporary challenges. Throughout the collection, we see how the Buddha’s gentle yet powerful approach led others to profound insights, inspiring many to become his disciples and

本書收錄了劉曉明大使使英11年期間8場記者會實錄和10場演講後答聽眾問，以及作為中國朝鮮半島事務特別代表2023年4月訪問歐洲期間接受俄羅斯塔斯社副總編輯的專訪和中央廣播電視總台《魯健訪談·對話劉曉明》的訪談實錄。他不畏挑戰、不迴避問題，批駁謬論、澄清事實，向世界展現了中國可信、可愛、可敬的大國形象。 This book compiles 8 press conference transcripts and 10 post-speech Q&A sessions from Ambassador Liu Xiaoming’s 11-year tenure as China’s Ambassador to the UK. It also includes his 2023 exclusive interview with TASS Deputy Editor-in-Chief during his European visit as China’s Special Representative on Korean Peninsula Affairs, along with his dialogue on China Media Group’s “Conversation with Lu Jian.” Confronting challenges head-on, Ambassador Liu refuted fallacies, clarified facts, and presented China as a trustworthy, amiable, and respectable nation to the world.

最愛說故事給孩子聽的創作雙人組　賴曉妍ｘ賴馬 聯手推出 創意圖像讀本【山雨小學】系列 打破制式學習框架，讓每個與眾不同的孩子， 跟著經典繪本角色快樂上學去！ 提升情緒力、知識力、圖文閱讀理解力！ 延續社會情緒學習SEL的核心精神，繼續開展新主題，顛覆「考試」的概念： 考試沒有一定的考法，分數也沒有絕對的標準，從遊戲般的情節中玩出多元價值。 考試是什麼？山雨小學創校850年來第一次發生…….生氣王子火力全開，決心拿第一，阿古力以為勤能補拙，卻把課本都烤焦！愛哭公主崩潰大哭三天，終於接受事實。健康課的考題可以吃嗎？古怪語竟然能用來吟詩？數學好，就能算出總共有幾顆烤肉丸嗎？山雨小學期中考，超乎你的想像！ 山雨小學期中考考試科目： 第一堂：大熊老師的健康課考試 第二堂：古怪語老師的古怪語考試 第三堂：樹懶小姐的數學課考試 第四堂：怪博士的自然課考試 第五堂：巧克力教練的游泳課考試 第六堂：慌張先生的話劇課考試 ★☆★山雨小學招生中★☆★ 你是哪一種小朋友？特別愛哭的、特別愛生氣的、特別會噴火的、特別會游泳的、特別會讀書的、特別乖的，還是特別古怪的？這裡歡迎每一個「特別」的孩子，校長說了，有哪個孩子不是特別的呢？！ALL are welcome! 【山雨小學】系列特色： 1. 經典繪本角色攜手共創新故事--愛哭公主+生氣王子+噴火龍阿古力大集合！ 2. 不一樣的學校，擁抱多元價值--在這裡，什麼學生／老師都有！發生什麼事都不奇怪！ 3. 結合最新閱讀趨勢，不只讀文字，也讀圖像，全面提升閱讀理解力 4. 融合SEL（Social and Emotional Learning, 社會情緒學習）理念，跟角色一起培養各種情緒力 關於內容=>結合社會情緒學習（SEL, Social and Emotional Learning），提升情緒力！ ●練習「自我覺察」、「自我管理」—當公主王子與怪獸不再是眾人的目光焦點時，該如何自處？ ●學會「社會覺察」—愛哭公主與阿古力能同理並察覺彼此的心情 ●觀察其他同學如何互動、如何表達內心感受，即「溝通技巧」 關於形式=>結合最新閱讀趨勢，安排多重圖文敘事，提升圖文閱讀理解力、知識力！ ●圖文故事：多元類型的敘事＝幻想童話＋故事圖解＋分格漫畫 ●PLUS遊戲： 進入故事情境一起玩

The widely acclaimed films of Wong Kar-wai are characterized by their sumptuous yet complex visual and sonic style. Bettinson argues that Wong’s films—from Days of Being Wild and Chungking Express to In the Mood for Love and The Grandmaster—are permeated by an aesthetic of sensuousness and “disturbance” achieved through techniques such as narrative disruptions, jarring cuts, the blocking of facial access, and other complex strategies. The effect is to jolt the viewer out of complete aesthetic absorption. This tenth-anniversary edition of The Sensuous Cinema of Wong Kar-wai includes a substantial new afterword bringing the story of Wong’s career up to date (including reflections on the mainland Chinese drama Blossoms Shanghai). Bettinson revisits and extends the arguments of the first edition, surveys the recent key debates on Wong’s filmmaking, and introduces fresh lines of critical investigation.

The Glasgow Climate Pact signed on the 26th Conference of the Parties of United Nations Framework Convention on Climate Change in 2021, saws representatives' determination for carbon neutrality by 2050. Meanwhile, "Net Zero by 2050: a Roadmap for the Global Energy Sector" proposed by International Energy Agency has suggested hydrogen as a decarbonization technology in various fields. As a clean, stable power with diverse sources, hydrogen provides a promising solution for energy, industry, and transportation, making hydrogen economy a prominent international topic, prompted developed countries actively investing in hydrogen technologies, setting out development pathways, offering policies and subsidies for short, mid and long-term goals. With net-zero by 2050 commitment, Taiwan introduced its goals in 2021, followed by "Taiwan's Pathway to Net-Zero Emissions in 2050" proposed by the National Development Council in 2022, unveiling a cross-ministerial aggregate strategy. Among its twelve

★榮獲第62屆小學館漫畫獎、第20屆日本文化廳媒體藝術祭漫畫部門大獎、2016漫畫大獎第三名殊榮的爵士音樂神作★ ☆劇場版動畫全臺熱血獻映☆ ★各界樂手、音樂家、教育家激推盛讚「最能激勵新手愛上音樂的漫畫」★ ☆專業音樂媒體「爵式WiJazz」監修☆ 身為音樂人，《BLUE GIANT》是你絕對不可錯過的爵士音樂神作， 不是音樂人，《BLUE GIANT》會讓你想踏入音樂的世界── 大在拿到二手的Honda Civic後，啟程南下揮別西雅圖。 正當大因為首次單獨駕車而緊張不已時，遇上了在路旁欲搭順風車的傑森。 他在車上直截了當地表明大的演奏風格絕對不適合即將抵達的城鎮。 而在波特蘭── 這平穩又和煦的小鎮當中，樂音激昂無比的大將展開一場苦鬥……!! ─┤各界音樂家、教育家熱情推薦├─ 吳俊良｜彰化愛樂室內樂團團長 林義凱｜大村國小合唱團指揮 魏相英｜倫敦大學音樂教育碩士 莊凱圍｜單簧管演奏家 葉庭均｜樂壇新生代爵士鼓手 Go Go Machine Orchestra ｜金音獎最佳現場演出獎入圍樂團

防止成癮，從自己做起， 我們就能讓這整個世界煥然一新。 預估到了2040年，日常的休閒時間在美國會達到7.2小時，工作時數則會僅剩3.8小時。人類生活的更富足、更新奇，需要更強的刺激才有快感。換句話說，就是人們會比現在更容易上癮。 我們活在一個基本生存需求獲得充分滿足的時代，用在食、衣、住、行、育、樂的可支配所得、下班後的休閒時間都是如此。 然而，生活過度富足本身就是一種壓力源，導致人們成癮、憂鬱、焦慮和自殺的比率上升。各種調查報告都告訴我們，人類比起三十年前，更不快樂、更憂鬱，也更焦慮。令人費解的是，一個國家愈是富有，心理健康治療愈是普及，國民就愈不快樂、憂鬱和焦慮。 本書作者蘭布克醫師將這個現象稱為「富足的矛盾」（Plenty Paradox），生活過度豐足讓人們持續暴露在唾手可得的快感之中，導致大腦發生了改變。 她提醒我們，當我們在做喜歡的事情的時候，像是追劇、滑手機、打電玩，大腦會釋出少量的多巴胺這種獎勵的神經傳導物質，讓我們感覺到「爽」。 但是，神經科學發現在大腦裡，「爽」和「痛」是在同一個區域處理。大腦非常努力地想要維持「爽」和「痛」的平衡。一旦這個翹翹板偏向了某一邊，我們的大腦就會設法倒向另一邊，試圖恢復翹翹板的平衡。 DOPAMINE是多巴胺的英文，也是一組英文字首縮寫，書中的每一章都對應DOPANINE裡一個不同的字母，它們分別是： Data（資料）、Objectives（目的）、Problems（問題）、Abstinence and Asceticism（禁慾和苦行）、Mindfulness（正念）、Insight (and Radical Honesty)（病識感［和徹底的誠實］）、Next Steps（下一步），和Experiment（實驗）。 本書希望提供「爽痛平衡」的資源，讓每個人都可以從自己做起，協助所有人在這個爽痛拉鋸環境中，找出自己的一條路。蘭布克醫師建議閱讀本書的順序是： 第一到第四章讀完並做完所有練習，然後再進行第四章中介紹的多巴胺齋戒； 2.在多巴胺齋戒期間，讀完第五和第六章； 3.在多巴胺齋戒的尾聲，讀完第七章和第八章。 她建議讀者，這本實踐篇的任何一個部分，都沒有你必須要去完成的特定時間線，你完全可以自己決定自己的速度。做習題的時候，把東西寫到你自己看得懂就好。不必用清晰的筆跡寫

We live on earth as if sailing at sea. This book points out how we may find a harbor for our souls to rest, anchoring in God, so that our lives are connected to Him—sure and steadfast, and one which enter within the veil, and enter into eternity. Now we have a great hope, not only to draw near to God, but to dwell in Him, tasting a glimpse of heaven. 人生如行船，本書為您指出靈魂得安棲的港口，教導我們拋錨於神裡面之道，不但能親近神，而且得以住在神裡面，預嚐天堂的樣式；使漂泊的靈魂得與神連結，又堅固、又牢靠，直通到永恆。

★程式小白一學就會，不再半途而廢★ 一改傳統以鉅細靡遺的語法為導向的學習方式，採取AI時代的學習方式，以解決問題為核心，透過貼近生活的實例講解重要的語法與主題，有效率地和AI助理合作，讓初學者不再苦苦糾纏於繁瑣的語法，培養解決問題的邏輯思維。 ★實用套件輕鬆上手，寫出厲害、有用的程式★ ．pillow：圖像處理，例如色彩模式、裁剪、旋轉、翻轉、濾鏡等。 ．matplotlib：繪製圖表，例如折線圖、散布圖、長條圖、直方圖、圓餅圖等。 ．tkinter：建立圖形使用者介面 (GUI)。 ．Requests、Beautiful Soup：網路爬蟲，例如抓取臺灣銀行牌告匯率資料、從yahoo!股市抓取即時股價等。 ★與ChatGPT完美合作，寫出正確、高效的程式★ 提示工程技巧大公開：查詢語法和範例◎撰寫、修正與優化程式◎閱讀並測試程式碼◎除錯◎幫程式加上註解或try…except語法◎解決流程錯誤與無窮迴圈◎撰寫邏輯複雜的程式◎透過設計與撰寫函式來解決問題◎查看與解決程式錯誤所造成的例外◎根據資料判斷要使用哪種圖表並撰寫程式◎根據附圖與文字敘述撰寫GUI程式◎解決網路爬蟲程式失敗。 在本書中，我們會在每章的開頭講解重要的語法與主題， 然後在結尾的地方透過「 ChatGPT程式助理」專欄，示範如何有效率地和AI助理合作， 讓初學者能夠快速寫出正確、有用的程式！ 當然這些提示工程技巧並不限定於ChatGPT，你也可以舉一反三、靈活運用在Gemini、Copilot等AI助理。 將「 ChatGPT程式助理」以專欄的形式放在各章的結尾，不僅能夠適時地示範ChatGPT在不同主題的使用技巧， 而且不會干擾讀者自學或教師上課的節奏。

👍 中華企業資源規劃學會「商用數據應用師」認證教材指定用書 過去在商用大數據分析上，多著重在演算法的介紹，內容過於側重數理理解，這讓許多商管學生為之卻步。更有甚者，是太著重在程式撰寫上，這也讓沒有程式基礎的學生難以親近應用。 本書要打破這些商管學生的困擾，以顧客的R（銷售時間）、F（銷售頻率）、M（銷售金額）商業資料為主，以循序漸進方式，介紹各類資料探勘的聰明方法（即演算法），再透過免費的Google Colab平台，以Python語言為基礎，用簡易的指令撰寫，協助商管背景人士一步步進行操作，期望商管人士可以在這樣開放、免費的環境下，透過案例說明與實作，輕鬆跨過這道牆，建立起對商用大數據分析的正確基礎觀念與操作。 * 最新第二版特別針對生成式人工智慧（Generative AI）等新興技術進行介紹，讓讀者可以在大數據的框架下，掌握未來技術的發展趨勢。 * 以豐富的插圖與淺顯易懂的解說，輕鬆讀懂大數據演算法的內容。 * 提供商管案例做為資料探勘參考。 * 所有實作資料來自於轉換後的真實商業資料。 * 提供完整程式碼無痛接軌實作。 * 中華企業資源規劃學會「商用數據應用師」認證教材指定用書。

In an epic historical story that talks directly to our times, Cross and Dragon dramatizes the life of one of the most famous Western figures in China: Italian Jesuit Matteo Ricci. Sent by the Pope in the late 16th century to convert the Chinese Emperor, Ricci was faced with a “mission impossible” as China in the Ming Dynasty did not allow foreigners to enter the country. Initially, dressed like a Buddhist monk, he slipped into the country, where he impressed everyone he met with his secret weapons: remarkable memory techniques and the latest Western science. He stayed for 30 years. During this time, his journey took him from southern China and rural life to the mesmerizing city of Nanking and on to Peking, where he eventually had an office in the Forbidden City. Through his belief in cultural engagement rather than military confrontation, he opened new doors for East–West understanding.

006 第一回：調職到國外 文法1：I had better go 文法2：What do you do for a living? 020 第二回：自我介紹 文法1：the last marketing manager had left the company 文法2：As I mentioned in email 033 第三回：內部會議 文法1：How about emphasize the convenience and eco-friendly to the public 文法2：We can also introduce the other products that we produced to them 045 第四回：問路 文法1：It takes about a half-hour 文法2：Thanks to 053 第五回：慶祝生日 文法1：finish eating 文法2：here is a box where I put the number of gifts 065 第六回：確認資訊 文法1：Raw ingredients like meat, poultry, and raw vegetables contain microorganisms 文法2：Whenever the garbage truck comes, we will have people to throw them off 079 第七回：線上會議 文法1：I sent you the agenda before the meeting 文法2：Please send me a copy of design if you are done 091 第八回：計畫第一次出遊 文法1：I did even play in Carnegie Hall 文法2：why do you pick New York?

006 第一回：不可不知的美國超級市場！ 文法1：be known as 文法2：had+pp 過去完成式 015 第二回：尋找冷凍食品！ 文法1：Maybe 文法2：As well as 024 第三回：尋找適合自己的牛奶 文法1：Both A and B 文法2：any 033 第四回：一窺不同牛肉的說法 文法1：come in 文法2：Here it is ph. 042 第五回：尋找自己想吃的麵包 文法1：be located 位於 文法2：be made with 050 第六回：不同風味的嘴饞零食 文法1：In the mood for= to feel like doing or having something有意（做／要…) 文法2：What about~?可用來徵求意見，打聽細節 058 第七回：選擇適合自己的飲品 文法1：Enjoy表享受後面會加Ving 文法2：a few表稍微、不多的 (正面)後面加可數名詞 066 第八回：選擇適合自己親友的進口招 待食品 文法1：Prepare 文法2：Include

https://youtu.be/4PF_5d1GYmE ChatGPT全新功能 4o/o1/o3、Reason、Search、Canvas、Projects、Voice、Sora 推理、搜尋、畫布、專案、語音、視訊、影片 開創AI無限可能 內容簡介 ★★★★★【第1本 ChatGPT全新功能】★★★★★ ★★★★★【o1/o3 + Canvas + Projects + Sora】★★★★★ ★★★★★【Projects x Voice x視訊】★★★★★ 2024年12月5日起連續12天全新功能登場，甚至也預告了ChatGPT o3/o3-mini的上市。這本書完整說明ChatGPT全新功能和突破性的技術，此外本書內容也包含了，自從2024年5月ChatGPT Omni以來新功能的詮釋，期待可以幫助讀者更完整掌握AI的浪潮。 ◎ 「o1」、「o3」的推理(Reason) ★解釋原理，與4o的比較。 ★策略規劃與決策建議實例。 ★科技研發與創新設計實例。 ★數學問題求解實例。 ◎ 進階語音模式(Advanced Voice Mode) ★ ★語音與視訊功能，提升溝通效率。 ◎ 搜尋(Search) ★從靜態知識到動態資訊引擎。 ★11大搜尋類別實例。 ★語音搜尋。 ★導航搜尋。 ★搜尋與摘要。 ◎ 畫布(Canvas)應用 ★ChatGPT協同寫作的全新體驗。 ★ChatGPT助攻Python與其他程式語言設計。 ◎ DALL-E ★AI繪畫與局部修圖功能。 ★風格轉換。 ◎ 專案(Projects)管理 ★資料集中管理。 ★高效內容搜尋與過濾。 ★整合與協作。 ◎ 圖表製作 ★ 靜態與互動圖表。 ★ 股市資料視覺化分析。 ◎ Sora ★ 文字生成影片。 ★ 圖片生成影片。 ★ 影片混合生成影片。 ★ 故事板(Storyboard)的應用。 我們正處於一個 AI 蓬勃發展的時代，這不僅是技術的革新，更是一場創意的革命。讓我們透過這本書，共同探索 ChatGPT 全新功能帶來的無限可能，成為這場變革中的引領者！

In Lu Xun and World Literature, Xiaolu Ma, Carlos Rojas, and other contributors examine various aspects of Lu Xun, who is known as the father of modern Chinese literature. Essays in this book focus on Lu Xun’s works in relation to the notions of world literature and processes of literary worlding. The contributors offer detailed analyses of Lu Xun’s own literary oeuvre and of foreign works that engage with his writings. This volume also focuses on many facets of the publication and dissemination of Lu Xun’s works’, from printing and binding to the discussions and debates that followed their release in China and abroad. This book not only makes an important contribution to the field of Lu Xun studies, but also proposes a reexamination of the category of world literature.

In Socializing Medicine, Pao-chen Tang, Yuqian Yan, and Ling Zhang explore the intersections of medicine, health, and East Asian media. Interweaving archival research, audiovisual analyses, and theoretical insights from the emerging field of health humanities, the book reveals the multifaceted ways in which the mass media—from photography and film to television and live streaming—has been deployed as a tool for controlling medicine and health, privileging those with power and authority from the early twentieth century to the present. Adopting anti-colonial and anti-capitalist perspectives, the contributors in this volume challenge the dominant mediations of health against the backdrop of imperialism, Cold War geopolitical tensions, and neoliberal capitalism. Collectively, they advocate for alternative understandings of medical culture through media productions that envision accessible and equitable healthcare practices.

This is probably the first book dedicated to the life and times of the doctors who have shaped the medical development of Hong Kong. It is a fascinating story of how the pioneers transformed a city with primitive medical services into what it is today—a city with advanced medical facilities as in any major Western city. —Dr. Mak Wai-ping Chairman (Executive Committee) and Board of Directors Hong Kong Museum of Medical Science Society The development of Western medicine in Hong Kong to its current sophisticated state over more than 150 years is a fascinating story. And this book tells the above history from a special perspective—the personalities responsible for this remarkable achievement. These individuals, spanning over a period of over 150 years, comprised doctors in government public medical and health services who advocated new initiatives and laid the infrastructure; those who established health policies, and moved the health system forward; the medical educators who trained t

This book is the second in a two-volume monograph on the Zidanku Silk Manuscripts. Looted in 1942 from the Warring States-period Chu tomb at Zidanku, Changsha, the manuscripts date to the turn from the 4th to the 3rd centuries BCE and are the only pre-Imperial Chinese manuscripts on silk found to-date. The monograph represents the culmination of almost four decades of research by Professor Li Ling of Peking University. Volume One addresses the circumstances of the discovery of the Zidanku Silk Manuscripts and the subsequent provenance history in China and the United States. Volume Two provides the first complete transcription of the Zidanku Silk Manuscripts in their entirety together with reproductions of the original manuscripts. The transcription is accompanied by comprehensive annotations, with full paleographic and philological analysis of the texts. An English translation of the texts has been added by Professor Donald Harper. For the first time, the Zidanku Silk Manuscripts can

https://youtu.be/1s9CaTmY4RM 機器學習 最強入門邁向AI高手 王者歸來(全彩印刷) 內容簡介 ★★★★★【數學原理 + 演算法 + 真實案例 + 專題實作】★★★★★ ★★★★★【數學 x機率 x 統計 x 演算法】★★★★★ ★★★★★【機器學習演算法 x AI專題】★★★★★ AI時代的學習革命：用最簡單的方式掌握機器學習。 機器學習已成為當今科技領域的核心技能，但艱澀的數學與複雜的概念常讓人望而卻步。本書以淺顯易懂的白話解釋，結合全彩圖表輔助教學，幫助讀者輕鬆入門、快速掌握機器學習的核心知識與應用技巧。 本書特色 ◎ 白話解釋機器學習：摒棄晦澀公式，以簡單明瞭的語言說明每個概念，配合豐富的全彩圖表，讓學習變得更輕鬆有趣。 ◎ 基礎數學起步，實現 AI 場景應用：從基礎數學概念講解機器學習，逐步導入 AI 在生活中的實際應用，橋接理論與實務。 ◎ 彩色圖解演算法，從小數據開始：用彩色圖像化的方式清晰呈現演算法的運作原理，並從簡單的小數據案例帶領讀者進入真實世界的應用。 ◎ 實用程式碼範例：提供完整的 Python 程式碼範例，將理論知識與實務結合，幫助讀者快速上手，並理解如何將理論轉化為可行的程式解決方案。 ◎ AI 專題實戰：涵蓋特徵選擇、模型選擇、超參數調整等進階主題，提供解決特定問題的策略與技巧，助力讀者邁向機器學習高手之路。 數學場景 × AI 實例 ◎ 方程式、一元到多元函數 ★餐廳經營、業務員績效、網路行銷 ... 等。 ◎ 最小平方法 ★國際證照考卷銷售、房價預測、便利店銷售 ... 等。 ◎ 機率與單純貝式理論 ★疾病分析、客戶購買意願、垃圾郵件 ... 等。 ◎ 指數、對數與激活函數 ★廣告效果、回購率分析 ... 等。 ◎ 基礎統計 ★超商數據、考試成績 ... 等。 ◎迴歸分析 ★臉書行銷、冰品銷售、網站購物 ... 等。 ◎向量與矩陣 ★網購行為分析、推薦系統、家庭用電預測 ... 等。 演算法原理 × AI 專題 ◎ 房價預測 ★ 波士頓房價 ☆ 加州房價 ◎ 葡萄酒專題 ★ 葡萄酒分類與評價 ◎ 醫療健康 ★ 糖尿病診斷 ☆ 乳腺癌檢測 ★ 醫療保險分析 ◎ 經典數據集

In 1842, the Qing Empire signed a watershed commercial treaty with Great Britain, beginning a century-long period in which geopolitical and global economic entanglements intruded on Qing territory and governance. Previously understood as an era of “semi-colonialism,” Stacie A. Kent reframes this century of intervention by shedding light on the generative force of global capital. Based on extensive research conducted with British and Chinese government archives, Coercive Commerce shows how commercial treaties and the regulatory regime that grew out of them catalyzed a revised arts of governance in Qing-administered China. Capital, which had long been present in Chinese merchants’ pocket-books, came to shape and even govern Chinese statecraft during the “treaty era.” This book contends that Qing administrators alternately resisted and adapted to this new reality, through taxation systems such as transit passes and the Imperial Maritime Customs Service, by reorganizing Chinese territory

隨著國際消費市場對淨零減碳的追捧勢不可擋，加上臺灣政府積極地向國內服務業者宣導減碳的議題，鼓勵民間共同響應且不斷投入政府資源來協助企業進行數 位轉型，同步優化經營能力，直接或間接地讓企業主與社會大眾逐步對環境的保護 與地球永續的訴求感到認同，也讓企業主在追求快速成長過程當中，有意識地開始 將永續發展列為企業發展的必修課題。 結合未來趨勢，企業嘗試建立服務業的低碳營運模式，可創造更多機會財，例 如，運用雲端系統優化整個企業經營 Know-How，加速上下游的資訊彙整，減少地 端的實體大型主機建置費用，以及克服維護人員的養成不易，除了主機資料上雲之 外，亦可善用數據中臺(Data Middle Platform)，導入數位轉型計畫於各項整合平臺，可藉此進行分眾數據分析，掌握許多消費者端的行為資訊，促使產業瞭解不同族群 的需求，推動更多創新概念產生，為社會帶來更便利的生活體驗。 智慧減碳透過整合管理資訊和數據，能成為企業的新競爭力來源;服務業可以利用數位化工具來持續改進營運成果。系統化的數位化服務幫助企業節省無效成本，打造獨特的服務 DNA，並升級營運模式，開拓未來發展的新機會。

During the nineteenth century, the transpacific world underwent profound transformation, due to the transition from sail to steam navigation that was accompanied by a concomitant reconfiguration of power. This book explores the ways in which diverse Mexican, British, Chinese, and Japanese interests participated, particularly during Porfirio Díaz’s presidency at the peak of Mexico’s participation in the steam network: from its 1860s outset through a time of many revolutionary changes ending with the World War, the Mexican Revolution, the opening of the Panama Canal, and the introduction of a new maritime technology based on vessels run by oil. These transoceanic exchanges, generated within these new geographies of power, contributed not only to the formation of a transpacific region but also to refashioning the Mexican national imaginary. With transnationalism, global and migration studies as its main framework, this study draws upon a dazzling array of primary sources to center Mexic

Hong Kong and Macau have both been Special Administrative Regions of China since 1999. To this day, however, the two SARs and mainland China have yet to form a cohesive agreement for extradition. Yanhong Yin proposes a theoretical model—the China Arrest Warrant—that fulfils three essential criteria: compliance with the framework of “One Country, Two Systems,” allowance for differences within the three divergent legal systems, and sufficient human rights protection. This model takes direct inspiration from the European Arrest Warrant, which is undergirded by the principle of mutual recognition—the idea that while states may make different decisions on a wide range of matters, results will be accepted as equivalent to decisions made by one’s own state. The success of the European Union’s adoption of mutual recognition across political, economic, and legal situations is instrumental in providing a blueprint for judicial cooperation among mainland China, Hong Kong SAR, and Macau SAR. Th

Benny Chia’s memoir of life on the fringe is a vivacious slice of Hong Kong’s life and cultural development at a time of minimal institutional support. His colourful and anecdotal story will interest culture practitioners as well as the general reader curious about the Fringe Club and its role as a seedbed for local artists and as a venue for international ones, both functions championed by Benny at the helm of this small but important institution housed in a distinctive former ice house in Central.

The Hong Kong Cemetery in Happy Valley is home to over 470 graves connected to the city’s Japanese population. Most of these graves belong to individuals who died during the Meiji era (1868–1912), a remarkable period of modernisation and opening up of Japan that saw thousands of its inhabitants travel to other parts of the world to study, work, and settle. Who were these people? What were they doing in Hong Kong? And why were unbaptised Japanese buried in what was called at one time the ‘Protestant Cemetery’?Hong Kong’s Meiji-era Japanese community was one of two halves. Company executives sat atop the social ladder and karayuki-san, or prostitutes, occupied the lower echelons, with tradespeople and professionals somewhere in between. By revealing the personal journeys of these mostly forgotten Japanese, the authors aim to add to transnational perspectives on Hong Kong and Japan during the late nineteenth and early twentieth centuries, as well as increase recognition of this fragm

Surrealism in China initially gained a foothold in Shanghai’s former French concession during the early 1930s, disseminated by returning Chinese students who had directly encountered the movement in Paris and Tokyo. Shanghai surrealism adopted a dialectical form, resonating with the modus operandi of the Parisian movement as well as China’s traditional belief system of Daoism. Reconciling the thought of Freud and Marx, Surrealism subsumed the multiple contradictions that divided Republican Shanghai, East and West, colonial and cosmopolitan, ancient and modern, navigating the porous boundaries that separate dream and reality. Shanghai surrealists were not rigid followers of their Parisian counterparts. Indeed, they commingled Surrealist techniques with elements of traditional Chinese iconography. Rather than revolving around a centralized group with a leader, Shanghai Surrealism was a much more diffuse entity, disseminated across copious different periodicals, avant-garde groups, and th

"My Journey to the West was inspired by my father, uncles and grandfather’s ventures to the Gold Mountain at a very young age. I had already made up my mind that I would follow their paths and embark on this adventurous journey when I grew up and searched for my own fortune." ：Brian Wong 黃榮富 From a small village to the west. From a fish pond to Hong Kong. Across the ocean to the port city of Liverpool... The story of searching for Gold Mountain started with a little boy, Brian Wong, who was living in Kaiping City, a small village in China. Brian Wong knew that one day he would embark on this perilous journey—language difficulties, prejudice—but owing to his endurance and hardworking spirit, he overcame. Follow the steps of his ancestors to achieve his dream of a golden mountain. It is a story about Brian Wong and all the overseas Chinese. See how they built Chinese culture in a foreign land with the Chinese spirit. Over 200 years ago the Wuyi people (Note 1) consisted of fi

★榮獲第62屆小學館漫畫獎、第20屆日本文化廳媒體藝術祭漫畫部門大獎、2016漫畫大獎第三名殊榮的爵士音樂神作★ ☆劇場版動畫全臺熱血獻映☆ ★各界樂手、音樂家、教育家激推盛讚「最能激勵新手愛上音樂的漫畫」★ ☆專業音樂媒體「爵式WiJazz」監修☆ 身為音樂人，《BLUE GIANT》是你絕對不可錯過的爵士音樂神作， 不是音樂人，《BLUE GIANT》會讓你想踏入音樂的世界── 在「NUMBER FIVE」結束了於英國搖滾音樂節的奇蹟演出後， 收到了全歐州最大規模的爵士音樂活動── 荷蘭「北海爵士音樂節」的演出邀約， 而且主辦方還允諾提供最大的舞臺。 儘管四重奏的人氣正直線上升， 有股念頭卻在大的心中揮之不去。 解散────── 面對打算挑戰新事物的大，團員們又會做何反應…!? 賭上所有、席捲一切的演奏即將開始…!! ─┤各界音樂家、教育家熱情推薦├─ 吳俊良｜彰化愛樂室內樂團團長 林義凱｜大村國小合唱團指揮 魏相英｜倫敦大學音樂教育碩士 莊凱圍｜單簧管演奏家 葉庭均｜樂壇新生代爵士鼓手 Go Go Machine Orchestra ｜金音獎最佳現場演出獎入圍樂團

The Power of Interchange Time is impartial—each day lasts a fleeting 24 hours. Even if we work tirelessly throughout our lifetimes, our accumulated experience will be quite limited. If everyone withheld their treasured experience instead of sharing, the development of national parks and even global conservation progress would be completely different from what they are now. However, because our predecessors generously shared their precious experience with like-minded fellows, active followers, and those new to such issues through various methods, they have inspired more and more people to embark on the journey of conservation. In Cover Story I, we witness how Taiwan has become a “voice” for conservation and sustainability by conducting wetland conservation lectures, the Wetland Research Camp, the International Summit on Greyfaced Buzzard and Migratory Raptors, and other activities to promote domestic and international experience exchanges. By participating in SDGs Asia, Taiwan’s natio