Python machine learning

Mo Willems, #1 New York Times bestselling, award-winning author-illustrator, tackles a BIG concept in this hilarious nonfiction picture book about the relationship between size and scale. Are YOU big? A simple question sends readers to the far reaches of the universe. From an average-size kid . . . to a hot air balloon . . . to a storm cloud . . . to the M100 Galaxy, size is a matter of perspective. Bold text, expressive art, and real-world science come together in this original Mo Willems STEAM-based, early-learning concept book.

STEM—where we see it, how we use it, and why you should careDiscover how machines are part of our daily lives with Everyday STEM Technology—Machines.Explore a world full of technological innovation, from the first tools used in the Stone Age to the machines of the future. Learn about telescopes and rovers in space, see how modern machines can protect our planet, and meet the innovators and scientists who invented the machines that have improved our lives, including Dr Gladys West, Olafur Eliasson, and Fei-Fei Li. Readers can also carry out cool machine experiments at home.With easy-to-understand text written by STEM expert Jenny Jacoby, and lots of colorful artworks, photos, and diagrams, readers can explore where we encounter machines and why they are even important at all.The Everyday STEM series makes science relevant to tweens. Instead of telling kids STEM is important and is the key to their future success, these books show readers how we use science, technology, engineering, and

It's a race to the finish line in the Jungle Grand Prix. Can Baboon beat sneaky Cheetah?In this funny rhyming story, racing driver Baboon looks set to win the Jungle Grand Prix. But her rival Cheetah will try any trick to stop her. Will he succeed? Find out in this fast-paced addition to the popular Phonics Readers series.The hilarious story and appealing illustrations make learning phonics fun.Notes for grown-ups provide information on how children can learn to read using phonics.A QR code provides a link to an audio recording of the story.

An official Minecraft illustrated children’s gaming adventure for young, struggling or reluctant readers and kids who love video games!If you enjoyed A Minecraft Movie, you’ll love this book!Emmy and Birch go on an adventure to explore a woodland mansion in this Young Reader book and the only official levelled reader series based on Minecraft, the world's best-selling video game!Minecraft is the best-selling video game of all time! And now learning to read has never been more fun for fans ages 4 to 7.This time Emmy and Birch – and their tame wolf Byte – set out on an epic adventure to explore a dark Minecraft mansion!Look for these other great Minecraft titles:• Mobs in the Overworld! (Minecraft) 9780755500444• Survival Mode! (Minecraft) 9780755500451• Escape From the Nether (Minecraft) 9780755500468• The Sky’s the Limit! (Minecraft) 9780008495978

Discover the secrets of the Roman Army in this fascinating gift book from the British Museum. What was a Roman legion? How exactly did soldiers train for battle? And why did they have to 'march like a tortoise'? Find out the answers to these questions and many more in this complete guide to life in the Roman army. Filled with fascinating facts and grisly detail, you'll uncover what life was like in the army camp, how soldiers planned a siege and even why they catapulted creepy-crawlies at the enemy!With silver foil on the cover and quirky colour illustrations on every page by award-winning artist Tom Froese, children aged 6+ will love learning about one of ancient Rome's most grisly and gripping subjects.The fantastic follow-up to British Museum: Mummies Unwrapped! ("Perfect for mid-primary aged children" - BookTrust)

「軟體開發者與資料科學家必備的實戰資源！Ali以深厚技術與清晰教學，手把手帶你用FastAPI打造可上線的生成式AI服務，從實作中保持領先地位。」 ―Joe Rowe，Applied Data Science Partners技術保證與合規主管 「這是一本極實用的生成式AI入門書籍，詳盡說明如何打造真正能運作的服務，非常適合當成邁入 AI 開發領域的首選書籍。」 ―Julian Brendel，Vitol資深Python開發者 準備好要用生成式AI打造真正可上線的應用程式了嗎？ 本書以實作為核心，教你如何運用FastAPI網頁框架來設計與部署AI服務。你將學到如何整合模型，處理文字、圖像、音訊與影片，並讓服務與資料庫、檔案系統、網站與API自然串接。無論你是網頁開發者、資料科學家，還是DevOps工程師，本書提供的範例、工具與策略，都能幫你打造高效、可隨需擴展、能即時提供服務的AI應用程式。 作者Alireza Parandeh透過清楚的解說與實際範例來介紹身分驗證、並行、快取，同時結合向量庫的檢索增強生成（RAG）技術。你將學會如何檢驗AI輸出品質、提升效能，以及保護微服務的最佳做法，並利用Docker來部署容器，在雲端自信啟動你的AI應用程式。 • 建立可與資料庫、檔案系統、網站及API互動的AI服務。 • 管理並行的AI工作與長時間運行的任務。 • 透過WebSockets與伺服器傳送事件（SSE），以串流形式傳送AI生成的結果。 • 使用身分驗證、內容過濾、限流與速率限制機制來保護服務。 • 透過快取、批次處理與微調技術強化AI效能。 Alireza Parandeh 是獲得英國工程委員會（UK Engineering Council）認證的特許工程師（Chartered Engineer），也是微軟與Google認證的開發者、資料工程師與資料科學家。 #FastAPI #生成式AI #AI服務/應用開發 #RAG #Docker部署AI #Context-rich AI

專為孩子寫的最佳「自我接納」入門書！ 【特別收錄】接受國際正念培訓導師 Sangeeta 桑吉塔親授——10個中文靜心＋10個英文靜心音檔，延伸閱讀能量至實際練習! 「宇宙的花」比喻成每個孩子的獨一無二的特質，幫助孩子們接納自己、接納他人！ 當你走到花園裡， 你看到花園有很多花， 你發現每朵花都不一樣， 每朵花不會大喊「看我多麼美！」 每朵花都安靜享受自己的獨特的美！ 你心想， 如果世界上的每個人像花朵一樣， 每個人接納自己是獨一無二的花， 那麼，這個世界上會有什麼不同？ 當我們了解這個真實真理， 我們不用追隨某個美麗的標準， 我們不用追隨某個流行潮流的美， 我們回到當下，開始看見自己的美， 當我們看見自己的美， 我們才能看見他人的獨特。 當我們看見他人的獨特， 我們才能接納他人的獨特，減少霸凌與排擠他人。 這本童書希望帶給孩子們、家長們、導師得以共讀共學靜心的可能。 本故事書符合「SEL」三大特色 EQ之父 丹尼爾．高曼 、管理大師彼得．聖吉，聯手提出「SEL社會情緒學習（Social Emotional Learning）」三大特色： ▍特色 1 －覺察自己內在情緒 本書教導孩子靜心，提供具體靜心步驟與20個靜心音檔，幫助孩子懂得靜心，懂得覺察自己的情緒，回到當下。 ▍特色 2 －同理他人感受 本書教導孩子了解自己的特色，當孩子認識自己的獨特，孩子才能了解他人的獨特，進而提升對他人的同理心。 ▍特色 3 －了解世界如何系統地運作 本書教導孩子擁有宇宙觀，了解這個世界的無形的運作方式，每個人是一個靈魂來到地球學校學習，教導孩子放下追求完美/結果的執著，幫助孩子擁有正向思考面對未來的挑戰與挫折！ 本書附有作者的反思頁＋塗鴨彩繪覺察練習，包含： ▍什麼是你最特別的地方? ▍如果你是一朵花，你會是什麼花? ▍如果每天一分鐘靜心，你會如何開始? ▍塗鴨頁，讓孩子畫下自己的宇宙的花。 ▍作者的信：作者分享自身的歷程，鼓勵年輕的孩子們。 ▍靜心學習補充頁：特別說明為什麼靜心幫助孩子接納自己？為什麼本書使用「明想」取代「冥想」？ 本書特色： 1. 少數整合靜心+自我接納+音檔+塗鴨頁 2. 社會情緒學習（Social Emotional Learning，SEL）主題繪本。 3. 作者具備國際正念師資專業、華德福850小時受訓與實習畢業、唐睿謙兒童瑜珈培訓初中階畢業，收錄給兒童

【內容特點】★大語言模型推薦系統技術架構★Transformer與注意力機制應用★嵌入生成與人物誌建模模組★大規模向量檢索與Faiss整合★生成式推薦與RLHF最佳化★預訓練模型應用於冷啟動推薦★微調技術與LoRA參數調整★Prompt工程與上下文學習技術★多模態嵌入與CLIP特徵整合★多工學習架構與互動式推薦系統★排序演算法與Learning-to-Rank應用★高併發推薦服務與快取策略設計★分散式推理與ONNX模型部署★電子商務平台推薦系統專案實作【內容簡介】本書針對大語言模型於推薦系統中的應用進行完整拆解，涵蓋從基礎架構設計、嵌入建構、排序演算法到冷啟動處理與互動式推薦等核心模組。內容不僅包括主流技術如Transformer、Faiss、T5與GPT模型，亦涵蓋LoRA、RLHF與Few-shot推薦等進階主題。技術實作部分詳細說明了如何處理人物誌建構、多模態資料整合、向量檢索與模型微調，同時結合分散式推理與高併發部署方式，提供了可落地的工程指引。實務案例涵蓋LangChain對話推薦、電子商務場景應用與推薦效能監控設計，並搭配程式碼範例與框架工具，讓開發者能從需求分析一路實作至部署。此書適合資料工程師、推薦系統開發者與希望導入LLM能力的AI實作者閱讀，能作為系統化構建智慧推薦系統的技術參考資料。

人工智慧有何侷限和潛力？「創意」真正的意涵是什麼？創造力可以培養嗎？它是人類獨有的，還是人工智慧也可被視為具有創造力？ 屢獲殊榮的天才數學家探索創造力的未來機器學習將如何顛覆、豐富並轉變我們對「人性」的理解「面對即將到來的AI世界，這是一本絕佳的旅遊指南。」──珍奈．溫特森（Jeanette Winterson） 身為人類，我們擁有非凡的能力，能創造出提升、拓展和轉化生命意義的藝術作品。然而，在其他許多領域，人工智慧的新發展正在撼動現狀，我們逐漸發現許多人類從事的任務，電腦也一樣做得好，甚至更好。複雜的演算法正在幫我們採購雜貨、挑選伴侶及管理我們的投資。它們能處理比醫生或律師更多的資料，以更高的精確度行動。但機器有創造力嗎？它們能很快從感動我們的藝術中學習，並理解藝術與平凡之作的差別嗎？ 屢獲殊榮的天才數學家馬庫斯．杜．索托伊，在這本關於創造力未來的必備指南中，帶領我們深入人工智慧和演算法學習的世界。他詢問我們對藝術的情感反應，有多少是源自大腦對模式和結構的回應？在數學、藝術、語言和音樂中，「創意」真正的意涵是什麼？他探索電腦學習將如何改變創造力的未來，也探究模式和模仿在創造過程中的作用，並著手研究那些試圖在遊戲、音樂、藝術和語言領域與人類創新匹敵、甚至超越人類的程式和程式設計師──從DeepMind、Flow Machine到Botnik、WHIM──像DeepDream這樣的程式能生成看似波洛克的抽象滴畫，DeepJazz則能以艾靈頓的風格寫出爵士樂。但這些程式是在模仿，還是真的擁有「創造」的能力？ 電腦要多久才能創造出有創意的作品？它們是否可能反過來激發我們發揮更多的想像力？當市面上大多數談論人工智慧的書籍聚焦於工作的未來時，本書對人工智慧與身為人類的本質，提供引人入勝且與眾不同的探索，引導我們來到創新科技的前線，並且呈現出一幅更積極、更充滿意外的未來圖景，一個人類與機器共存、並肩創造的世界。

遇到困難、不如己意時，你會怎麼辦呢？跟著蒂達試試看，不要放棄，擁抱變化！「簡潔鮮明的圖畫，細膩溫柔的文字，在有趣的故事中傳遞面對困境的力量。」――《學校圖書館連線》（School Library Connection）「圖畫從灰階到彩色，細膩的呈現故事主角面對挫折時的心境變化。這本繪本替孩子打開了學習情緒的入口」──《科克斯書評》（Kirkus Reviews）蒂達的生活裡，有朋友、玩具有伴，一切都是她喜歡的樣子，但是有一天，她的世界卻出現天翻地覆的變化，所有的東西都變成上下顛倒的樣子。這讓蒂達做任何事情都相當吃力，嘗試了幾次、吃了一些苦頭後，她決定放棄，拒絕再做任何努力。直到有一天，她看到一隻躺在地上、四腳朝天的瓢蟲，無法起身的瓢蟲不斷的揮動著牠的小腳，不斷嘗試後，終於成功展翅飛起。這讓蒂達有了新的啟發，開始擁抱現況，並願意嘗試挑戰。✦✧✦✧✦✧✦✧✦✧✦✦✧✦✧✦✧✦✧✦✧✦✦✧✦✧✦✧✦✧✦✧✦❤ SEL情緒學習繪本讓孩子從小建立社會情緒學習（EL, Social Emotional Learning），認識自己的情緒，學會傾聽自我，並建立心理韌性。❤遇到困難，你會選擇逃避還是再試試看呢？故事裡的蒂達遇到困難先選擇了放棄，卻依舊不開心，當她勇敢嘗試時，一切變得有趣，而且也更有信心面對其他的挑戰了！【適讀年齡】▲ 適讀年齡：2～6歲親子共讀；6歲以上自己閱讀。▲ 文字附注音，適合親子共讀，也適合孩子自己讀。

若要打造可推理及提取外部資料、理解前後脈絡、可投入正式環境的 AI 應用程式，你就必須熟悉熱門的開發框架與平台 LangChain。它可以用來建立、執行與管理有自主行動能力的 app。目前已有許多頂尖公司採用 LangChain，包括 Zapier、Replit、Databricks 等。對於已經學會 Python 或 JavaScript，且想要掌握 AI 能力的新手開發者而言，本書是必備的學習資源。 作者 Mayo Oshin 與 Nuno Campos 透過實用的見解與深入的教學，帶領你逐步掌握 LangChain 的運用。從基礎概念開始，一步步帶你建立一個可正式上線，並且能夠使用個人資料的 AI agent。 • 運用 retrieval-augmented generation（RAG）技術，結合外部的即時資料來提升 LLM 的準確性。 • 開發並部署能夠與使用者聰明地互動，並且記得前後脈絡的 AI 應用程式。 • 透過 LangGraph 來使用強大的 agent 架構。 • 整合並管理第三方 API 與工具，以擴充 AI 應用程式的功能。 • 監控、測試與評估 AI 應用程式，以提升效能。 • 瞭解 LLM app 開發的基礎知識，並學習如何在 LangChain 上加以活用。 ------------------------------------------------------------- 「本書包含條理分明的講解和可落實的技巧，是掌握 LangChain 的強大功能，並用它來製作可上線的生成式 AI 與 agent 的首選資源。對於想充分利用此平台之潛力的開發者來說，是必讀之作。」 ── Tom Taulli，IT 顧問暨《AI輔助程式開發》作者 「這本完整的指南涵蓋文件提取與檢索，以及在正式環境中部署與監控 AI agent 的完整知識。透過引人入勝的範例、直覺的圖解與實際的程式碼，讓 LangChain 變得既有趣又好玩！」 ── Rajat K. Goel，IBM 資深軟體工程師 「這是一本完整的 LLM 指南，不只介紹基礎知識，也探討生產階段，充滿技術見解、實用策略，以及強大的 AI 模式。」 ── Gourav Singh Bais，Allianz Services 資深資料科學家暨技術內容撰寫人

GitHub Copilot學習手冊｜效率倍增的AI程式設計力 「《GitHub Copilot學習手冊》是實用、有深度、貼近日常開發方法的一本書。」 ――Andrew Stellman，開發者、團隊主管、講師與作者 「每一位程式設計師都要瞭解AI輔助程式設計，GitHub Copilot顯然是這個領域的龍頭，而Brent的這一本書是帶你精通這款強大工具的終極指南。」 ――Tom Taulli，《AI輔助程式開發》 作者 使用GitHub Copilot的生成式AI 來大幅提升程式設計效率！在這本實用指南中，作者Brent Laster將教你如何使用生成式AI來迅速寫出更好的程式、輕鬆生成測試程式、在任何開發階段寫出完善的文件…等。本書也會探討進階用法――例如利用Copilot的Agent功能來自動新增功能，以及自動審查pull requests。 《GitHub Copilot學習手冊》適合任何程度的開發者、測試人員、DevOps工程師，以及軟體專業人士。本書除了介紹基本知識外，還會深入討論Copilot Edits、Agent模式與Copilot Vision。你也將學習建立自己的Copilot擴充套件以擴展功能。不論你使用的是Python、JavaScript還是其他語言，本書都能幫你充滿信心地將AI整合到開發流程中。 - 利用即時的AI建議來探索與瞭解陌生的程式與演算法 - 精通行內補全與聊天介面，將常見任務自動化 - 快速、輕鬆地將自然語言提示詞轉換為完整的函式、測試與文件 - 利用背景資訊與提示詞來優化AI生成的結果，以獲得量身打造的解決方案 - 在IDE中透過AI的協助來簡化功能開發與重構

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！胖先生又摔斷腿了！這次是因為「尾巴海灣」湧入大量垃圾，讓他嚇得從樹上掉下來，儘管住院打石膏，他還是不忘寫信求救！結果大家都很忙，只有山雨小學的同學們願意出手相助，他們決定前往「鱷魚島」探望胖先生並且弄清楚狀況。沒想到航海途中，他們遇見畫畫本領高強的高大個、水性高強的海怪泥嘶糊，他們一起發揮創意，將海廢變成前所未見的遊樂園以及獨一無二的帆船「鐵打泥號」。這場「讓垃圾變有用」創意大賽，究竟是由愛咪公主帶領的公主隊，或是艾迪王子帶領的王子隊能贏得勝利呢？精采內容：1.鱷魚島的胖先生2.泥嘶糊水怪3.垃圾變有用創意大賽4.祝胖先生早日康復故事以外，也來點知識吧！★普普藝術是什麼？超現實主義呢？（艾迪王子滔滔不絕的分享）★阿基米德原理是什麼？（怪博士口沫橫飛的開講）★從編織魚網到「扭結理論」（樹懶小姐娓娓道來）★什麼是聲納？（泥嘶糊跟海底深處的老爸老媽的溝通利器）知識以外，還有好玩的小遊戲喔！（愛咪公主、艾迪王子與阿古力聯名推薦）★☆★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，

An entertaining collection uncovering the stories of dinosaur discoveries told in comic strips. Discover the story of Mary Anning, why there is a dinosaur called Sue, what the Bone Wars were and much more. This book is sure to entertain children, while giving them an insight into the many challenges and rivalries behind scientific achievements and how scientists learn from mistakes.It is produced by the same team as Comic Strip Science with hilarious comic strips illustrated by award-winning artist Jess Bradley and written by Paul Mason, who is well known for making science learning fun. Key science concepts are pulled out in more depth in feature spreads. The book has a specialist text consulant, paleontologist Dr Dave Hone.Comic Strip Science Adventures is a series of comic books that are perfect for young scientists aged 7 plus. Each book has specialist subject consultants. Titles in the series: Digging for Dinosaurs, Exploring Space, Medical Marvels, Amazing Inventions.

An entertaining collection uncovering amazing stories of space exploration told in comic strips. Discover the history of the first missions to the Moon, how space rovers have adventures, the mystery of a floating poo and much more. This book is sure to entertain children, while giving them an insight into the many challenges and rivalries behind scientific achievements and how scientists learn from mistakes.It is produced by the same team as Comic Strip Science with hilarious comic strips illustrated by award-winning artist Jess Bradley and written by Paul Mason, who is well known for making science learning fun. Key science concepts are pulled out in more depth in feature spreads. The book has a specialist text consultant, Sophie Allan of the National Space Centre.Comic Strip Science Adventures is a series of comic books that are perfect for young scientists aged 7 plus. Each book has specialist subject consultants. Titles in the series: Digging for Dinosaurs, Exploring Space, Medical

☆好評熱銷再上市☆★ ML 最強套件 scikit-learn ? 經典演算法，帶領你徹底攻略所有 ML 必備理論與實踐技能！ ★機器學習是一門多領域交叉學科，涉及機率論、統計學、逼近論、凸分析、演算法複雜度理論等多門學科。其研究電腦模擬或實現人類的學習行為，獲取新的知識，重新組合現有知識結構並改善自身的效能。本書針對機器學習領域描述了多個學習模型、策略、演算法、理論以及應用，以 Python 3 為基礎，使用 scikit-learn 解決實際問題。全書完整介紹機器學習基本概念、演算法流程、模型建構、資料訓練、模型評估與最佳化、必備工具和實現方法，並佐以實際案例，以機器學習的經典演算法為軸線：演算法分析 ? 資料獲取 ? 模型建構 ? 推斷 ? 演算法評估，讓你理論與實踐技能一次學會，輕易上手。本書特色ML 的最佳參考書，scikit-learn 的最紮實實戰應用，亦為深入 AI 技術的優良基礎！● 機器學習概述● 資料特徵提取● scikit-learn 估計器分類● 單純貝氏分類● 簡單線性迴歸到多元線性迴歸● k 近鄰演算法分類● 線性迴歸到邏輯迴歸● 非線性分類與決策樹迴歸● 決策樹到隨機森林● 感知機到支持向量機● 從感知機到類神經網路● 主成分分析降維

Clean CodePython 寫 乾淨程式碼告別技術債，不再為爛程式加班收爛攤寫程式不是比誰先跑起來，而是能否長期維護。當需求一改就骨牌倒、長函式與巢狀條件像毛線球、沒有測試誰也不敢動，這些都是「技術債」。本書以實務為軸，從Clean Code 的定義、Pythonic 寫法、命名與文件、PEP 8 與工具鏈、函數與物件設計、模組化結構、單元測試、例外處理與 logging，到壞味道識別與小步重構，一步步把專案從混亂導向清晰與可持續。你將學到☆Clean Code的5大原則◎「可讀」◎「可維護」◎「單一職責」◎「低耦合」◎「高內聚」☆如何判斷好/壞程式碼與乾淨程式碼的核心特徵。☆Pythonic vs. Non-Pythonic 的差異與常見誤用修正。☆命名、註解、docstring 的可讀性準則，讓程式自我說明。☆PEP 8 + black/isort/flake8 的實戰組合，建立一致風格。☆函數設計：單一職責、控制參數、避免副作用的落地做法。☆物件設計：恰到好處的封裝、避免過度設計與抽象。☆模組化設計：高內聚、低耦合，避開循環匯入。☆單元測試：unittest/pytest 的測試網，降低回歸風險。☆錯誤處理與 logging：把問題抓出來，也把原因留下來。☆重構手法：辨識壞味道、拆長 if-elif-else，穩健演進。適合讀者☆每天與需求變更拔河的一般公司軟體工程師。☆技術主管、Code Review 參與者與維運/測試人員。☆想把「能跑」升級為「能維護、能擴充」的 Python 開發者「為何必讀這本書」的關鍵理由☆把「能跑」升級為「能維護」：讓修改不再牽一髮動全身。☆對抗技術債：用小步重構把壞味道逐一清掉，減少救火。☆可讀性優先：命名、註解、docstring 讓程式能自我說明。☆統一團隊風格：PEP 8 +自動化工具（black/isort/flake8）讓評審聚焦在設計而非格式。☆降低回歸風險：pytest 測試網＋錯誤處理與 logging，建立可靠的安全網。☆穩定交付：把需求變更的成本降到最低，開發節奏更平滑。☆良好設計習慣：單一職責、低耦合、高內聚，在真實專案中務實落地。☆清晰專案結構：模組化與目錄切分，避免循環依賴、縮短新人上手時間。☆有章可循：從 Code Review 清單到重構步驟，立即可用的標準流程。☆減少加班：把時間花在創造價值

Best friends Ember the Fire Dragon and Gus the Mushroom Dragon search for a magic jewel in the first installment of this full-color, fantasy adventure series perfect for beginning readers!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Dragon Hill is in trouble! The magic jewel that protects Dragon Hill has gone missing, and best friends Ember the Fire Dragon and Gus the Mushroom Dragon work together to find the jewel. But they are young dragons and Ember doesn't yet know how to use her fire powers. The two friends follow squirrel paw prints and meet a helpful Tree Dragon. Will they be able to find the magic jewel?Ember and Gus's adventure is told through five full-color short stories with ea

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School Library Journal Best Book of 2025Amazon's Best Children's Books of 2025 (Ages 6-8)New York Public Library Best Book for Kids of 2025Booklist Editor's Pick for 2025 Graphic Novels本書為《Hug Machine》作者 Scott Campbell 的圖像書作品。在這個奇妙的世界裡，每個人頭上都「頂著一個東西」，主角是形影不離的好朋友──小屋頭與大樹頭。這對古怪卻真摯的好友，一起經歷剪葉（剪頭髮）大失敗、手繪地圖尋寶，甚至踏上宇宙級大冒險，發現原來地球也在某個人的頭上！本書以幽默感十足、瘋狂又新鮮的創意設定，描繪出一個歡樂又超現實的世界。全書收錄六則爆笑又溫馨的故事，搭配簡潔的線條與充滿節奏感的對話，小讀者能在畫面中盡情尋找並替各式各樣的「頭」命名，也一定會被荒謬又可愛的情節逗得哈哈大笑。"Hahahahahahahaha" —Jon Klassen, Caldecott medalist and New York Times bestselling author-illustrator of THE SKULL"I laughed my head off!" —Ben Clanton, Eisner Award winner and New York Times bestselling author-illustrator of NARWHAL AND JELLYHELLO, READER HEADS! Jump headfirst into the wonderfully off-the-wall world of renowned creator Scott Campbell, in this goofy, good-natured graphic novel series featuring a best friend duo like no other! It's Frog and Toad meets Bill and Ted for a new generation of readers — and best buddies of all ages.Book 1 in

☆ROS 2 核心架構與通訊機制深度解析☆ROS 2 節點、話題、服務、動作完整實作☆DDS 通訊模型與QoS參數實務設定☆tf 座標系統操作與動態轉換程式開發☆Gazebo 模擬環境與 URDF/XACRO 模型建構☆ROS 2 驅動層設計：從PWM到閉環控制實作☆差速運動學正逆解與底盤驅動開發☆相機標定、影像處理與 OpenCV 整合應用☆深度學習視覺巡線與 YOLO 物件辨識部署☆SLAM Toolbox、Cartographer、ORB 與 RTAB地圖建構實戰☆Nav2 導航框架全域規劃、局部避障與定位技術實務☆rqt、rosbag 與 RViz 資料視覺化工具詳解☆ROS 2 分散式通訊與 SSH 網路整合部署☆C++ 與 Python 雙語言範例完整提供【內容簡介】本書共分三部分、九章，完整涵蓋ROS 2在實際機器人開發中的應用。第一部分為基礎原理篇（第1至第3章），說明ROS 2的核心概念與技術基礎，包括節點、話題、服務、動作、參數機制，並深入解析ROS 2所採用的DDS通訊架構與QoS設定方式，此外也介紹實務開發常用的工具，如ros2 launch、tf變換、RViz可視化、rosbag記錄與Gazebo模擬環境的整合方法。第二部分為機構與驅動篇（第4至第6章），從機器人建模的URDF與XACRO語法開始，延伸到機構模擬與差速底盤的運動學正逆解與實作，並包含感測器資料處理、馬達PWM控制、編碼器讀值、PID閉環控制與ROS 2硬體驅動的整合流程。第三部分為應用實作篇（第7至第9章），涵蓋影像處理與機器視覺模組建置，包含OpenCV影像分析、YOLO物件偵測與視覺巡線應用，並介紹常見SLAM建圖方案如SLAM Toolbox、Cartographer與RTAB-Map的使用流程與設定方式，最後完整說明導航框架Nav2的架構設計、路徑規劃、障礙物避讓與自主探索參數調校方法，協助開發者快速建立具備自我定位與導航能力的智慧型移動機器人。

Find out all about George Washington, Founding Father and first president of the United States, and the key role he played in the American Revolution and the colonial bid for independence from Great Britain.Aligned with The Science of Reading, Common Core Standards, and key U.S. curricula, this book is the perfect support in learning all about George Washington and his monumental impact on U.S. history. Part of the immersive new DK Super History series, this informative and inclusive book offers young learners the full picture about a key figure in history. It takes a 360-degree look at the life and work of George Washington, exploring his background and key people in his life, his role in important events, and the influence they had on history. The main narrative is supported by different perspectives, primary and secondary sources, infographics, and an engaging graphic novel style story. With specially designed spreads that build skills in historical inquiry and interpretation and ma

Find out all about Susan B. Anthony, the American women's rights activist and social reformer, and the pivotal role she played in the women's suffrage movement in the United States.Aligned with The Science of Reading, Common Core Standards, and key U.S. curricula, this book is the perfect support in learning all about Susan B Anthony and her impact on U.S. history. Part of the immersive new DK Super History series, this informative and inclusive book offers young learners the full picture about a key figure in history. It takes a 360-degree look at the life and work of Susan B. Anthony, exploring her background and key people in her life, her role in important events, and the influence they had on history. The main narrative is supported by different perspectives, primary and secondary sources, infographics, and an engaging graphic novel style story. With specially designed spreads that build skills in historical inquiry and interpretation and make complex events accessible to children

Celebrate the holidays with this collection of Christmas classics, including A Christmas Carol, The Nutcracker, and a collection of holiday short stories--together in one paperback boxed set! Celebrate the season with this collection of popular holiday stories from Christmases past. This set includes E. T. A. Hoffman's The Nutcracker, the story of a girl's Christmas gift coming to life and battling the sinister mouse king, which later inspired Tchaikovsky's popular holiday ballet. Next is A Christmas Carol, Charles Dickens's renowned novella about the miserly Ebeneezer Scrooge being confronted with his greed and learning the meaning of Christmas. Rounding out the set is The Twelve Classics of Christmas, a collection of twelve holiday short stories. From favorites like Clement C. Moore's "'Twas the Night Before Christmas" and O. Henry's "The Gift of the Magi" to lesser-known tales from beloved authors like Louisa May Alcott, F. Scott Fitzgerald, and the Brothers Grimm, this anthology is

★☆★「AI 時代最全面的 ChatGPT 5 實戰指南」★☆★在 AI 快速演進的浪潮中，ChatGPT 5 不僅是工具，更是未來工作與創作的強大戰友。本書從基礎到進階，完整揭示最新的 Agent 模式、任務自動化、Prompt 實戰技巧、Projects 專案管理、Canvas 協同創作、Sora 影片生成 等核心應用，幫助讀者全方位掌握 AI 工作流。本書特色：☆最完整技術解析：從 GPT-5 的多模態升級到語音、影像與影片生成，一次掌握 AI 前沿能力。☆實戰案例豐富：行銷文案、教育教學、投資理財、Python 程式設計、創意影像，涵蓋職場與創作者的各種需求。☆工作流整合應用：教你如何串接 Prompt → Projects → Agent → Canvas → GPT → Sora，打造專屬的 AI 解決方案。☆創意與效率兼具：從資料處理、圖表分析，到文學創作、影音生成，全面提升學習、工作與創作力。這不只是一本工具書，而是一份 AI 戰略藍圖。讓你在 AI 時代不僅跟上，更能領先一步。本書重點內容如下：☆AI助手的重要里程碑 - ChatGPT 5　◎ChatGPT 5 的核心技術與更新亮點　◎GPT-5 在多模態（文字、圖片、語音、影片）上的進化　◎搜尋聊天　◎AI幻覺　◎網頁搜尋　◎閱讀網頁新聞☆輸出格式的 Prompt 規則　◎讓 AI 用您指定的格式回應　◎條列式、Q&A、表格、簡短╱詳細輸出控制　◎限制字數、加入實例、標示來源的技巧☆ChatGPT繪圖 - 開啟心靈畫家的旅程　◎從對話到創作 - 探索AI繪圖的起點　◎深入探索AI繪圖語法 - 打造你的專屬風格☆資料處理與分析　◎表格與數據分析（含 Excel、CSV）　◎PDF、Word、PPT 的自動化摘要與編輯☆AI文學工坊 - 詩詞、小說與創作的全景探索　◎古詩與現代詩　◎規劃與創作一部小說　◎多風格與多語言的創作生成技巧　◎AI 與人類協作的實例☆教育與學習　◎AI 助教與教材生成　◎課程設計與互動學習☆商務與行銷　◎行銷文案與 SEO 優化　◎廣告與品牌策略　◎客戶服務與自動化回覆☆表格資料彙整與視覺化圖表製作　◎表格訊息彙整技巧　◎股市資料的視覺化分析　◎熱力圖分析與應用☆專案(Projects)管理功能　◎專案功能的核心概念　◎專案實作範例與應用 – AI分析均線☆深入研究

★ 《人類大歷史》作者哈拉瑞，專為中學生打造的人類史入門讀本★ 全彩插圖＋地圖＋時間軸，讓人類史變成停不下來的冒險故事我們跑不贏獅子，也游不過鯊魚，沒有尖牙、沒有利爪，卻一步步成為地球上最不可忽視的物種。人類究竟是怎麼辦到的？這不是神話，也不是科幻，而是一段真實發生過、比任何冒險故事都更驚人的歷史旅程。從遠古人類第一次在大地上現身，到學會用火、仰望星空辨認方向，再到發明工具、組織合作、改變世界的規則，本書帶領讀者回到人類歷史的起點，看見我們如何從脆弱求生者，成為改寫地球命運的存在。Unstoppable Us 1NEW YORK TIMES BESTSELLER • From world-renowned historian and philosopher Yuval Noah Harari, the bestselling author of Sapiens, comes an exciting, illustrated book for middle school readers that looks at the early history of humankind. A New York Times Best Book of the Year"Gripping and thought-provoking." —The New York TimesEven though we’ll never outrun a hungry lion or outswim an angry shark, humans are pretty impressive—and we’re the most dominant species on the planet. So how exactly did we become “unstoppable”?The answer to that is one of the strangest tales you’ll ever hear. And it’s a true story!From learning to make fire and using the stars as guides to cooking meals in microwaves and landing on the moon, prepare to uncove

本書以一隻與眾不同的撲滿小豬為主角，從一開始就打破「慢慢存錢」的傳統形象。Piggy 一心想快速達成存錢目標，四處搜刮零錢，沙發縫、口袋、洗衣籃，全都不放過，彷彿一台高速運轉的存錢機器。然而，急著前進的 Piggy 卻忘了最重要的事：耐心。他沒讀過撲滿使用手冊，也沒留意塞子是否放好，結果一路掉錢、目標落空。當忙碌與空虛同時出現，Piggy 才慢慢明白，真正的累積不是速度，而是持續與等待。本書以輕快的故事，帶出「慢慢來」的價值，讓孩子在笑聲中，理解存錢與成長其實很相似。Descended from a long line of patient, persistent savers, this piggy bank breaks the mold, flying in fast with a goal to gather cash. He's a supersonic saving machine! When his friends give him his first savings goal, Piggy hits the scene, rallying coins and cash in all the classic spots--from couch cushion to laundry pockets. Go pig or go home! But in his rush to save, Piggy leaves behind his stopper, and forgets to read The Official Bank Handbook, trailing the coins he's collected and failing to meet his savings goals. With his high-speed ways leaving him empty inside, Piggy must come to his cent-ces--reading the handbook, playing it cool, slowly saving, and paying with patience--if he ever wants to hit his goals and live up to the Bank name. Readers o

故事發生在午餐時間，Jim剛從樹上摘下最後一根香蕉，卻不小心掉到地上。當他下樹去找香蕉時，疣豬已經把香蕉撿起來，並堅稱那是自己的。Jim和疣豬因為這樣起了爭執，接著其他動物圍了過來，大家都無法判斷香蕉真正的主人是誰，直到好友Norman提出了建議....New York Times bestselling character Grumpy Monkey learns the importance of sharing with others in this original board book story that tackles a common toddler issue.It’s time for lunch, and Jim Panzee has just picked the very last banana on the tree. But then he drops it. When he climbs down to find it, Warthog has already picked up the banana and thinks it belongs to him. “It’s mine!” they both insist. As the two argue, the other animals arrive and soon, no one can agree who the banana belongs to. Until Norman suggests, “What if you share the banana?”Talented author-illustrator team Suzanne Lang and Max Lang convey the struggle of learning how to share in this funny board book for toddlers and babies that encourages kindness and generosity.Series Overview: SERIES DESCRIPTION: The Grumpy Monkey books were created by Suzanne and Max Lang to promote emotional li

● 依照自然界和社會生活中的事物分類，“近取諸身，遠取諸物”，共劃分為九個主題。● 解釋古文字形，追溯字本義和引申義，以幫助讀者更好地理解現代漢語中的字詞。● 收入常用漢字約2500個，依照共同形符、共同聲符或字形相近等原則組成字組，以簡馭繁，以類相從。● 收入常用詞約4000個， 按照其中體現的字義排布於對應的字下面，大多數詞配有精美插圖，生動活潑地詮釋詞義，妙趣橫生。● The dictionary features 9 thematic units categorized by what’s common in nature and daily life, progressing from what is near at hand to understand oneself, to more distant things to comprehend the world.● It explains ancient forms of characters to reveal their original meanings and extended meanings, facilitating a better understanding of modern Chinese.● About 2500 of the most frequently used characters are organized into groups based on the same radicals, phonetic components, or similar forms. Simplify the complex and follow the similar.● About 4000 of the most frequently used words are listed under the corresponding characters, with most of them illustrated, making the learning process enjoyable.

在金融詐欺日益猖獗、假帳技術不斷升級的數位時代，審計人員如何有效辨識財報異常、揭露潛在舞弊風險，成為專業查核的首要挑戰。《數位審計－運用Benford’s Law協助財報舞弊預測性稽核》即是為此而生，結合經典舞弊案例與AI智能查核技術，提供完整實作演練與數位稽核解方。Benford’s Law（班佛定律）揭示自然數字分布的規律，長年被譽為「假帳剋星」，已廣泛應用於全球財報稽核與法遵會計領域。本書以國際知名財報舞弊事件為例，解析企業造假邏輯，搭配JCAATs AI稽核軟體的班佛定律專業指令，讓讀者快速上手數據分析、查核指令與視覺化判讀。JCAATs為新世代Python-Based AI稽核軟體，具備直覺化操作介面與內建Benford指令，無須程式背景亦能輕鬆應用。書中亦收錄完整OPEN DATA與TEJ資料匯入與融合實作範例，協助讀者模擬查核流程、熟悉風險偵測步驟。本書由ICAEA國際電腦稽核教育協會認證顧問團隊編寫，特別適合會計師、內稽人員、財報分析師、法遵主管及商管院校教師使用。凡購書者皆可申請JCAATs教育試用版軟體90天授權，搭配教學演練資料，快速掌握AI查核技能，強化財報審計能力。無論您是想提升專業競爭力、導入科技查核工具，或是培育稽核團隊能力，本書皆是您不可或缺的實戰教材。◎代理經銷 白象文化

從傳統銀行到虛擬資產，洗錢風險無所不在。在全球法遵壓力升溫下，企業與金融機構迫切需要更精準的智能查核工具。本套書整合 ICAEA 國際電腦稽核教育協會認證之兩冊教材，聚焦「盡職調查與黑名單偵測」與「拆單與規避申報查核」兩大主題，搭配 JCAATs AI 智能稽核軟體與案例演練資料，協助讀者全方位強化 AML 查核能力。內容涵蓋黑名單偵測、拆單交易、規避申報、人頭戶洗錢、提現為名轉帳為實等高風險行為的 AI 查核技術，結合大數據分析、模糊比對（Fuzzy Join）、文字探勘與機器學習（ML）模型，提升異常識別效率與監控精準度。JCAATs 為 Python-Based 新世代 AI 稽核工具，支援七國語言與直覺式介面，內建近百項智能查核指令，包括模糊比對、拆單偵測（SPLIT）、風險預測分析等，操作簡易，實務導向，適用於數位轉型下的查核需求。本套書由 ICAEA 國際查核顧問團隊編撰，適用於會計師、內部稽核、監管機關、AML 合規與風控人員。讀者可申請 JCAATs 教育試用版授權，搭配演練快速上手，實現法遵數據化與查核智慧化轉型！◎代理經銷 白象文化

ANew York TimesBestsellerIn this third book inNew York Timesbestselling, Newbery Honor-winning author Shannon Hale's Princess Academy series,Miri goes from student . . . to teacher!Miri has spent a year at the palace, learning all about being a proper princess. But before she can return to her beloved Mount Eskel, the king has a task for her: Miri must travel to a distant swamp to start a princess academy for three sisters, cousins of the royal family. Unfortunately, Astrid, Felissa, and Sus are more interested in hunting and fishing than royal rules.As Miri spends more time with the girls, she realizes the king and queen's interest in them hides a long-buried secret. Relying on her own strength and intelligence, Miri must unravel the mystery while protecting the sisters--and maybe then she canfinallymake her way home.Don't miss the other books in the Princess Academy trilogy!Princess AcademyPrincess Academy: Palace of StonePrincess Academy: The Forgotten Sisters

A fresh, relatable story with a sprinkling of magic, about a girl who just wants to fit in but her magic powers make her stand out, from award-winning journalist and author Radhika Sanghani. Perfect for fans of Lottie Brooks and Dork Diaries.Sabina Patel has never been popular. And in her new school, in a new town where she doesn't know anyone, Sabina feels more out of place than ever.When she accidentally unlocks magic powers and starts to see visions of the future, Sabina worries that she'll be even more unpopular than before. But she quickly becomes one of the most popular girls in school, with everyone desperate for her to predict their test answers, prom dates and class election results.Then she starts seeing futures she'd rather not know about and Sabina's not sure if she's unlocked a gift or a curse.A book about learning to be happy in the present, rather than letting the future take over your life.Praise for Radhika Sanghani:"The Girl Who Couldn't Lie is sweet and funny and ful

A fantastically fun springtime picture book from the creators of The Leaf Thief. Hello sunshine! Hello lovely leaves. Nice to see you back.Squirrel is so excited. It's spring and the most perfect flower has started to blossom - and Squirrel has decided the flower is HIS. After what happened to the leaves in autumn (THEY ALL DISAPPEARED), Squirrel's not taking any chances.. . He MUST keep the flower safe, and he needs his best friend Bird to help him! But perhaps Squirrel wants to protect the flower a little too much.. . After all, even flowers want a little space sometimes.Join Squirrel and Bird as they discover and explore the wonderful nature of spring . . .and learn a few things along the way. A laugh-out-loud book about the changing seasons, with extra information in the back for especially curious minds Perfect as a companion reader to children learning about seasons in school A brilliant picture book that explores feelings, moods and times where we feel out of control Originally

青蛙 Bert 有一天發現了一顆閃閃發亮的泡泡，漂亮得讓所有朋友都忍不住想要輪流玩。原本單純的快樂，卻因為「想多玩一下」而變得有點複雜。隨著泡泡在大家之間傳遞，Bert 也慢慢發現，分享並不總是那麼容易，但真正的樂趣，往往來自一起玩。讓孩子在笑聲中理解，快樂其實可以被放大，只要願意一起分享。A funny, positive picture book about friendship, sharing and really brilliant bubbles from award-winning author/illustrator Kim Hillyard. One day, Bert the frog finds a beautiful, shiny bubble. It’s a very nice bubble – and all Bert’s friends think so too.Soon everyone wants to have a turn with the precious bubble – but as Bert discovers, sharing can be tricky. Can the friends find a way to enjoy the fun... together?A positive, heart-warming story about learning to share and finding fun in the world around you.

Meet Isadora Moon's mermaid friend, Emerald! Emerald is learning how to be a mermaid princess, but there are just so many rules. She loves having fun with her friends and exploring her underwater world with her pet octopus, Inkibelle, she doesn't want to be stuck in the palace with everyone looking at her and checking that she's doing things the proper, royal way. In Emerald and the New Arrival, Emerald's mum is expecting a baby and there's so much to do before the big day! Everyone is excited but Emerald can't help feeling a little .. . unsure.What if she gets woken up at night by all the crying? And what if Mum and her step-dad Auster are too busy with the new baby to think about her? But family life is full of surprises and Emerald is about to find out that being a BIG sister is a very special thing indeed. Illustrated throughout in sea green and black, Emerald is perfect for readers who are looking for a first chapter book with a splash of wildness and wonder.

For one city-kid turned country girl whose life has been changing nonstop, it seems like its finally time to find her place in her new blended family while settling in for the winter! Cozy up to the final volume of the heartfelt and acclaimed Peapod Farm series!Jen couldn't be more excited to spend time onPeapod Farms with her step-sisters, Andy and Reese. For months, Jen has been so focused on trying to figure out how she fits into her new blended family that she hasn't realized she's found her place... that is until Reese calls her sister.Excited and content, Jen thought she had figured everything out,but now she's not so sure. A rift emerges between the girls as Andy doubles down on being Reese's ACTUAL sister, while Jen is just the STEP sister. With Andy's attitude bringing a cold front to the farm it seems like it's going to be a long winter.Maybe between Peapod Farm's first snow and learning how to tap a tree for sugar, Jen and Andy both will have a chance to truly understand wha

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這是一本專為網絡工程師、運維開發人員及AI技術愛好者打造的實戰指南，旨在幫助其掌握如何利用大語言模型（LLM）提升網絡運維的智能化水平。本書以LangChain這一強大的Python框架為核心，結合在線LLM（如ChatGPT）和離線LLM（如LLaMA 3.2），詳細講解AI在網絡配置、故障排查、自動化運維等場景中的落地應用，同時兼顧國產網絡設備廠商及國產LLM（如DeepSeek、Qwen）的遷移和拓展。 本書亮點：LangChain實戰，深入解析LangChain各模塊，教你如何高效集成LLM，構建智能運維工具鏈；在線LLM與離線LLM相結合，既涵蓋基於ChatGPT的雲端AI應用，也詳細講解如何在本地部署LLaMA 3.2等開源模型，還探討DeepSeek、Qwen等國產LLM，滿足不同的安全與性能需求；RAG技術，利用外部知識庫提升LLM的準確性，從而在網絡運維中提供更精准、高效的解決方案；MCP策略，通過任務分解與多模型協作，優化複雜網絡問題的處理流程；真實案例驅動，涵蓋網絡配置生成、日誌分析、故障診斷等典型場景，提供可複現的代碼示例。無論你是希望提升運維效率的網絡工程師，還是渴望探索“AI+網絡跨界應用”的運維開發人員或 Al技術愛好者，本書都將為你打開一扇通往AlOps的大門，並通過理論與實踐的結合，讓你快速掌握LLM技術，將其轉化為實際生產力!

Stability AI官方合作夥伴從零開始教， 新手也能即學即用，最實用的AI繪圖入門指南！ 手機、平板也能用，一本成為AI生成創作者。 ※適用Google Colab & Stability Matrix環境 ＊一本書一次解決下列問題！ ‧想認識圖像生成AI ‧想生成自己專屬的圖像 ‧想用AI輔助一部分工作 ‧想親自確認AI的實用性 ‧想學習實際的應用例與注意點 圖像生成模型「Stable Diffusion」存在許多不同的版本。本書將主要介紹如何使用「Stable Diffusion XL」(SDXL) 和「AUTOMATIC1111/Stable Diffusion WebUI」(v1.8.0) 進行數位插畫製作。 本書並非為精通GPU、Python和機器學習相關技術的人士所撰寫，也不以需要高額設備投資，而更重視「學習更基礎的知識、技能和表現技術，使讀者掌握能長久應用的技能」。編寫團隊以實用且能穩定獲得的成果為依據，並以清楚說明容易出錯的地方以及提升繪圖品質的「訣竅」作為本書的編寫方針。 將會以SDXL和Google Colaboratory（Colab）這個無需使用GPU，即便是新手和一般使用者也能輕鬆使用的標準環境為中心來進行解說。只要擁有Google帳戶，任何人都能使用這個環境，再加上AICU公司開發和翻譯的便捷腳本，就能以最少的先備知識和環境建置技能，舒適地體驗圖像生成AI。 此外，即使是完全沒有程式設計知識的人，也能學到如何自行修改腳本，打造屬於自己的舒適創作環境。