Practical API Design

【新書簡介】◆ 集結10多年豐富的實戰經驗，涵蓋量化交易的各種面向，快速上手Python期貨量化交易！ ◆本書以商品期貨為標的，Python為工具，讓你使用策略來進行量化交易。這些基於AI及統計學原理的交易方法，讓你不再靠感覺讓自己的金錢陷入險境。內容安排由快速講解Python原理開始，直接就進入量化交易的策略分析，通通是被殘酷市場驗證過的賺錢案例。不僅完整說明量化交易的API，也提供了開放原始碼的SDK做使用。之後講解CTA策略，交易方法相對規則化、系統化，結合不同的策略理論開發CTA策略，包括了最重要的回歸策略和布林帶、乖離率等等。另外也有完整的回測和實盤，讓你的策略能真正通過實戰測試，包括使用Tick資料讓回測更精準、回測績效報告詳解、如何避開回測中的陷阱、遞進和交叉回測、量化交易實盤。對優秀的量化交易者來說，掌握風險管理的方法是非常有必要的。本書也介紹了期貨市場的三大風險及正確的倉位管理方法。在最後的單元中，也說明了常用的止盈和止損方法、量化交易與基本面資料、交易中常用的數理知識、量化交易與統計學。本書從真正的實戰交易出發，透過各種經典策略案例來指導讀者實作學習，讓您以更精準的方式，殺入量化交易的熱區賺大錢！【獨家特色】★ 附帶完整的策略程式，提高學習效率。★ 涵蓋 Python 程式語言基礎知識。★ 對量化交易策略案例進行分析。★ 專案案例典型，實戰性強，高應用價值！★ 提供完整的技術支援。【適合讀者】● 需要全面學習量化交易的主觀交易者。● 金融分析師。● 金融專業學生。● 喜歡交易的 IT 從業者。● 希望提高量化交易水準的人員。※ 本書附程式碼，可至深智官網下載：https://deepwisdom.com.tw/

【本書特色】• 雲端原生的價值與容器執行時期的關係。• Docker與Kubernetes的發展歷史介紹。• 容器技術發展史及其依賴的Linux基礎。• containerd的安裝與部署及CLI工具操作。• Kubernetes中的CRI機制及containerd中的CRI Plugin架構。• containerd中的CNI規範與網路外掛程式。• containerd透過snapshotter管理容器鏡像的方法。• containerd的核心元件架構與各個模組剖析。【書籍內容】本書共分為八章，第一章講解雲端原生與容器執行時期，介紹什麼是雲端原生，探討其價值以及它與容器執行時期的關係，了解Docker與Kubernetes及containerd容器技術的發展歷史。第二章深入探討容器執行時期的概念，從容器技術及介紹容器，容器所依賴的Linux基礎，當前的容器執行時期規範等。第三章則專注於如何使用containerd，內容涵蓋containerd的安裝和部署，以及如何透過ctr和nerdctl兩種CLI工具操作containerd。第四章講解containerd與CRI的關係，介紹Kubernetes中的CRI機制及其演進，containerd中的CRI Plugin架構和設定，以及CRI使用者端工具crictl的使用方法。第五章主要講解containerd中的容器網路，介紹CNI規範、常見的CNI網路外掛程式，以及如何在containerd中指定容器網路建立容器等。第六章介紹containerd和容器儲存，詳細說明containerd是如何透過snapshotter管理容器鏡像的。第七章對containerd的核心元件進行剖析，根據containerd的架構講解組成containerd的各個模組，如API、Core以及Backend層的多個模組。第八章探討containerd在生產與實踐中的一些操作，包括如何設定containerd的監控，如何基於containerd做延伸開發等。

辦公室作業自動化Word、Excel、PowerPoint、PDF、CSV、Pandas多執行緒、排程、藝術二維碼、短網址、電子郵件、爬蟲【本書內容】★☆★☆★【技術最強、功能最廣】★☆★☆★★☆★☆★【國內第1本 - 藝術二維碼、短網址】★☆★☆★★☆★☆★【AI助力效率飛躍】★☆★☆★★☆★☆★【多執行緒設計效能提升】★☆★☆★◆正則表達式CIA情報員搶救任務電子郵件地址自動擷取文件格式化自動化◆多執行緒進階平行運算客戶服務系統效能提升即時數據同步技術企業自動化報表生成◆自動化檔案管理自動化備份流程批次檔案修改過期文件自動清理◆提升效率的利器 – 短網址短網址生成器短網址解析技巧◆藝術二維碼QRCode到電子名片背景圖像QRCode◆告別重複工作 – 自動化排程schedule模組應用APScheduler模組 - 背景任務管理◆Python高效處理Word自動化行銷文案生成擷取圖表、表格數據Word與PDF格式互轉◆PDF魔法擷取PDF中的圖片、文字與表格PDF文件加密與解密PDF浮水印自動生成◆Python操作Excel吸睛報表完美呈現數據圖表說故事樞紐分析表的強大應用Excel與CSV轉換Excel轉PDF◆Python操作PowerPoint程式自動生成簡報批次簡報製作 - 效能再升級會議簡報自動化流程PowerPoint轉PDF◆傳送與接收電子郵件自動發送會員信件通知會員繳費提醒找出含特定內容的郵件◆網路爬蟲技術多執行緒爬蟲下載圖片自動抓取網頁數據並轉成表格JSON數據下載轉CSV或Excel網頁表格轉CSV或Excel◆Openai API助攻客服設計線上客服設計ChatGPT x Excel建立客服知識庫

From hilarious MEGA-bestselling author, Katie Kirby, comes a brand-new Lottie Brooks book with a twist! Hi, Lottie Brooks here! I’ve just found out that you’ve all been reading about my most EMBARRASSING moments for years . . .it’s meant to be my TOTALLY SECRET PRIVATE DIARY!!Seems like it’s only fair then that it’s YOUR TURN! Lottie has been sharing her most cringe-inducing moments for years, and this book sums up all of Lottie’s knowledge and wisdom for a totally ESSENTIAL guide to life. Lottie and her friends are here to help you through those tweenage years with their best advice on school, friendship, crushes and, most importantly, SNACKS. Filled with BRAND-NEW stories and Lottie inspired activities, plus space for you to write and draw as well, grab a pen (and maybe a KitKat Chunky, for energy) and get ready to learn from Lottie!What will you find inside:Tips and advice from LottieHilarious activities including Would you Rather, design your Drink of Dreams, list your top snacks,

☆★☆ ChatGPT / Copilot超強助力 ☆★☆ 「圖解」≠「簡單」，物聯網初學者真正零基礎學習的入門書籍 使用ESP8266開發板，輕鬆實作MicroPython，快速進入STEAM世界 從ESP8266到Raspberry Pi Pico，搭配ChatGPT/Copilot輔助寫程式，輕鬆學會程式設計、運算思維與物聯網應用！ 本書內容相當適合對Python或運算思維有興趣的初學者，可作為Python程式設計入門，或 MicroPython 物聯網相關課程教材。架構上亦循序漸進地從 Python 基礎開始，透過Copilot 生成式 AI 學習程式語法，接著進入 MicroPython 物聯網應用的各種領域，並搭配 ChatGPT 來加深 / 加廣程式的撰寫，輕鬆使用 MicroPython 整合 Web 服務，建立出所需的物聯網應用與專案開發。 【內容重點】 ✣ 使用「初學者」的Thonny Python IDE來輕鬆入門Python + MicroPython程式設計到Raspberry Pi Pico開發板。 ✣ 本書提供獨家ESP8266Toolkit工具箱，支援Blockly for MicroPython積木程式，讓你使用積木拼出你的MicroPython程式。 ✣ 使用ESP8266高性價比的入門「機智雲」開發板，不需麵包板；不用硬體接線，讓你輕鬆實作軟硬體整合的MicroPython程式設計，快速進入STEAM世界（Science 、Technology、Engineering、Arts和Math）。 你將學會以下專案： ✔ 建立三色 LED 的跑馬燈 ✔ Google圖書查詢的 Web API ✔ OpenWeatherMap 天氣資訊指示燈 ✔ 使用 LINE Notify 送出天氣通知 ✔ 上傳 OpenWeatherMap 目前氣溫 ✔ 使用MQTT上傳資料至物聯網平台 ✔ 使用Timer計時器建立跑馬燈 ✔ 使用HTML網頁遠端控制 LED ✔ 使用空手彈奏的 Pico電子琴 ✔ 溫溼度OLED監控IoT裝置+NodeRED儀表板 【適合讀者】 已經有其他程式語言基礎，或對運算思維有興趣。 適合用於自學 Python 程式語言。 適合想體驗自造精神或軟硬體結合。 可以作為 Python 程式設計課程的教學教材。

The bestselling classic and basis for the Tony Award-winning musical and upcoming movie Wicked, here paired for the first time with the other three books in the Wicked Years series (Son of a Witch, A Lion Among Men, and Out of Oz) in a stunning box set featuring a gorgeous design and new covers for all four trade paperbacks.Gregory Maguire's groundbreaking New York Times bestselling series redefined the land of Oz, its inhabitants, its Wizard, and the Emerald City, viewing the world created by L. Frank Baum through a darker and greener lens.Wicked. The first novel in the series, basis of the smash hit musical, explores a land where animals talk and strive to be treated like first-class citizens, Munchkinlanders seek the comfort of middle-class stability, and the Tin Man becomes a victim of domestic violence. And then there is the little green-skinned girl named Elphaba, who will grow up to become the infamous Wicked Witch of the West--a smart, prickly, and misunderstood creature who ch

本書共分10章。第1章介紹Nacos的動態發現、健康檢查、設定管理、技術選型、分散式事務及其與Eureka的區別。第2章介紹Dubbo的基本概念、整合、設定、註冊中心、偵錯和監控、擴充、原理、性能最佳化及序列化協定。第3章介紹ZooKeeper的結構、特性、資料模型、API、應用場景、工作原理以及監控和管理。第4章介紹Spring Cloud Security OAuth 2的授權模式、底層工作原理及JWT技術。第5章介紹Spring Cloud Gateway的路由與更新、負載平衡策略、篩檢程式、限流方式、底層工作原理及高併發下的問題與解決方案。第6章介紹分散式鏈路追蹤的背景和概念，Skywalking的安裝設定、資料獲取、呼叫堆疊分析和故障排除。第7章介紹量控制元件，涵蓋限流、熔斷、降級、動態規則、服務治理、流量控制方式、核心元件及Sentinel規則和持久化推送模式。第8章介紹了Apache ShardingSphere與同類產品，並討論分片策略、資料遮罩、分散式事務、資料庫讀寫分離、主從同步、叢集管理、跨資料庫分頁、垂直與水平拆分、廣播與綁定資料表及底層實現原理。第9章介紹Elasticsearch、Logstash和Kibana的安裝設定及底層實現原理。第10章介紹RocketMQ的安裝、設定、架構、基本原理及高可用性、容錯性、性能優化和監控方法。 【本書看點】l 動態發現與健康檢查l Dubbo基本概念與整合l ZooKeeper結構與特性l OAuth 2授權模式l Spring Cloud Gateway路由與更新l 分散式鏈路追蹤背景和概念l 流量控制元件對比介紹l ShardingSphere分片策略與資料遮罩l Elasticsearch+Logstash+Kibana安裝設定RocketMQ架構與基本原理

This Oman guidebook is perfect for independent travellers planning a longer trip. It features all of the must-see sights and a wide range of off-the-beaten-track places. It also provides detailed practical information on preparing for a trip and what to do on the ground. And this Oman travel guidebook is printed on paper from responsible sources, and verified to meet the FSC’s strict environmental and social standards. This Oman guidebook covers: Muscat; the Hajar Mountains; Nizwa; Al Hamra; Al Batinah; Seeb; Barka; the Rustaq Loop; the Musandam Peninsula; Khasab; Sharqiya; Sur; Saiq Plateau; Dhofar.Inside this Oman travel book, you’ll find:A wide range of sights – Rough Guides experts have hand-picked places for travellers with different needs and desires: off-the-beaten-track adventures, family activities or chilled-out breaksItinerary examples – created for different time frames or types of tripPractical information – how to get to Oman, all about public transport, food and drink, s

要評價安倍政權絕非易事，這個日本憲政史上歷時最長的政權，是怎麼辦到的？本書是安倍晉三、菅義偉、岸田文雄、甘利明、茂木敏充、石破茂、高市早苗等54位關鍵人物的深度訪談與剖析！歷時7年8個月的安倍晉三政權，是日本憲政史上執政最久也相對穩定的政權，是自由民主黨自1955年成立以來首見，對日本來說，也是很特殊的存在。安倍政權致力於解決日本所面臨的重要問題，包括解決通貨膨脹和促進經濟成長、強化日美同盟與建構抗中實力、貿易自由化和制定國際規範、改革公司管理法、增加女性就業機會和勞動改革、強化政府的風險管理能力等，卻也引來了日本國內兩極化的評價，有人讚賞安倍首相的外交手腕與保持政治穩定的努力，也有不少人認為安倍的作為很危險，權力過度膨脹，而國際社會則普遍對安倍政權的外交、安全保障政策讚譽有加。澳洲最具代表性的智庫──洛伊國際政策研究所（Lowy Institute For International Policy）於2019年，稱讚安倍首相為「亞洲自由秩序的領導者」。要評價安倍政權絕非易事，但可以肯定的是，安倍政權對於日後的日本執政者來說，是重要的參考依據。本書由亞太倡議智庫（Asia Pacific Initiative，API）企劃，以安倍政權推動的政策與執行方式作為主題，訪問了包括安倍晉三在內的54位關鍵人物，試圖釐清安倍政權的施政作為與得失，為安倍政權留下總體評價。本書特色1.以安倍政權推動的政策與執政方向作為主題，檢證政策的決定過程，徹底剖析安倍政權各時期的執政樣態。2.訪談首相安倍晉三、官房長官菅義偉等54位安倍政權主要內閣成員與官邸幕僚，根據當事者的說法，嚴謹探究，歸納出客觀結論。3.書末收錄安倍政權各時期閣員一覽表、自民黨幹部一覽表，以及安倍政權相關年表。

教你「平面創新風格」第一課幾何圖案， 比照片更簡潔，比插畫更有設計感●經典幾何──建立品牌專業感●簡約幾何──容易衍生周邊商品●彩色幾何──活動搶眼主視覺精確＋專業＋結構=極致之美主視覺＋品牌識別&周邊，幾何設計最給力圖像不求人，有效放大商品獨特性無限延伸，更能發展獨家周邊商品！KIEHL’S禮盒∣日本黑白和服∣手工巧克力∣歐洲爵士音樂節∣北歐居家博覽會∣電音專輯∣資訊IT公司LOGO∣珠寶包裝──100個全球線上最新案例「數學展現了秩序、對稱和極限，這些正是美的極致形式。」──亞里斯多德▌為什麼幾何設計這麼給力？比照片更簡潔有力，比插畫更有設計感。點、線、面是很強大的視覺語言，想像空間大，專業性強、又容易創造周邊商品。嚴謹的數學原理，讓幾何設計變得非常精確、有結構感。無論它們是扁平風格的，飾有浮雕、嵌條、淺色塊，還是單個圖形或重複圖案，都有無限可能。▌強力主視覺＋產品包裝＋品牌識別&周邊書中從三大風格──黑白、極簡、彩色入手，搭配主視覺、產品設計、品牌識別&周邊等領域，挑選近百個視覺靈感案例──從拼布博覽會、北歐家飾展、爵士音樂節到藝術博覽會主視覺﹔設計工作室、化妝品公司、字型公司到資訊IT公司LOGO﹔珠寶、手工巧克力、廚房刀具、冰淇淋、文具等包裝設計。▌近百個幾何圖樣精采案例◎幾何圖樣無限重組，永不重複的拼布藝術──西班牙‧歐洲ARTIL拼布博覽會◎圖騰打造的人氣厚底短襪，成為電影節的熱門商品──新加坡SUPERMAMA x A Design Film Festival 2015 Tabi Socks電影節◎綢密的幾何疊加，電子精神隨圖騰躍動──法國卡昂Nördik Impakt獨立電子音樂節◎融合現實和超現實的搶眼櫥窗裝置──英國時尚櫥窗設計◎使用簡單幾何描繪魚與鳥、氣象符號等地理特色的包裝紙──瑞典Børk品牌包裝紙▌為文化活動、時尚品牌所好，席捲平面設計界這種平面設計風格起先只是為文化類活動、室內設計和時尚品牌所偏好。後來伴隨著「扁平化」風格（flat design）的流行和新技術所帶來的無限可能，幾何元素被廣泛運用到LOGO等各類平面設計中，最近更是延伸到了網頁設計。我們可以將這一風潮與1920年代相比擬，當時湧現了諸如立體主義（Cubism）、未來主義（Futurism）和包浩斯（Bauhaus）等以幾何造型為主的現代藝術風潮

產品屬性：#教育桌遊 #漢字初學者 #附贈教學資源包 #適合於課室教學情境、親子同樂時刻、自主學習時光Product: educational board games, pre-A to A1, online teaching kit included (suitable for classroom teaching, self-learning, family activities)源自臺灣師範大學漢字教學研究團隊，首創「鍵接圖記憶術」，為您打開漢字新視界！精選78個高頻且最具有優先學習價值的漢字及部件，以設計研究法(design-based research)研發「鍵接圖」，透過關「鍵」串「接」起字形與字義的圖像，讓漢字學習事半功倍、組字知識高效提升。一套卡牌，十種玩法，雙語說明的遊戲指引，循序漸進且能自由變化，這套從識讀到書寫、鞏固形音義連結的教育桌遊，讓遊戲融入漢字學習，讓快樂伴隨能力成長。適用對象：• 華語文教師的教學輔助工具• 外語人士的部件字入門指引• 喜歡寓教於樂的漢字初學者特色亮點： ✦ 臺灣師範大學研發，國際期刊發表✦ 獨創鍵接圖，字形與字義易學易記 ✦ 78個精選漢字部件，奠定學習基礎 ✦ 10種以上玩法，悅趣化學習提升動機✦ 中英雙語說明書，附贈數位教學資源包【English Version】Playing Chinese Characters with Key-Images — Learn Through Play!Developed by the Chinese Character Teaching Research Team at National Taiwan Normal University, this innovative product introduces the groundbreaking Chinese Key-Image Strategy (CKIS). The CKIS revolutionizes how you perceive and remember Chinese characters! This

【本書要點】☆LangChain生態系統概覽☆環境準備☆角色扮演寫作實戰☆多媒體資源的摘要實戰☆文件導向的對話機器人實戰☆自然語言交流的搜尋引擎實戰☆快速建構互動式LangChain應用原型☆使用生態工具加速LangChain應用程式開發☆LangChain, LlamaIndex, AutoGen比較【內容簡介】本書分9章，第1章介紹LangChain的生態系統設定，並解析一個官方生產級應用Chat LangChain，幫助讀者初步認識該生態系統。第2章介紹Ollama的使用和llama2-chinese模型的部署，第3章到第6章結合應用場景深入講解LangChain的核心模組及LCEL語法和Runnable Sequence中的可用元件，包括第3章角色扮演寫作實戰，講解Model I/O三元組概念和應用。第4章探討如何使用LangChain處理多媒體資源中的文字內容。第5章講解Retriever模組機制和應用，以及檢索增強生成的流程及元件。第6章詳述利用Agent和思考鏈構建自然語言處理搜尋引擎，並介紹Callback模組。第7章介紹如何使用Streamlit和Chainlit框架快速轉化為本地和雲端應用。第8章深入講解LangSmith、LangServe和Templates&CLI三個關鍵工具，LangSmith用於監控LangChain應用，LangServe用於將應用部署至API，提高可存取性和性能，Templates&CLI用於快速啟動專案。第9章分析比較LangChain、LlamaIndex、AutoGen框架，探討LangChain Hub的應用場景和通用人工智慧的認知架構發展。

An updated edition of this essential practical handbook for all those involved in, or studying, the dynamic field of curating. From pitching your ideas and writing loan requests to working with artists, lenders and art handlers, to writing interpretation material, installing and promoting your exhibition; The Curator's Handbook is the most clear and complete guide yet to the art and practice of curating. An introduction maps the history of curating from its origins in the 17th century to the multifarious roles of the curator today: tastemaker, custodian, interpreter, educator, facilitator, organizer.Adrian George then guides the reader, across thirteen chapters, through the process of curating an exhibition. Each step is described in valuable detail and clear, informative language by this experienced curator, whose text pinpoints the keys to success (as well as which pitfalls to avoid). With advice and tips from a renowned cast of international museum directors and curators – including

本書由以色列著名設計師多利特‧哈雷爾(Dorit Kotler Harel)(1951—2007)創作，是關於耶路撒冷猶太人大屠殺紀念館(Yad Vashem)設計思路和設計經過的著作。書中收入大量實境照片和設計手稿、效果圖等資料，結合猶太人歷史和紀念館設計理念兩個方面，通過設計的全過程，展示了主設計師多利特‧哈雷爾在專業角度、個人角度和哲學角度的思考與困境。多利特‧哈雷爾畢業於比撒列藝術與設計學院(Bezalel Academy of Art and Design)，將她的職業生涯全部奉獻給了博物館和展覽的設計，而猶太人大屠殺紀念館是她的代表作。本書可以幫助讀者更深入地理解猶太人大屠殺紀念館，理解猶太人的文化、歷史、觀念，理解和平與發展的不易。

Tea drinking has a history of five thousand years in the East. The quality of tea is generally graded through sensory evaluation. That is, professionally trained tasters rely on sight, smell, and taste to judge the quality of tea. Generally speaking, as long as you go through a series of rigorous training courses and cultivation, maintain good physical fitness and sensory sensitivity at all times, and be in a stable environment, you can drink the quality of tea. Tea sensory evaluation has long been an important method for evaluating the quality and grading of tea, and is widely recognized by the tea industry.

本書以物件導向技術為主軸，輔以UML為塑模工具來闡述有關近代資訊系統開發之方法。適用對象包含任何對系統開發有興趣之同學，程式設計師，軟體工程師，及系統分析師。 本書主要是從以下幾個觀點來介紹系統的分析與設計的過程： ☑ 功能觀點：著重於需求分析的捕捉，使用案例圖(Use Case Diagram)的塑模，以及活動圖(Activity Diagram)的流程分析及輔助性。 ☑ 靜態觀點：著重於概念模型(Conceptual Modeling)的基本概念，類別圖(Class Diagram)的塑模原則，以及物件圖(Object Diagram)的輔助性。 ☑ 動態觀點：著重於分析物件(Analysis Object)的應用，循序圖(Sequence Diagram)的塑模，以及建立原則。 ☑ 部署觀點：強調軟體元件的封裝管理(Component Diagram)，配置與部署(Deployment Diagram)。 ☑ 設計觀點：內容強調類別以及類別庫的架構設計原則，並介紹基本的設計樣式(Design Pattern)以及框架(Framework)的概念。

立刻獲得點子&提示的設計詞典滿滿靈感的6大章節 >>42個主視覺風格語彙，延伸發想出182個形象關鍵字#打開藝術總監的靈感抽屜，想出源源不絕的好點子！#靈感KEYWORD樹狀圖，設計發想不卡關！#設計關鍵字助你溝通無差別，抓準客戶想要的風格，成功提案！Design visual keywords靈光乍現用＃關鍵字就能找到設計的答案！將發想時不斷延伸擴充的關鍵字做成樹狀圖，便能從中找到設計的線索。書中介紹許多設計知識，以及各種不同版本的設計範例。單一主題即介紹了多種不同款的設計，對於發想不同的提案非常有幫助！例如，休閒風格的設計，又可延伸細分為「隨興、輕鬆、引起共鳴、平易近人、舒適」5種更貼切的感覺；冷酷風格，又可延伸發想為「銳利、冰冷、理性、不加裝飾」4種分別。創意關鍵詞＋視覺索引＝快速找到靈感像這樣的細部風格延伸，有助於設計師收到客戶設計委託時，將可「無限擴大想像」的關鍵詞語化為視覺上的對應，提高溝通效率。除此之外，每種主要關鍵字主題與其延伸的次要關鍵字風格，都有提供相應的配色方案與字體選擇建議。關鍵字是設計靈感的線索隨時使用本書查找靈感，幫你快速產出想法，找出你的設計點子！【本書內容】滿滿「靈感」的6大章節PART.1 IDENTITY～以「個性」為訴求的設計靈感PART.2 EXPENSIVE呈現高級感的設計靈感PART.3 FRIENDLY讓人有親近感的設計靈感 PART.4 SUSTAINABILITY環保的設計靈感 PART.5 EMOTIONAL表現情感的設計靈感 PART.6 GENERATION展現時代感的設計靈感由「詞彙」發想的豐富設計點子直接呈現！

★NLP始祖N-Gram，Bag-of-Words詳細說明介紹實作☆進入神經網路時代的Word2Vec、NPLM、RNN詳解及實作★序列至序列的神器Seq2Seq詳解及實作☆抓住字與字之間的關鍵Attention Mechanism詳解及實作★成為大神的Transformer詳解及實作☆第一個通用語言模型BERT詳解及實作★生成式語言模型GPT詳解及實作☆ChatGPT應用詳解及實作★最新一代GPT-4詳解及實作全書從最基本的N-Gram 和簡單文字表示Bag-of-Words開始說明NLP的應用，接著進入NLP領域中最重要的隱空間表示法Word2Vec，正式進入了多維向量Embedding表示語義的年代。之後接連介紹了神經網路表示法RNN，以及將encoder及decoder連接的Seq2seq。本書最大的特色就是花了很大的篇幅介紹了注意力機制，詳解了大家最想不通的QKV查詢。在了解了注意力機制之後，就進入最重要的成神Transformer階段，並且帶有說明及完整的實作。最重要的Transformer解決之後，接下來就是強大應用的展現，包括了NLU的BERT說明及實作，以及現今AI基本GPT(屬於NLG)的自迴歸模型。本書也實作了自己使用維基文字生成的GPT模型，讓讀者一探AI一路走來的技術堆疊。最後一章更把目前當紅的ChatGPT所使用的RHLF技術完整走一遍，也使用了OpenAI的API來完成實作。

This book explores the possibility of building the resilience of the UNESCO cultural landscapes, both using theoretical conceptions and practical strategies and actions. Two case studies have been selected, one in Italy and one in China, which have then been explored for the first time in such a comparative way. Different notions of landscape, as well as the driving force of changes affecting these landscapes, are examined and compared.Moreover, the perceptions of the local communities regarding these landscapes are examined, using online questionnaires with over 400 participants. This research highlights the need for an integrated management system, building stronger rural communities able to manage change and continuity. Five pillars to build the resilience of these landscapes have been provided, with schemes and figures, requiring a people-centered approach in their management.This book demonstrates strong connections between identity and landscape resilience, especially in inlandar

★解析 Sora 模型將為哪些產業帶來重大革命★★探討大模型發展的挑戰、風險與未來趨勢★★盤點 OpenAI、Google、Meta 的 AI 產業發展★技術進化的新紀元已然開啟。從 ChatGPT 到 GPT-4，再到 Sora，人工智慧正跨越機械邏輯的邊界，模擬並延展人類思維維度，從被動回應走向主動理解。本書以 GPT 為主線，介紹 ChatGPT 的誕生和爆發，以及 ChatGPT 的真正價值，ChatGPT 又開啟了一個怎樣的 AI 新紀元？本書還將對 ChatGPT 發布後，OpenAI 近一年的行動（包括發布 GPT-4、開放 API 和微調功能，上線 GPT 商店等）進行詳細介紹及分析。同時，ChatGPT 推出的最強文字生成影片模型 ── Sora，它使用了什麼樣的 技術、背後的團隊組成、它的誕生將為影視產業帶來哪些衝擊與助力，以及各行各業將能如何擁抱這個 AI 技術，創造出潛在的巨大效益？本書將一一為您解析。除了 GPT 系列和 Sora，本書也對 OpenAI 的競爭對手進行了介紹和分析，包括老牌科技巨頭 Google、從元宇宙轉向 AI 的 Meta、四年前從 OpenAI 離職後成立的 Anthropic。本書還同時對 ChatGPT 掀起的 AI 模型大戰進行分析，並對大模型的下一步發展進行前瞻性的預測。你將深入認識一夕爆紅的 ChatGPT 的所有資訊，以及近年來的大模型發展脈絡，並在繁雜的資訊中梳理出人工智慧行業變革以及即將到來的 通用人工智慧時代的線索。

內容介紹: ✧✦第一本 Keras 3 深度學習入門書✦✧✧✦一本搞定影像辨識與自然語言處理✦✧✧✦先圖解、再實作、而後實務應用✦✧本書以淺顯易懂的方式與大量圖例介紹深度學習的理論基礎，並使用 Keras 3 來建構 MLP、CNN、RNN、LSTM、GRU、Transformer 模型，實作多種熱門分類、迴歸問題，最後再介紹資料預處理、超參數調整、預訓練模型的遷移學習等，讓讀者能夠應對未來的實務應用。深度學習是一種實現機器學習的技術，能夠使用模仿人類大腦功能的「類神經網路」，訓練模型從大量資料中學習，進而處理如視覺、聽覺等感知問題。而 Keras 3 是 Keras 的重磅回歸，這是架構在 TensorFlow 和 PyTorch 等後台框架上的高階前端函式庫，可以讓使用者輕鬆取得不同後台框架的優點，來打造出最佳的神經網路模型。書中內容包含：普遍應用於影像辨識的 CNN、善於處理序列資料的 LSTM，還有近幾年爆紅、多被應用於自然語言、語音或音樂資料的 Transformer 模型，以及基於 Transformer 的 BERT 和 GPT 等大型語言模型的應用，還有結合文字與圖像的 StableDiffusion 文字生圖等豐富內容。除了講述深度學習理論基礎之外，還提供大量實作範例：☛ MLP 多層感知器 - 疾病預測、房價預測的迴歸問題☛ CNN 卷積神經網路 - 手寫辨識、彩色圖片辨識☛ RNN 循環神經網路、GRU 閘門循環單元神經網路 - 影評的情緒分析☛ LSTM 長短期記憶神經網路 - 股價預測、新聞主題分類☛ Transformer 模型 - 文字的情感分析、語言翻譯以及預訓練模型與遷移學習：☛ CV 電腦視覺 - ResNet50 圖片分類、YOLO 物體偵測、StableDiffusion 文字生圖☛ NLP 自然語言處理 - BERT 情感分析、GPT-2 唐詩生成還有 AE 自編碼器、Functional API 客製化神經網路、AutoML 自動調校模型超參數等多種主題等著你來學習！本書特色: ✓ 跨 TensorFlow 和 PyTorch 的 Keras 開發環境✓ 人工智慧、機器學習、深度學習的理論基礎✓ 從最根本的感知器、到當紅的 Transformer 模型✓ 逐步建構並調校自己的神經網路模型✓ 影像、文字資料的預處理與模型

Google's Executive Productivity Advisor offers insights on how to make the new way of work work for you, providing actionable steps to optimize your productivity, accomplish more, prevent burnout, and cultivate a harmonious work-life balance.Every day, tens of thousands of Google employees, from executives to interns, rely on Laura Mae Martin's tips and best practices for how to make the most of their time. Now, with Uptime, Laura brings her unique approach to productivity and wellbeing to anyone who wants to be more effective and experience "calm accomplishment" whether at work, at school, or in their own personal lives.Laura began her Google career in sales, but quickly carved out a niche for herself as a productivity expert. For more than a decade, she's been coaching Google executives and employees on how to achieve a state of "productivity Zen" -- a holistic approach to conquering everything from the avalanche of emails in their inboxes to becoming the master of their own calendar

The COVID-19 pandemic was a global crisis that affected millions of lives and brought mental health challenges to the forefront. In Hong Kong, the situation was worsened by uniquely strict COVID-19 regulations, quarantine measures, and travel restrictions. The mental health issues associated with the pandemic did not end with the lifting of the mask mandate. On the contrary, the repercussions are only just beginning to surface and their impact will be felt for years to come.This eye-opening book tells the stories of ordinary Hongkongers who faced extraordinary challenges during the pandemic. Through a blend of first-person accounts, psychological insights, and hard data, it offers a compelling and accessible exploration of the toll that the COVID-19 pandemic has taken on mental health in Hong Kong.However, this book is not only a chronicle of suffering; it is also a guide to healing and hope. It offers practical advice on how to overcome the mental health issues caused by the pandemic,

★ 探索19世紀末美國「文學海報」風潮，理解現代商業設計的起點★ 收錄重要藝術家作品，呈現插畫、字體與版面設計的創新實驗★ 從藝術史、廣告心理到女性創作者角色，提供多面向觀察19世紀末，隨著印刷技術的突破，「海報」在美國迅速成為一種嶄新的視覺文化形式。這些為書籍與高端文學期刊設計的海報，不再只是宣傳工具，而是結合插畫、排版與色彩的藝術創作。包括 Florence Lundborg、Ethel Reed 在內的藝術家們，透過大膽構圖與風格化設計，奠定了所謂的「海報風格」，並深刻影響後世的平面設計發展。本書以著名的 Leonard A. Lauder 收藏為基礎，系統梳理這段充滿活力的藝術現象。書中不僅分析文學海報的美學特質與現代性，也探討早期廣告心理學的實驗、女性藝術家在此領域的突破，以及當時多樣的印刷技術。透過這些觀點，讀者將重新認識文學海報如何從商業宣傳躍升為文化符號，甚至在當時就成為收藏家競相追逐的藝術品。由 The Metropolitan Museum of Art 出版，並由 Yale University Press 發行，本書是一部兼具學術深度與視覺魅力的設計史佳作，適合插畫、廣告、書籍藝術與平面設計愛好者珍藏。An exploration of late nineteenth-century American literary posters—a vibrant genre at the vanguard of modern commercial art and graphic design“Will thrill commercial art nerds and avid readers alike.”—Nathalie Atkinson, Globe & Mail (Toronto), Gift Book SelectionSpurred by innovations in printing technology, the modern poster emerged in the 1890s as a popular form of visual culture in the United States. Created by some of the best-known illustrators and graphic designer

First haircut? No problem! With this playful board book in tow, little ones getting a trim will feel at ease and amused!Contrary to popular belief, a toddler's first haircut can actually be fun! (And every hair-washing, too!) This interactive board book featuring die-cuts across each illustrated spread for fingers to wash," "cut," and "comb" hair introduces the youngest readers to haircare in a clever and comforting way.TOTAL TODDLER APPEAL: Simple text and accessible illustrations are easy to understand and help little ones understand all that goes into getting their first haircut.KIDS' ANXIETY RELIEF: Soothing, fun, and engaging, this book addresses both the practical and emotional aspects of this sometimes-fraught toddler milestone, making it more easily managed and even fun!PARENT/CHILD BONDING: Die-cut holes for fingers on each spread make the haircutting, washing, and combing experience toddler-friendly, welcoming laughter, questions, assurance, and delight.A GREAT GIFT: With a d

A book by historian and museum curator Sarah Chavez that helps grieving children understand what happens when we die, and celebrates the traditions people around the world use to honor the dead.Death is an important part of life, and yet it is one of the hardest things to talk about—for adults as well as for children. Historian and museum curator Sarah Chavez is determined to create a book that sparks wonder and curiosity about dying, instead of fear and shame. Children will marvel at the flowers different cultures use to represent death. They will find out about eco-friendly burials, learn how to wrap a mummy, and go beneath the streets of Paris to witness skull-lined catacombs!Full of practical tips, this book won’t stop the pain of losing a loved one or a pet, but it may give young readers ideas for different ways they can celebrate those who have passed away, and help begin the healing process.A Neon Squid Book

激發你的創客魂！手把手建立完整的語音助理裝置, 並加入 RGB LED 燈模擬家用設備, 讓 ChatGPT 不再只是文字對談對象, 更可以成為我們的生活小幫手。電影裡的智慧語音助理令許多人十分嚮往, 不僅對話方式與人類相像, 還擅長控制各種硬體設備, 而這類電影情節即將成真, 如今有強大的大型語言模型可以作為 AI 語音的核心, 聊天對話已是基本, AI 語音連接真實世界的硬體設備更是未來趨勢。本套件將會帶各位把 GPT 連結到 ESP32 中, 透過語音設備跟語言模型對話；並為語言模型建立各式各樣的擴充功能：● 聲控燈：由 AI 根據語意判斷使用者想要的 RGB 燈色, 不管是金鳳凰色、暖色等形容詞, AI 都可以幫我們調出該顏色。● 高鐵/台鐵車次查詢：AI 自動串接 API , 取得所需的車次資料後告訴你最合適的車次。● 即時口譯機：利用語言模型強大的理解能力, 將你想翻譯的詞句轉換成別的語言, 並口述給你聽。● 天氣預報員：有了連網功能的 AI 如虎添翼, 任何資訊只要能 Google 到就可以餵給 AI , 讓他成為小小萬事通。● YouTube 音樂點播助理： AI 判斷你想聽的歌曲下載並播放 YouTube 音樂。如果你有更多想法與創意, 都可以自行擴增功能給 AI 使用, 例如：取得電影時刻、股價查詢、新聞快訊等等, 讓他成為你個人的最強助理。

International Financial Reporting Standards (IFRS) are a set of accounting standards and rules issued by the International Accounting Standards Board (IASB) that govern how particular types of transactions and events should be reported in financial statements. By presenting IFRS in light of current accounting practice, this book helps students gain practical knowledge of the topic that they can apply as they advance into their accounting careers. This text not only offers a more comprehensive understanding of IFRS standards but also emphasizes fair value, proper accounting for financial instruments, and new developments in international accounting.This Fifth Edition of Intermediate Accounting IFRS continues the tradition of providing useful information to educators and students interested in learning about IFRS. In addition to covering the latest IFRS standards and how they are applied in practice, this edition provides new learning aids to help students master the text

本書聚焦CMOS模擬集成電路版圖設計領域，從版圖的基本概念、設計方法和EDA工具入手，循序漸進介紹了CMOS模擬集成電路版圖規劃、佈局、設計到流片的全流程；詳盡地介紹了目前主流使用的模擬集成電路版圖設計和驗證工具---Cadence IC 6.1.7與Siemens EDA Calibre Design Solutions (Calibre)；同時展示了運算放大器、帶隙基準源、低壓差線性穩壓器、模-數轉換器等典型模擬集成電路版圖的設計實例，並結合實例對LVS驗證中的典型案例進行了歸納和總結；最後對集成電路設計使用的工藝設計工具包內容，以及參數化單元建立方法進行了討論。

Hong Bao''s father is the biggest hippo in the clan. Her entire family is heavily built, with rounded trunks and thick limbs. Fed up with being so large, Hong Bao decides to go on a diet. As she strives to achieve her ideal body shape, Hong Bao learns that losing too much weight can lead to many undesirable consequences. With the help of her family and friends, can she learn to accept and love herself just the way she is?The I Am Healthy series comprises children''s picture books that tackle pressing issues facing children today, as identified by healthcare professionals from the Child Guidance Clinic, Institute of Mental Health, Singapore. Each book draws from the experiences of psychiatrists, psychologists and counsellors who have counselled countless children regarding everything from digital addiction to eating disorders. Using a story-based approach, each book contains a relatable story that will help children understand themselves better, and be able to take practical steps to gr

Hong Bao''s father is the biggest hippo in the clan. Her entire family is heavily built, with rounded trunks and thick limbs. Fed up with being so large, Hong Bao decides to go on a diet. As she strives to achieve her ideal body shape, Hong Bao learns that losing too much weight can lead to many undesirable consequences. With the help of her family and friends, can she learn to accept and love herself just the way she is?The I Am Healthy series comprises children''s picture books that tackle pressing issues facing children today, as identified by healthcare professionals from the Child Guidance Clinic, Institute of Mental Health, Singapore. Each book draws from the experiences of psychiatrists, psychologists and counsellors who have counselled countless children regarding everything from digital addiction to eating disorders. Using a story-based approach, each book contains a relatable story that will help children understand themselves better, and be able to take practical steps to gr

Cleo and Chad are twins who have Obsessive Compulsive Disorder (OCD). Cleo needs to repeatedly clean herself, while Chad needs to repeatedly check his things. But this is getting in the way of everyday life! Can they overcome their compulsions and get better?The I Am Healthy series comprises children''s picture books that tackle pressing issues facing children today, as identified by healthcare professionals from the Child Guidance Clinic, Institute of Mental Health, Singapore. Each book draws from the experiences of psychiatrists, psychologists and counsellors who have counselled countless children regarding everything from digital addiction to eating disorders. Using a story-based approach, each book contains a relatable story that will help children understand themselves better, and be able to take practical steps to grow, develop and change. These books can be used by educators in schools, by counsellors and doctors in counselling sessions, and by parents who are helping their chil

When Wilson receives a laptop to help with his schoolwork, he''s obsessed! The Internet is an amazing place. In seconds, he can find answers to any question he asks. But soon, the screen becomes too all-consuming and Wilson doesn''t spend any time off of it! It''s almost like he isn''t there anymore. Can Wilson go back to life before screens?The I Am Healthy series comprises children''s picture books that tackle pressing issues facing children today, as identified by healthcare professionals from the Child Guidance Clinic, Institute of Mental Health, Singapore. Each book draws from the experiences of psychiatrists, psychologists and counsellors who have counselled countless children regarding everything from digital addiction to eating disorders. Using a story-based approach, each book contains a relatable story that will help children understand themselves better, and be able to take practical steps to grow, develop and change. These books can be used by educators in schools, by couns

When Wilson receives a laptop to help with his schoolwork, he''s obsessed! The Internet is an amazing place. In seconds, he can find answers to any question he asks. But soon, the screen becomes too all-consuming and Wilson doesn''t spend any time off of it! It''s almost like he isn''t there anymore. Can Wilson go back to life before screens?The I Am Healthy series comprises children''s picture books that tackle pressing issues facing children today, as identified by healthcare professionals from the Child Guidance Clinic, Institute of Mental Health, Singapore. Each book draws from the experiences of psychiatrists, psychologists and counsellors who have counselled countless children regarding everything from digital addiction to eating disorders. Using a story-based approach, each book contains a relatable story that will help children understand themselves better, and be able to take practical steps to grow, develop and change. These books can be used by educators in schools, by couns

Cleo and Chad are twins who have Obsessive Compulsive Disorder (OCD). Cleo needs to repeatedly clean herself, while Chad needs to repeatedly check his things. But this is getting in the way of everyday life! Can they overcome their compulsions and get better?The I Am Healthy series comprises children''s picture books that tackle pressing issues facing children today, as identified by healthcare professionals from the Child Guidance Clinic, Institute of Mental Health, Singapore. Each book draws from the experiences of psychiatrists, psychologists and counsellors who have counselled countless children regarding everything from digital addiction to eating disorders. Using a story-based approach, each book contains a relatable story that will help children understand themselves better, and be able to take practical steps to grow, develop and change. These books can be used by educators in schools, by counsellors and doctors in counselling sessions, and by parents who are helping their chil

▌第一本 AI 投資專書 ▌▌大型語言模型加持！▌▌建構自己的股票／年報分析機器人 ▌▌讓 AI 變成股市分析的神器 ▌在這數位資訊的創新時代, AI 與大型語言模型 LLM 已經徹底改變了投資業界的遊戲規則。過往需要仰賴投資團隊花費大量時間來解讀各種財務報表、進行分析的複雜工作, 現在只需要一個人、一台電腦就能完成。對於小散戶而言, AI 能幫助我們自動化分析, 挖掘出報表中隱藏的關鍵資訊, 成為對抗市場主力的重要武器！本書將帶您：◆ 【建立正確的投資觀念】：還在聽股市名嘴胡扯瞎扯嗎？本書將從基礎的投資理論起手, 帶領讀者建立正確的投資觀念, 從基本面分析到技術面分析, 並進一步探討 AI 在股票投資中的定位, 助你洞悉多面向分析的重要性。◆ 【Python 雲端環境開發】：程式開發對你來說是場夢魘嗎？本書將所有程式部署在雲端環境中, 免除本地環境配置的複雜度, 一鍵就能輕鬆運行、進入 Python 股票分析的世界。◆ 【AI 股票趨勢分析】：在買賣股票的過程中, 一般人常常會被情緒左右投資決策, 但 AI 是沒有感情的機器。本書將詳解如何利用 AI 進行客觀的數據分析來作出更合理的投資決策, 解決人性所造成的影響。◆ 【AI 年報深度解讀】：公司年報蘊藏著重要的資訊, 但一份年報動輒 200~300 頁, 哪有那麼多時間去一一分析每間公司的年報資料？複雜的分析過程就交給 AI 來做吧！我們可以使用提問的方式來輕鬆了解年報內容, 或是讓模型統整、分析落落長的年報資訊。◆ 【AI 選股推薦】：股票那麼多怎麼選？要找到一檔高潛力的股票如同大海撈針！本書將介紹如何使用 AI 來進行選股推薦, 從大數據中篩選出值得關注的投資機會、提高選股效率。本書特色: ★ 本書程式皆部署於雲端平台, 不會寫程式也能一鍵執行。☆ 投資理論來幫忙, 帶領讀者建構正確的投資觀念。★ 詳解如何串接 OpenAI API, 讓語言模型成為分析股市的利器。☆ 讓股票資料蒐集的過程自動化, 包含網路爬蟲、各種 Python 套件及搭建資料庫。★ 讓 AI 自動處理 Dataframe 表格、計算技術指標、產生回測策略。☆ 詳解 matplotlib、mplfinance、plotly、backtesting 各種視覺化套件, 新手也能畫出精緻的股價 K 線圖。★ 打造屬於自己的 LINE

A warm and funny eco-adventure with a clever message about looking after our blue planet, perfect for budding David Attenboroughs! When Little Fish and her family encounter an odd new fish bobbing along on its own, they embark on an exciting journey to reunite it with its family.But Odd Fish isn't the only creature who needs Little Fish's help. Turtle has a tummy ache and Octopus's tentacles are tangled. Clever readers will spot the one thing that links them all . . . plastic. Maybe Odd Fish doesn't belong in the sea after all? Eight million tonnes of plastic find their way into our oceans and rivers every year. That's equal to dumping one rubbish truck every minute into the sea!This urgent problem is highlighted for the youngest readers with gentle humour and engaging characters, and offers practical ways we we can all make a real difference to protect our oceans and the creatures that live in them, and opens up key discussions about the environment and the topical issues highlighted

想掌握設計 Know-How 的關鍵？那就不該錯失設計 Know-Why 的思考核心！《書上設計展2022》不單看設計成品，更剖析作品、直探初衷。第一本為成就全方位設計人的非典型設計書，帶你從畢業設計開始思考人生。/// 本書獻給 /// 要入設計坑的人 Ｘ 跟設計纏鬥的人 X 想打破慣性的人 X 找設計左右手的人尼普利 Ｘ 設計發浪──聯手企劃HOUTH Ｘ 海流設計──視覺設計台灣畢業設計年鑑－《書上設計展2022》Vol.7選系前＞預視設計人生‧就學中＞破解畢製關卡‧畢業後＞補給靈感創意歡迎光臨設計人的生存遊戲獻給在設計圈求生的你怕念設計沒飯吃？畢製卡關走不下去？設計只能打出安全牌？漫漫設計路，已經眼神死？燒腦人快看過來，設計人的補血基地！跟著新一代的無框架視角，發覺尋常裡的不尋常，找回設計最本心，打破你的設計天花板！★ 本書特色　√ 攜手〈設計發浪Designsurfing〉，注入跨界思維。√ 跨校系、跨領域、跨獎項收錄紅點、金點新秀、後浪賞等國內外佳作。　√ 剖析 47 組新銳設計第一個代表作，帶來不設限的發想激盪。　√ 議題式及多元視角，打破思考的固有迴路。　√ 做設計也可以買房！「那些設計人的生存之道」，解密 13 位設計工作者來自現場的生存報告。　√ 「我們這樣走過來的……」，透視拉長放遠的人生軸線裡，走過的足跡如何成就下一步。▌5 大引言視角FLiPER王宗欣｜dosomething studio 陳信宇｜本質設計顧問設計遊牧鄭洪｜洪天創藝　▌13 位設計職人生存之道大公開聶永真｜永真急制 Workshop 楊士慶｜羊有四十七隻 曾煒傑｜叁式 涂閔翔｜TU DESIGN OFFICE 涂設計 林宇賢｜YUHSIEN DESIGN STUDIO 安地羊｜自由人工作室 王宗欣｜dosomething studio 設計浪人｜設計發浪 designsurfing陳瑛皞｜平面設計師林婉筑｜平面設計師吳克軍｜數位互動藝術家張庭瑞｜工業設計師謝捲子｜誠美作「你要很清楚自己擅長什麼，去加強你會的強項，專注的點都可以是最好的領域，最後決勝負的還是作品的品味跟概念。」──聶永真「錢很重要，但不能只是一味地追求戶頭裡錢的多寡，這世界有許多很有價值的事情，你要知道自己想前往什麼目的地，需要多少資源幫助你到達。」──曾煒傑