Natural Language Processing with Python

The authors explain in simple language the feelings people may have regarding the death of a loved one and the ways to honor the memory of someone who has died.

The Swiss Family Robinson is a story of the happy discovery of the wonders of natural history by a family shipwrecked on a desert island, who remain united through all the adversities they encounter.

In this delightful book, a small boy imagines a world where dinosaurs perform public services. “Bold lines accentuate imaginative, humorous ideas. A natural for student response: students formulate th

In this delightful book, a small boy imagines a world where dinosaurs perform public services. “Bold lines accentuate imaginative, humorous ideas. A natural for student response: students formulate their own outcomes about what would happen if the dinosaurs returned. An overwhelming favorite in the early grades.”--The Reading Teacher

In Experience and Judgment, Husserl explores the problems of contemporary philosophy of language and the constitution of logical forms. He argues that, even at its most abstract, logic demands an unde

The 2nd edition of Oxford Discover builds on it's tried and tested methodology, developing 21st Century Skills in critical thinking, communication, collaboration and creativity to prepare students for future success at primary school and beyond. How are seasons different? Which animals live in the wild Who makes you happy? Oxford Discover uses "Big Questions" like these to tap into children's natural curiosity and enable them to ask their own questions, find their own answers, and explore the world around them. The course is underpinned by four major 21st Century Skills: critical thinking, communication, collaboration, and creativity ensuring Oxford Discover lays the foundations for success in the 21st Century. Use with Show and Tell 2nd edition to teach an inquiry-based course from Kindergarten through Primary.

The 2nd edition of Oxford Discover builds on it's tried and tested methodology, developing 21st Century Skills in critical thinking, communication, collaboration and creativity to prepare students for future success at primary school and beyond. "How are seasons different?" "Which animals live in the wild" "Who makes you happy?" Oxford Discover uses "Big Questions" like these to tap into children's natural curiosity and enable them to ask their own questions, find their own answers, and explore the world around them. The course is underpinned by four major 21st Century Skills: critical thinking, communication, collaboration, and creativity ensuring Oxford Discover lays the foundations for success in the 21st Century. Use with Show and Tell 2nd edition to teach an inquiry-based course from Kindergarten through Primary.

9780843149142Grossology9780763641283Poop ─ A Natural History of the Unmentionable (平裝本)(美國版)

Dive into the fascinating world of science with the "Horrible Science" collection by Nick Arnold, a thrilling series that blends humor, curiosity, and educational insights to make learning an unforgettable adventure. This captivating 10-book set invites young readers to explore the weird, wacky, and sometimes downright disgusting aspects of the natural world, uncovering the secrets behind everything from microscopic monsters to shocking electricity.Titles in this Set:The Terrible TruthPainful PoisonAngry AnimalEvolve or DieUgly BugFatal ForcesShocking ElectricityMicroscopic MonsterSounds DreadfulKiller EnergyDescription In "The Terrible Truth," readers will discover the science behind some of the most gruesome historical events, while "Painful Poison" delves into the deadly substances lurking in nature and their surprising uses. "Angry Animals" introduces the wild side of the animal kingdom, exploring the bizarre behaviors and survival tactics of creatures big and small.Prepare to witn

Red guard's van at the back. Orange petrol tanker next. Yellow grain hopper... Stunningly simply in concept, design and language, Freight Train is a perfect book for introducing very young children to

Biff Chip and Kipper Stage 3 Read with Oxford 5+ 16 Books Collection SetThese 16 stories have been carefully levelled to support you and your child as they grow in reading confidence. 8 stories provide phonics-based reading practice; while 8 use everyday language to help broaden your child's wider reading experience. All the stories feature much-loved characters and humorous illustrations; as well as tips for reading together and fun activities.Titles in this set:Gran's New Blue ShoesSave Pudding WoodSecret of the SandsMosaic TrailDolphin RescueNo Tricks, Gran!Hungry FloppyHusky AdventureLooking After GranSeasickTrappedHairy-Scary MonsterIce CityMountain RescueThe Lost VoiceUncle Max

Learning Chinese Language and Culture is an intermediate-level textbook intended to be used throughout the entire school year and designed mainly for students who have completed introductory courses o

How did Zeus come to rule the sky? How did Poseidon become the god of the sea? Learn all about the myths and legends of Greek mythology in this dramatic history, featuring 16 pages of photos.Celebrate ancient Greek mythology and civilization, where Heracles performed his twelve heroic feats and Athena defended the acropolis as the goddess of war and wisdom. For centuries, these tales were at the center of Greek society and religion. The legends of Greek mythology have been retold around the world in stories like Ovid's Heroides and Rick Riordan's Percy Jackson and the Olympians series, influencing everything from ancient Roman culture to bestselling American novels of the twenty-first century. Including well-known tales of Medusa and Perseus, sirens, goddesses, and more, this book explores the vibrant stories that live on and inspire young readers to this day.Series Overview: A natural expansion of the exceptional Who Was? series, What Was? focuses on compelling historical events, grea

只要看看資料，就能預測未來？時間序列分析，讓數據告訴你答案。銷售額為什麼忽高忽低？廣告真的有效，還是只是運氣好？預算該怎麼分配，才能帶來最大的成效？這些問題，其實都藏在「隨時間變化的資料」之中★東大專家親授！第一本專為「商務實戰」打造的時序分析漫畫教程。★拒絕死背公式！從 ARIMA 模型到 mROI 評估，看漫畫就能學會預測未來的技術。從基礎觀念到 ARIMA、預測建模一次學會銷售分析、廣告成效評估與預算最佳化Python 實作 × 商務情境 × 圖像化解說「數據真的能預測未來嗎？」家電大廠資料分析師帶你從零開始，把冰冷數據變成獲利決策！銷售額增減、庫存變動、廣告成效……我們的身邊充滿了「隨時間變化」的資料，但你懂得如何利用它們嗎？ 時間序列分析，常被認為是困難又抽象的統計領域，但其實，它正是解決現代商務問題的關鍵工具本書透過有趣的家電大廠漫畫故事，帶領讀者深入淺出地掌握「時間序列分析」，從最基礎的圖表化觀察，到進階的 ARIMA 模型建立，甚至連業界最關心的「廣告延續效應」與「預算分配最佳化」都一次講清楚！【本書特色】•掌握趨勢： 拆解數據中的季節性與趨勢，不再被短期波動誤導。•精準預測： 運用過往資料建模，科學化預測未來銷售走向。•廣告優化： 分析不同媒介的廣告貢獻度，找出最佳投放時機與預算比例。•完整實務流程：從資料觀察 → 建模 → 驗證 → 預測 → 最佳化，讓理論直接轉化為工作生產力。•視覺化圖解： 複雜的迴歸與建模過程轉化為圖表，用圖表與插圖理解趨勢、季節性與模型概念，一眼掌握性質與重點。•商務導向： 內容涵蓋廣告成效驗證、因果推論與預算最佳化，聚焦銷售，極具商務價值。•學習檢測： 每一章結尾設有重點延伸說明，且附完整 Notebook 與資料檔，可直接動手實作，引導你從初學者走向中級。•名師加持： 專家級作者親力親為，細緻講解如何深入挖掘數據價值。數據分析真的能改善現況嗎？這是一本為「想解決問題的人」寫的書！很多人看到「時間序列分析」就聯想到複雜的微積分與統計術語，因而望而卻步。《圖解時間序列分析》是一本專為不擅長數學、卻想把資料分析用在實務中的讀者所寫的入門到應用書籍。透過漫畫故事與大量圖解，帶你一步步理解時間序列分析的核心概念，並實際應用在銷售分析、廣告成效評估、未來預測與廣告預算最佳化等真實商務場景本書透過圖解＋漫畫＋Python 實作的方式

Fox--the beloved and popular trickster character featured in the Geisel Award-winning books Fox Has a Problem, Fox at Night, and Fox the Tiger--is on the move! But Fox knows that life is about the journey, not the destination, and if his untraditional transportation methods get him in a bit of trouble, he can always try again tomorrow. Kirkus Reviews calls Corey R. Tabor "a master of the early reader."Where is Fox going? But more importantly, how is he getting there?A train? A bus? A surfboard? A waterfall? Fox's travel methods may be a bit unusual, but we would expect nothing less from our terrific, trickster friend.Wry, repetitive text with carefully chosen language and a limited vocabulary allows for an accessible read while charming illustrations provide context and comedy in Corey R. Tabor's award-winning Fox series, making it a perfect choice for emerging readers and their caretakers. The Fox series, which is comprised of both picture books and beginning readers, has received thr

★ 超人氣倫敦主題聲音書，全新升級可充電版本★ 一按就響！10種真實倫敦聲音，沉浸式探索城市★ 大開本×鮮豔插圖，啟發幼兒觀察與互動★ 邊找邊玩！每頁都有神祕「皇冠小偷」等你發現準備出發，來一趟熱鬧的倫敦之旅！本書收錄十種真實倫敦聲音，孩子只需按下按鈕，就能聽見雙層巴士、地鐵廣播與大笨鐘鐘聲，彷彿親臨城市現場。搭配色彩鮮明的插圖，呈現自然史博物館、動物園與白金漢宮等場景，讓孩子在探索中觀察與學習。書中還藏有皇冠小偷等互動元素，增添趣味，是一本結合聲音、遊戲與認知的優質啟蒙書。Explore London in this fun rechargeable sound book, with ten press the page noises and bright busy scenes.The London Noisy Book is packed full of sounds, including a genuine Big Ben chime and ''mind the gap'' recording. Beautifully illustrated by Marion Billet, with lots to spot and talk about, young children will love playing the noises, as they discover the sights of hustling, bustling London town.Watch out for beeping double-decker buses, find out who''s roaring at the Natural History Museum, listen to the monkeys chitter chatter at London Zoo . . . then finish off the day with a trip to Buckingham Palace. And look out for the naughty crown jewel thief on every page!The perfect gift for little tourists and London fans!Part of Marion Billet''s best

"《生成式AI × 穩健提示爬蟲技術 I》數據抓取篇★從Colab、Anaconda 到 Jupyter Kernel，一步步把 Python 環境建好、跑起來。★用Pandas × PyArrow × Polars，把資料整理做得更快、更穩，也更貼近實務。★透過提示工程和情境工程，讓 ChatGPT、Claude 成為你的程式開發夥伴。★結合Perplexity Comet＋爬蟲＋寄信＋行事曆，把資訊蒐集到自動化流程一次串起。★多模態OCR × Gemini和Groq API，把圖片文字直接變成可分析的結構化資料。你學過Python，卻常卡在「環境裝不好、資料處理很慢、爬蟲一下就被擋、AI 工具只會聊天」嗎？本書以「做得出成果」為主軸，帶你從 Google Colab、Anaconda、Jupyter Notebook 與 Kernel 建置開始，快速建立穩定、可重現的開發環境。接著用 Pandas 打底，涵蓋多欄多列取值、資料框合併、字串提取與條件篩選，並延伸到 PyArrow 與 Polars，讓你面對較大的資料量也能跑得快、跑得順。更關鍵的是，本書把提示工程與情境工程結合「直覺式開發」：教你如何用 ChatGPT和Claude 協作寫程式、除錯；再搭配 Perplexity Comet 進行摘要與探勘，串接 Gmail、Google 行事曆、SMTP、Resend 寄信，打造可實際應用的自動化資訊流程。最後以多模態 API（Gemini、Groq）＋中文 OCR（PaddleOCR、EasyOCR）＋爬蟲實戰進行總結，範例涵蓋電商、股價、ESG、重大訊息、交易指標等案例，並附上Gemini AI 教育版證照準備重點，適合資料分析初學者、稽核、採購、研究人員、跨域工作者，以及想把 AI 變成生產力的人。專業推薦崑山科技大學 電機工程系系主任─林俊良 博士住宅消保會創會理事長─吳翃毅博士錸成科技有限公司執行長、嘉南藥理大學兼任助理教授─凃春愛 博士伽碩職訓中心執行長─郭明洽昱創企管顧問有限公司總經理─裴有恆元大銀行系統開發部專業副理─陳尚瑋極策網路行銷有限公司總經理、崑山科技大學房地產開發與管理系講師─蔡宗甫"

https://youtu.be/9E_99Kmgdj0☆★☆好評熱銷再上市☆★☆【書籍特點】● x86組合語言基礎知識，通用暫存器、常用指令，記憶體分頁● 指標的實現原理，指標組成、相關操作，以及Go語言的unsafe套件等。● 函數、堆疊框佈局、呼叫約定、變數逃逸、Function Value、閉包、defer和panic● 方法，實現原理，接收者類型、Method Value和組合式繼承● 介面，Go語言動態特性，括裝箱、方法集、動態派發、類型斷言、類型系統和反射● goroutine實現，GMP模型、goroutine的建立與退出、排程迴圈、先佔式排程、timer、netpoller和監控執行緒● 同步，記憶體亂數、原子指令、自旋鎖、runtime互斥鎖和訊號量、ync.Mutex、hannel● 堆積記憶體管理，heapArena、mspan，mallocgc函數、C的三色抽象、寫入屏障● 堆疊記憶體管理，goroutine堆疊的分配、增長、收縮和釋放【內容簡介】想要有C語言的高速和Python的便利性嗎？Go是最棒的選擇，Go語言在語言層面上支援程式碼協同（goroutine）和通道（channel），這使得併發程式設計變得非常簡單和高效。在多核CPU時代，高效的併發程式設計已經成為軟體開發的必備技能之一。此外Go語言的語法設計簡單清晰，注重可讀性和簡潔性，使得初學者能夠快速入門。Go語言的標準函數庫提供了豐富的功能，可以直接使用，避免了一些繁瑣的工作。另外在跨平臺支援方面，Go語言的編譯器可以將程式編譯成機器碼，支援跨平臺編譯，可以在不同的作業系統和硬體平臺上運行，這對於開發跨平臺應用程式非常有幫助。Go最有名的就是其高性能。Go語言的編譯速度非常快，生成的二進位檔案也很小，運行速度也非常快。Go語言在一些性能要求較高的應用領域，如Web服務、巨量資料處理、容器等方面表現出色。另外其開發效率高，Go語言在一些方面與Python、Ruby等動態語言相似，但又具有靜態語言的優點。Go語言的編譯器能夠在編譯期間捕捉一些錯誤，這使得程式的穩固性更高。同時，Go語言的工具鏈非常完善，如go fmt、go vet等工具可以幫助開發者規範程式，提高開發效率。

☆★☆好評熱銷再上市☆★☆★打不過AI就加入他！建立自己的GPT產品★手刻ChatGPT從NLP基礎開始★PyTorch親手打造RNN、LSTM、GRU、BERT、GPT★Attention、Transformer詳解★用GPT做出自動詩詞創作平台全書分為4篇：「自然語言處理基礎篇」、「PyTorch入門篇」、「用PyTorch完成自然語言處理任務篇」和「實戰篇」。第1篇包含自然語言處理的背景知識、常用的開放資源、架設Python環境以及使用Python完成自然語言處理的基礎任務。第2篇包含PyTorch環境設定和PyTorch的基本使用，以及機器學習的一些基本原理和工作方法。第3篇介紹如何使用PyTorch完成自然語言處理任務，各介紹一種模型，包括分詞(又稱斷詞)、RNN、詞嵌入、Seq2seq、注意力機制、Transformer、預訓練語言模型。第4篇是實戰篇，第分別講解自然語言理解的任務和自然語言生成的任務，即「中文地址解析」和「詩句補充」。這兩個任務綜合了前面各章的知識，並展示了從資料下載、處理、模型到使用者互動介面開發的全部流程。從入門到專案實戰，打下你在NLP這一門最紅技術上的紮實基礎。? 目標讀者■有一定程式設計基礎的電腦同好。■希望學習機器學習和自然語言處理的人。■電腦及其相關專業的學生。■對自然語言處理領域感興趣的研究者。■對自然語言處理感興趣並樂於實踐的人。

Learn new words with Little Nutbrown Hare, while discovering the wonders of the world around you!A beautiful introduction to language and nature for a little loved one of any age, featuring the beloved Nutbrown Hares from Guess How Much I Love You. This celebration of love and nature is perfect for Father's Day!Guess How Much I Love You has sold more than 61.5 million copies and been translated into 57 languages worldwide. It has become a timeless way to express love that’s simply too big to measure. Whatever the occasion or season, there’s a Guess How Much I Love You book for everyone!Join Little Nutbrown Hare and Big Nutbrown Hare as they explore the world around them – from the pond to the mountain, and from the meadow to forest. This large format board book has 100 new words for little readers to discover, and tabs to help them navigate between the different scenes.With stunning new artwork from Anita Jeram, and inspired by the timeless storytelling of Sam McBratney, this book take

「這本書正是我當年提出『資料科學家』這個職稱時，所希望能擁有的一本書。如果您希望投身資料科學╱工程、人工智慧，或機器學習領域，就該從這裡開始。」 ── DJ Patil 博士，美國首任首席資料科學家 身為一位有志成為資料科學家的讀者，能夠理解各類組織為何仰賴資料來做出關鍵決策──無論是公司在設計網站、還是市政府在改善公共服務，或者是科學家在致力於阻止疾病擴散。而您也希望具備將雜亂資料整理為可行洞見的能力。我們將這整個過程稱為「資料科學生命週期」：也就是從資料的收集、整理、分析，到導出結論的完整流程。 本書是第一本涵蓋程式設計與統計兩大基礎技能、並貫穿整個資料科學生命週期的書籍。本書的對象包括希望成為資料科學家的人、與資料科學家共事的專業人士，以及希望跨越「技術╱非技術」界線的資料分析師。只要具備基本的 Python 程式設計知識，便可學習如何透過業界標準工具（如 pandas）來處理資料： ．將感興趣的問題精煉為可透過資料探究的研究問題 ．執行資料蒐集，其中可能涉及文字處理、網頁爬蟲等技術 ．透過資料清理、探索與視覺化，萃取出有價值的洞見 ．學會使用建模來描述資料特性 ．推廣研究結果，進行超出資料本身的推論

本書精選IOI、NOIP、USACO、CCC、CCO、ICPC、DWITE等競賽中28個富有趣味與挑戰性的算法競賽題，採用“問題描述 – 輸入 – 輸出 – 解決方案”的結構，引導讀者在實戰中培養算法思維，牢固掌握數據結構與算法的核心知識。全書共分10章，涵蓋哈希表、樹與遞歸、記憶化與動態規劃、圖與廣度優先搜索、加權圖中的最短路徑、二分搜索、堆與線段樹、並查集以及隨機化算法等主題。所有示例均用C語言實現，但無論你使用C++、Java還是Python，都能輕鬆理解並遷移所學思想與方法。

This fascinating and funny comic book collection is the perfect introduction to the world of the ancient Romans.Including six mythical tales retold in comic strips, readers will learn about the founding of Rome in 'Romulus and Remus', meet a callous cyclops in 'Polyphemus and Ulysses', and much more. Each myth is told in engaging modern language, which is easy for children to understand yet still retains the humour and intrigue of the original tales.As you journey back through ancient Rome, you'll meet an amazing array of mythical creatures and glorious gods, whilst non-fiction spreads will help you learn more about gruesome gladiators, amazing armies, evil emperors and the epic Roman empire.With bright and bold illustrations by Laurie Avon, this retelling of the Roman myths will educate and entertain readers of all ages.

本書深入解析大數據的發展沿革、4V特徵、行業價值與企業管理模式，更重要的是，它引導讀者從商業應用情境出發，思考並解決真實的數據分析問題，如群組、分類、推薦與關聯等。建立數據驅動思維，與數據科學家進行更有效的溝通，加速智慧應用發展。在實作層面，本書提供Python語言範例，循序漸進地引領讀者了解分析與模型建立步驟。提供房價預測、電影推薦、圖片辨識及自然語言解析等貼近真實的案例。本書更納入AI先進技術，介紹LangChain基礎運用，發展簡單的AI代理程式。這是一本橫跨大數據基礎、預測分析方法，到文本挖掘、圖像辨識、生成式AI代理的完整教材，是商管學生與商業人士理解AI實務與應用的最佳起點！

線性代數是一門高度通用且具備廣泛應用的基礎工具，無論是在人工智慧、數據分析或是各類工程領域，專業人士都需要對其具有紮實素養，方能在實際問題中建立準確的數學模型。本書的核心特色是擺脫傳統冗長而抽象的理論推導，轉而以直覺化的概念闡釋和高效的實戰應用為主軸。在解題風格上，本書不同於一般教科書完全按照理論框架進行推導。作者憑藉多年的實戰教學經驗，在許多計算技巧上提供了獨家捷徑，幫助學生有效提升解題速度，達到事半功倍的學習效果。同時，本書強調與現代科技趨勢的接軌，於附錄中提供 MATLAB 與 Python 雙程式平台的程式碼範例與腳本教學，專門針對複雜的線性代數計算提供電腦輔助實作指導。

Learn how many different Asian communities celebrate Lunar New Year in this book for young readers that reveals why the first new moon of the year is such a culturally significant moment for many countries!This fact-filled book covers all things Lunar New Year, from the Chinese Zodiac animals to the details of modern celebrations in busy cities like San Francisco, Vancouver, and London. During today's celebrations, children receive money from their elders in red envelopes and people exchange gifts. Some rituals that people do for Lunar New Year include spring cleaning, sweeping away bad luck, and wearing new clothes. Young readers will learn about the Lunar New Year traditions of China, Korea, Vietnam, the Philippines, and Thailand in this book about the beloved holiday.Series Overview: A natural expansion of the exceptional Who Was? series, What Was? focuses on compelling historical events, great battles, protests, and discoveries.

本書專為資料科學與人工智慧專業的初學者設計，內容通俗易懂，系統性講解學習AI所需的基礎數學知識。全書涵蓋理論與實踐，結合推導、計算與Python程式實作，幫助讀者靈活掌握核心概念並提升實戰能力。無論是作為相關課程教材，或是從業者的自學參考書籍，本書皆能有效協助讀者打下紮實的數學基礎，為人工智慧領域做好準備。AI時代來臨，你的數學準備好了嗎？打好基礎，推開智慧之門邁向未來，就從這本書開始！初學者友善的入門指南本書專為資料科學與人工智慧（AI）相關領域的學生與初學者量身打造，旨在幫助讀者建立學習AI所需的基礎數學概念。不同於傳統艱澀的數學教材，本書以通俗易懂、由淺入深的方式進行講解，讓即便是數學基礎薄弱的讀者，也能輕鬆理解並掌握內容。透過清晰的結構與大量實例說明，本書化繁為簡，降低學習門檻，是通往AI世界的重要敲門磚。理論與實踐兼備，學以致用本書的內容設計強調理論與實務並重，既有嚴謹的數學推導，也有豐富的應用實例。除了傳統的計算練習，還融合Python程式語言進行實作，讓讀者能夠同步訓練邏輯思維與程式技能。透過實際編程演練，不僅有助於加深對數學原理的理解，也提升將理論應用於資料分析與AI開發的實務能力。這樣的設計不僅符合現代科技教育的需求，也貼近業界實際工作情境。教材與自學兼用，應用範圍廣泛本書不僅可作為大專院校資料科學與人工智慧相關課程的教材，也非常適合自學者與職場從業人員作為參考書使用。內容涵蓋機率與統計、線性代數、微積分、最佳化等AI核心數學領域，系統性地建立完整知識架構。無論是準備進一步修習機器學習、深度學習等進階課程，或是需要在實務工作中應用資料分析與模型建構能力，本書都是不可或缺的重要資源。奠定未來AI學習的基礎人工智慧的發展日新月異，對數學的依賴與日俱增。唯有具備紮實的數學基礎，才能真正理解演算法的原理與模型背後的邏輯，進而靈活應用於各種情境中。本書不僅是一部數學入門書，更是一座銜接AI世界的橋樑。透過理論與實務交織的學習旅程，幫助讀者在AI領域立足，迎接更廣闊的未來發展機會。本書特色：本書專為資料科學與人工智慧專業的初學者設計，內容通俗易懂，系統性講解學習AI所需的基礎數學知識。全書涵蓋理論與實踐，結合推導、計算與Python程式實作，幫助讀者靈活掌握核心概念並提升實戰能力。無論是作為相關課程教材，或是從業者的自學參考書籍，本書皆能有效協助讀者打下紮實的

Carefully crafted using accessible language, repetition, sight words, and charming illustrations, Corey R. Tabor’s award-winning Fox books are a terrific choice for emerging readers and their caretakers. These active, engaging My First I Can Read stories have appealing plots and loveable characters, encouraging children to continue their reading journey.Perfect for introducing new readers to mischievous Fox’s adventures, this set includes five My First I Can Read Fox books (including three Geisel Award winners): Fox the TigerFox is LateFox versus WinterFox at NightFox Has a ProblemWith all five books tucked into one sturdy box, this is an excellent choice to jumpstart your Fox collection!

用數學與實作打通最佳化 從理論、工具到應用，學會打造更強的 AI 模型 本書內容改編自第 16 屆 iThome 鐵人賽 AI/ ML & Data 組冠軍系列文章《調整 AI 超參數好煩躁？來試試看最佳化演算法吧！》這是一本以「結合 AI 工具實作搭配少量理論」為核心的最佳化入門到進階指南。全書以直觀圖解與儘可能少的必要數學，帶你理解五花八門的演算法、目標函數與測試函數的本質，並以可直接執行的程式碼範例來串接起常見方法。例如，傳統啟發式演算法、粒子群算法（PSO），與比較近期的灰狼演算法（GWO），以及機器學習跟深度學習中的超參數最佳化（例如 TPE 等）。 書中不只介紹理論與實作，也新增「AI 協作」章節，示範如何下 Prompt，讓你與 AI 分工寫最佳化程式、請 AI 教學演算法與驗證結果。無論你來自影像處理、訊號處理、資料科學或工程領域甚至是學生，都能把最佳化真正用在工作、研究與學習裡。 本書可以學到哪些知識 本書規劃為五大篇、十個章節，以循序漸進的方式引導各位讀者深入最佳化的世界，並精選了一系列實際應用案例，讓各位不僅能理解理論，更能即學即用。 第一篇〈最佳化演算法的全貌〉：本篇會從最佳化技術的基礎概念開始，介紹什麼是最佳化演算法，接著會介紹目前的演算法種類大致分成哪幾種，這幾種演算法中目前比較主流跟比較多研究在使用的演算法有什麼。這些演算法雖然都是以數學來定義的，不過本書會根據這些公式的用途做一個簡單的總結，讓生活已經遠離數學的讀者也可以輕鬆上手。 第二篇〈最佳化演算法評估與測試函數〉：本篇將帶你掌握研究中廣泛使用的測試標準，讓你的最佳化演算法不再只是「感覺變好」，而是能以數據驗證、圖像呈現的方式準確比較表現。從經典測試函數到 Python 實作，幫助你建立完整的最佳化演算法評估公式。不論你是 AI 工程師、研究人員，還是想用最佳化技術提升產品效能的開發者，這章都能讓你學到「量化進步」，優化策略看得見！ 第三篇〈Python Optuna 模組介紹〉：進入實作關鍵！本篇將帶你認識 Optuna，一款靈活又高效的 Python 最佳化工具。無論你是要調校 AI 模型參數，還是優化自家產品或演算法效能，Optuna 都能幫你快速實驗、多次試錯、精準收斂。從基礎語法到深度學習案例，搭配 ChatGPT 提示技巧，讓你能在開發流程中聰明用好最佳化，把模型與應用

How the legacy of the Civil War--as presented by writers, poets, and artists of the time--has shaped American visions of democracy In Haunted by the Civil War, Shirley Samuels explores the work of Walt Whitman, Emily Dickinson, Herman Melville, Frederick Douglass, Charlotte Perkins Gilman, and others to investigate the long cultural shadow of America's cataclysmic sundering. Juxtaposing these texts with images--ranging from paintings by Winslow Homer to newspaper and magazine illustrations of political controversies--Samuels argues that the Civil War still haunts our attitudes toward democracy. The recent toppling of Confederate monuments, the continuing protests over racial and sexual discrimination, immigration, and Indigenous land rights: each of these forms part of the war's legacy. Examining the fraught deliberations about an ideal American democracy in the early republic, Samuels turns to the language of sensation in the poetry of Melville, Dickinson, and Whitman alongside Lincol

Celebrate the magic of the season with Our Little Adventure at Christmas, a heartwarming Christmas board book for babies and toddlers from author and illustrator Tabitha PaigeWhen a little badger’s Christmas tree is ruined by a storm, his woodland friends show him the true meaning of the holidays: kindness, friendship, and helping one another.With simple text, cozy illustrations, and sturdy pages, this sweet story is perfect for sharing the spirit of Christmas with little ones.Why families love it:A heartwarming holiday story about giving, teamwork, and holiday joyBuilt for little hands — a durable board book with rounded cornersGreat for early learning with clear visuals and toddler-friendly languageA keepsake gift for baby’s first ChristmasAdd this special Christmas board book to your holiday traditions—and create memories that last a lifetime.

'Alex Cross is a legend' HARLAN COBENDiscover the next book in the globally bestselling Alex Cross series... now the inspiration for the original series CROSS on Prime Video starring Aldis Hodge as Alex Cross.________________Alex Cross thought serial killer Gary Soneji was dead and buried.But when a hidden cabin reveals a stash of gruesome trophies and diaries, Cross realises the Spider's evil influence has spread wider than he ever thought possible.The chilling truth soon becomes clear: Cross imprisoned the wrong man.As he studies the clues, Cross becomes enmeshed in a web of evil designed to ensnare him all along.Now he must retrace the steps of a long-ago investigation and face theReturn of the Spider.________________PRAISE FOR THE ALEX CROSS SERIES'Patterson never, and I mean never, disappoints'USA TODAY'Behind all the noise and the numbers, we shouldn't forget that no one gets this big without amazing natural storytelling talent - which is what Jim has, in spades. TheAlex Crossser

本期專題 華語語系研究再出發：混語、跨界、多聲交響專題論文001意外的先驅 －冷戰時期的文學調查、讀本政治與華語教學 Accidental Pioneer: Literary Surveys, the Politics of Readers, and Chinese Language Pedagogy during the Cold War 陳柏旭 Chen Po-His039從語言使用和心智系統探討台灣跨語世代 A Study of Taiwan’s Translingual Generation through Language Use and Mental Systems 林映彤 Lin Ying-Tung 、 詹斯閔 Chan Szu-Min075文學紀錄片《櫻之聲》的（非）跨語敘事 －論黃明川的史家角色與作者位置 The (Non) Translingual Narrative of the Literary Documentary Sound of Sakura: On Huang Ming-Chuan’s Role as a Historian and his Author Position 陳允元Chen Yun-Yuan113從詩句到詩行 －楊牧的迴行意識與定行詩節 From Verse to Line: Enjambement Consciousness and Fixed-Line Stanzas in Yang-Mu’s Poetry 林宇軒Lin Yu-Hsuan一般論文155論季麒光台灣園林書寫的時代意義與美學意涵 －以雷蒙・威廉斯「感覺結構」為主要進路之考察On the Temporal Significance and Aesthetic Dimensions of Chi Ch’i-kuang’s Writings on Taiwanese Garden: A Study through Raymond Williams’ “Structure(s) of Feelings” 王建國Wang Chien-Kuo199正眼看世界 －日治台灣新舊文學論戰帶動的時空認知變化 Facing the World with Observation: Chronotopic Transformations Driven by the New-Ol

Journey around the world to some of the most challenging and remote spots on Earth in this stunningly illustrated book that celebrates human ingenuity, community, and the people who call these places home.Would you be lonely living atop a steep, snowbound mountain or bored in a tiny island village? Could you find your way home through a dense jungle or a blinding desert sandstorm? Our planet has many places where everyday life is made difficult by severe climates, isolation, or natural forces such as volcanic eruptions and earthquakes. Yet in these secluded locations, families learn how to band together and rely on each other, and this spirit of teamwork helps to sustain extreme living.Master of cut-paper collage artwork Giles Laroche transports readers to the world’s most extreme places through his exquisite illustrations and succinct explorations of what it takes to survive and thrive there.

本套書收錄 Hannah Gold 四部作品，以孩子的視角出發，描寫友情、勇氣與自然世界的深刻連結。《最後一隻熊》與《尋找北極熊》帶領讀者踏上冰封北境，在孤獨與希望之間，看見一段跨越物種的深厚情感；《迷失的鯨魚》以溫柔的海洋故事，描繪療癒人心的陪伴與重生；《海龜之月》則在熱帶雨林中展開一場緊張又感人的生態冒險。這些故事既是扣人心弦的冒險旅程，也是寫給地球的情書，讓孩子相信，即使微小，也能為世界帶來改變。This beautifully illustrated collection brings together four unforgettable eco-adventures by Hannah Gold, celebrating friendship, courage and the wonder of the natural world. From the frozen Arctic landscapes of The Last Bear and Finding Bear, where a young girl discovers the power of compassion and hope, to the vast oceans of The Lost Whale, a moving story of healing and connection, each tale invites readers to form a deep emotional bond with the wild. Turtle Moon takes the journey into the heart of the Costa Rican rainforest, weaving a thrilling and poignant story of family, bravery and conservation. Together, these novels offer gripping adventures and heartfelt reflections on our responsibility to protect the planet. Perfect for readers aged 8+, this collection shows that even the sm

產品特色： 隨著 APCS 程式設計先修能力檢測成為升學重要指標，如何有效備考、精準得分，已成為每位高中職學生與教學者關心的課題。 本書從考試介紹、程式識讀、演算法演練，到歷屆試題詳解，提供最貼近命題趨勢的備考資源。不只是教語法，更強調「解題實力」的養成！ 本書特色如下： 1. 完整解析 APCS 檢定架構與準備要點，方向明確不迷路。 2. 跨語言程式識讀教學（C語言＋Python），多元語感一次搞懂。 3. C++ 實作演算法與資料結構重點精華，強化邏輯與寫作力。 4. 歷屆實作題詳解，解題技巧與命題方向一次掌握。 5. 模擬題實戰訓練，題感培養、舉一反三，穩步提升實力。 無論您是初次挑戰 APCS 的新手、苦於突破實作題的考生，或是想找系統教材的教學者，本書都是您邁向高分通過、穩紮程式基礎的最佳選擇！

你會選擇和老虎一起潛行，還是和虎鯊一起暢游？這本由《Who Would Win?》暢銷系列作者打造的入門讀本，以「你選哪一個？」為主軸，引導孩子透過動物特徵的比較，做出自己的選擇。語言簡單，圖片逼真，是專為剛開始閱讀的孩子設計的 Level 1 課外書。讀者不僅能認識動物的基本習性與外型，也在遊戲中培養觀察力與表達能力。Play a fierce game of What Would You Rather Be? in this engaging Level 1 Scholastic Reader, from the bestselling author of Who Would Win?Would you rather prowl with a tiger or swim with a tiger shark? Let's find out!Readers will compare and contrast basic facts about these kid-favorite animals before making the ultimate decision -- which animal would they rather be? Simple language appeals to developing readers, while photo-realistic art will keep animal lovers engaged.This fun new series brings new life to the classic childhood game, Would You Rather! Enjoy this exciting Level 1 Scholastic Reader from the bestselling author of Who Would Win?

Press the soft patches to hear the skeleton and its friends come to life in this hilarious Halloween treat.You'd better not tickle the skeleton... because it might just rattle if you do!Babies and toddlers just won't be able to resist tickling the touchy-feely patches to hear each creature make a sound in this hilarious novelty book. At the end, readers will find all the characters gathered together for a spooktastic Halloween dance. An exciting series for babies and toddlers, from the creators of That's not my...Withover 20 books to discover in this award-winning series, there is a book to excite every baby and toddler; including dinosaurs, bears, tigers, unicorns and lots more - giggles are guaranteed!Every DON'T TICKLE book supports sensory development with:- Engaging characters to encourage playfulness- Furry patches for developing motor skills- Playful music to inspire movement- Holes to peep through, sparking curiosity- Rhythmic text for developing language

★★★「程式設計不再孤軍奮戰，讓 AI 成為你的戰友！」★★★☆☆☆「用 VS Code + Copilot，讓寫程式變得像聊天一樣簡單！」☆☆☆★★★「專案實戰，立即上手，程式設計不再卡關！」★★★《寫程式的AI戰友 - VS Code x GitHub Copilot》帶你進入 AI 輔助程式設計的新世代。本書不僅教你如何用 VS Code 打造專屬開發環境，更完整揭示 GitHub Copilot 的秘密武器：自動補全、錯誤修正、重構優化、AI 對話寫程式，讓你像專業工程師一樣高效開發。◎為何要讀這本書？在這個 AI 與程式設計緊密結合的時代，單靠背誦語法已經不足以讓你成為一位優秀的工程師。《寫程式的AI戰友 - VS Code x GitHub Copilot》將帶給你三大核心價值：1. 掌握開發主流工具VS Code 是全球最受歡迎的開發環境，本書完整介紹其安裝、操作與進階應用，讓你在最短時間內熟悉業界標準工具。2. 學會駕馭 AI，而不是被 AI 取代GitHub Copilot 能幫你寫程式，但本書更強調「思維升級」——如何正確下指令、判斷 AI 建議的正確性，培養「指揮 AI」的能力，避免淪為被動依賴。3. 專案實戰，立即上手從 CLI 工具到資料分析，從 API 整合到自動化報表，本書以專案導向學習，讓你邊學邊做，學到的技能馬上能應用在實際工作與專案中。◎ 讀完這本書，你將：☆ 熟悉 VS Code 與 Python 的整合操作。☆ 能使用 GitHub Copilot 提升開發效率，寫程式就像與 AI 對話。☆ 具備判斷、比較與優化程式碼的能力。☆ 透過專案實戰累積經驗，快速從初學者邁向專業者。這不只是一本文教你「怎麼寫程式」的書，而是一本幫你建立 「AI 時代程式設計思維」 的手冊。◎本書特色：☆從零開始：安裝 VS Code、設定 Python 環境、快速上手介面操作。☆AI 實戰：完整示範 Copilot 的用法——寫程式、除錯、重構、生成測試與文件。☆專案導向：涵蓋 CLI 工具、資料處理、API 整合等專案，邊學邊做，馬上能用。☆資料科學應用：結合 Jupyter Notebook、NumPy、Pandas、Matplotlib，立即展現 AI + Python 的威力。☆思維升級：教你如何成為「指揮 AI 的人」，而不是被 AI 主導

首本 MCP 多平台整合實戰書──OpenAI 只是起點！一次搞懂 AI Agent、Function Calling 與 MCP本書含最新 OpenAI GPT-5 範例《AI Agent 奇幻旅程》集結七大章、五位實戰講師，從宏觀願景到微觀程式碼完整展示 AI Agent 與 MCP 的威力。本書不僅描繪 AI 代理的未來藍圖，更以 OpenAI Agent SDK、Claude Desktop、Semantic Kernel、GitHub Copilot、Line 等熱門主角，逐章帶你實現「Agent × MCP」跨平台串接──讓桌面、雲端、聊天機器人一次打通。每章皆附範例專案程式碼，幫助讀者快速複製情境到自己專案。無論你想開發企業級智慧工作流，或打造個人化多代理應用，本書都是一把從概念到落地的「萬用鑰匙」。打開《AI Agent 奇幻旅程：MCP 通往異世界金鑰》這本書之前，讓我們先確認一件事：你是否已經接觸過大型語言模型（LLM），知道什麼是 prompt、token、embedding，也嘗試過呼叫像是 ChatGPT 的 API，做出一些能與人對話的範例程式？如果你的答案是「是的」，那麼，恭喜你——你已經準備好踏上下一階段的冒險，來探索 AI 模型不只是會說話，而是能夠行動，能夠呼叫工具、整合服務、進行決策，甚至協調多個代理角色，真正變成你的智慧夥伴。這本書的焦點不在於再教一次 LLM 的基礎，而是要帶你直奔最精華、也最刺激的主題：Model Context Protocol（MCP） 以及 AI Agent 架構。從願景出發，到實作落地，我們安排了七大章節，由五位具備實戰經驗的講師聯手執筆，深入淺出地展現如何打造多平台整合的 AI Agent。全書圍繞「Agent × MCP」這個核心，帶你逐步實現桌面端（Claude Desktop）、雲端平台（OpenAI Agent SDK）、本地框架（Semantic Kernel）、AI 輔助工具（GitHub Copilot），甚至社群應用（LINE 機器人）的跨平台連結。每一章都搭配完整範例專案，讓你不只學得會，還能直接套用到自己的實務場景中。▋ 建議搭配《Python 原力爆擊》如果你還沒實際寫過生成式 AI 程式碼，我們也誠摯推薦你搭配閱讀我們的姊妹作《Python 原力爆擊：OpenAI / Ge