Python machine learning

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

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 Fuecoco, the fun Fire Croc Pokémon! Learn all about Roy and his partner Pokémon, Fuecoco, in this fun Level 1 Reader. Including simple sentence structures, basic vocabulary and high frequency phonics, this story book is accessible to young readers who are learning to read independently. Also look out for these other Pokémon readers, featuring characters from the new Horizons TV series: Pokémon Young Readers Level 1: Meet Sprigatito [9780008743130]Pokémon Young Readers Level 1: Meet Quaxly [9780008743178]Pokémon Young Readers Level 2: Fuecoco the Berry Thief [9780008616762]Pokémon Young Readers Level 2: Adventure on the Horizon [9780008680817]Pokémon Young Readers Level 2: Special Training with Captain Pikachu [9780008743185]Pokémon Young Readers Level 2: We Can Do It, Quaxly [9780008743192]Pokémon Young Readers Level 3: Rivals in the Dark of Night [9780008743147]Pokémon Young Readers Level 3: Roar of the Black Rayquaza [9780008743161]Pokémon Young Readers Level 3: A Challenge from

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

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。

Minecraft暢銷作者全新力作，遊戲與閱讀完美融合結合角色扮演與互動敘事，本書打造全新閱讀體驗。讀者將化身學徒賽斯，在危機四伏的地下迷宮中冒險，透過選擇與骰子決定故事走向。融合遊戲機制與奇幻情節，不僅提升閱讀參與感，也讓每一次翻頁都充滿未知與驚喜，是進入RPG世界的最佳入門之作。Adventure awaits in this middle-grade fantasy series that invites young readers to step into the shoes of of the story's hero! Combining elements of table-top roleplaying and pick-your-poison storytelling, a roll of the dice determines whether you'll score a legendary win...or an epic fail. Set in a classic high-fantasy setting, Seth is last-surviving apprentice of the great wizard Bristleboor. One day, Bristleboor sends Seth on a mission to find an elusive flower that grows in the tunnels under the castle they live in. Aided by an imprisoned imp named Calivore, Seth traverses the tunnels and comes upon monsters to fight and puzzles to solve while learning secrets about himself...and his master. By the end, he and the reader will need to make choices about where and with whom their loyalties lie and what kind of hero they want to become. In this

☆★暢銷再上市★☆►有資料就有矩陣，有矩陣就有向量，有向量就有幾何，有幾何就有空間►從資料一路提升到張量的所有數學基礎►將數學視為思想、工具、語言、體系、基石、藝術的角度進行學習►分為向量、矩陣、向量空間、矩陣分解、微積分、空間幾何、資料►所有機器學習、深度學習最重要的基礎數學概念►不再亂猜，寫機器學習程式碼時，每行指令背後代表的數學基礎►學矩陣就是學AI，從此看到AI程式碼完全無負擔AI熱潮來臨，每個人都很怕直接被機器取代，不管文科理科背景的人，每個人都想搭上AI快車飛速到達未來。然而你的第一關就是數學。數學是宇宙的共同語言，也是人類意志極緻的展現。數學從數字開始進入高維之後，向量、矩陣、張量將整個人類文明帶入新的境界，也將我們的世界從點線面體推向無法視覺化的高維空間，而針對空間的運算，更是所有科學的重要基礎。空間幾何這門完全和生活知識抽離的學科，看似是和向量打交道而已，但卻是整個世界運行的基礎，近年AI興起，機器學習及深度學習成為熱門行業，當你想要學習TensorFlow時，面對的第一個觀念就是張量(Tensor)。這些名詞讓你感到陌生又不是完全不認識時，就是重拾矩陣的時候了。本書利用最小的成本，幫你把這個又陌生又熟悉的老朋友重新交往。作者從最簡單的加法開始說明，一直到機器學習中的梯度、偏導數、積分、矩陣、線性代數，從小學到研究所所學的數學，一一在適當的章節出現，當你讀到某個章節時，會發現「啊！原來如此，這就是奇異值分解在機器學習的原理啊！」，有一種豁然開朗的感覺，相信這種驚喜在全書中會不斷出現。ChatGPT出來之後，AI已經光速啟動，有志加入這個行業，也只能快速跟上，而這本書，正是你進入的最佳助手，與其繼續逃避直到被淘汰，不如就花一點時間，把這本本來就不難的書看完，補上你個人AI志業的最重要一塊拼圖。全書分為以下幾個部分：向量：從資料、矩陣、向量、幾何、空間開始談起，包括向量運算，範數等基本定理。接下來談到矩陣，把矩陣所有的性質(四則運算、表格、秩等)說明清楚，更有重要的內外積等。第三部分談的是向量，包括座標系、各種變換、維度、行列視，投影、正交、基等性質。第四部分談的是矩陣分解，實作了包括LU、Cholesky、QR，特徵/奇異值分解。第五部分就是談到空間的微積分，如多元函式、偏導、梯度、方向微分、泰勒展開等。也說明了拉格朗日乘子等。第六部分說明了空間幾何

★榮獲第62屆小學館漫畫獎、第20屆日本文化廳媒體藝術祭漫畫部門大獎、2016漫畫大獎第三名殊榮的爵士音樂神作★☆劇場版動畫全臺熱血獻映☆★各界樂手、音樂家、教育家激推盛讚「最能激勵新手愛上音樂的漫畫」★☆專業音樂媒體「爵式WiJazz」監修☆身為音樂人，《BLUE GIANT》是你絕對不可錯過的爵士音樂神作，不是音樂人，《BLUE GIANT》會讓你想踏入音樂的世界──離開奧勒岡州波特蘭的大，再度見到了之前搭過便車的傑森。大讓做事隨便又自由奔放的傑森擔任臨時經紀人，一起前往大城市舊金山。在那裡，他遇到了一位年輕的中國鼓手，這位鼓手哀嘆道爵士樂界存在著一道無形的牆。大將會在舊金山這座多元化的城市中扮演什麼角色、展現什麼演出？─┤各界音樂家、教育家熱情推薦├─吳俊良｜彰化愛樂室內樂團團長林義凱｜大村國小合唱團指揮 魏相英｜倫敦大學音樂教育碩士莊凱圍｜單簧管演奏家葉庭均｜樂壇新生代爵士鼓手Go Go Machine Orchestra ｜金音獎最佳現場演出獎入圍樂團

Meet Sprigatito, the cheeky Grass Cat Pokémon! Learn all about Liko and her partner Pokémon, Sprigatito, in this fun Level 1 Reader. Including simple sentence structures, basic vocabulary and high frequency phonics, this story book is accessible to young readers who are learning to read independently.Also look out for these other Pokémon readers, featuring characters from the new Horizons TV series: Pokémon Young Readers Level 1: Meet Sprigatito [9780008743130]Pokémon Young Readers Level 1: Meet Quaxly [9780008743178]Pokémon Young Readers Level 2: Fuecoco the Berry Thief [9780008616762]Pokémon Young Readers Level 2: Adventure on the Horizon [9780008680817]Pokémon Young Readers Level 2: Special Training with Captain Pikachu [9780008743185]Pokémon Young Readers Level 2: We Can Do It, Quaxly [9780008743192]Pokémon Young Readers Level 3: Rivals in the Dark of Night [9780008743147]Pokémon Young Readers Level 3: Roar of the Black Rayquaza [9780008743161]Pokémon Young Readers Level 3: A Chall

不要再問『為什麼 ChatGPT 可以？』，你寫的程式也可以！開發生成式 AI 應用程式時總是在想『為什麼 ChatGPT 有這個功能？』，現在你也可以。本書帶你學會 OpenAI API 關鍵元素，達到跟 ChatGPT 類似的功能。｜用 Realtime API 提供進階語音模式｜開發直接語音交談，隨時插話的應用，再加上其他章節介紹的 function calling 與 MCP 等，實現真正出一張嘴、連打字都不用就可以操控的應用程式。書中會帶你實踐桌面版與網頁版的語音交談程式，各種情境都能派上用場。｜透過 MCP 介接全世界｜MCP 雖然不是 OpenAI API 的一部分，但卻可以接上各式各樣的輸入與控制功能，本書會教你設計可分享功能給他人使用的 MCP 伺服器，也會實作具備 MCP 用戶端的主控程式，介接你自己或別人提供的 MCP 伺服器幫模型長出感官與手腳。｜用 Responses API＋內建工具快速實作 RAG 應用｜Responses API 可以使用多種內建工具，搜尋網路、文字生圖、撰寫並執行 Python 程式碼都難不倒它，還可以檢索檔案，提供檢索片段內容幫模型增長知識，快速設計 RAG 應用。｜可運作多 agent 的 Agnets SDK｜實現讓程式自主決策並執行任務、達成代理人（agent）的理想，Agents SDK 還可以協調多個 agent 彼此合作，把任務交棒給最合適的 agent 處理。｜運用推理模型解決複雜數理問題｜透過 API 使用推理模型，還可以像是 ChatGPT 那樣呈現推理過程，不再需要撰寫複雜的提示內容或是指示，就可以解決數理或是邏輯問題。｜深度瞭解 function calling 機制｜不論是 Agents SDK 還是 MCP，底層的運作關鍵就是 function calling，你不一定會直接使用它，但瞭解它卻是延伸模型能力的必備基礎。｜直指核心設計的範例｜學習 API 當然可以直接看官方文件與範例，不過官方範例有時候因為想要有漂亮的 UI 呈現等原因，採用了你不一定熟悉的框架，使得範例本身摻雜太多非必要的元素，混淆了真正的關鍵主題，在設計範例時我們就特意保留最精簡的架構，高度聚焦提升成效。｜能踩的雷我們都先幫你踩過一遍｜使用 API 光看文件是一回事，實際測試又是一回事，尤其像是 MCP 要介接其他人提供

開啟AI時代，成就數據超能力！── 從生成式AI到數據驅動決策，全面進化你的職場實力。當世界被 ChatGPT、Google Gemini、Claude AI、Grok、DeepSeek 等生成式AI顛覆，當數據成為每一個決策、每一次創新的燃料！你，準備好用什麼能力迎戰未來？本書由科技實務專家編著，結合多年第一線教學經驗與產業觀察，帶領你系統化學習：? 提示工程（Prompt Engineering）──學會設計「能聽懂人話」的AI指令，精準駕馭生成結果。? 數據採樣與清理──運用Python、Pandas、Requests、BeautifulSoup、Selenium等工具，快速掌握乾淨且有價值的資料。? RAG（檢索增強生成）實戰──從理論到實作，建立能自主學習的智慧系統，整合 Hugging Face 資源。? 流程自動化與排程──讓你的數據收集與模型調用不再靠手動，效率翻倍提升。? 多元開發環境──從Google Colab雲端作業到Anaconda本地部署，甚至VSCode高效開發，一網打盡。不只是工具操作，更是一次次解構真實場景的訓練：政府開放資料、電商平台趨勢分析、醫療資料探勘…在每個場景中精煉技術、磨練思維。這是一本真正實務導向的書。適合所有希望在數位轉型時代，掌握未來主導權的你──學生、研究者、工程師、稽核、智財專家，或者，渴望蛻變、再出發的職場人。跟著本書，讓你從「使用AI的人」進化成「駕馭AI的人」。【專業推薦】國立中正大學成人及繼續教育學系教授、教育部樂齡學習總輔導團計劃主持人──魏惠娟明安國際集團董事長室內部稽核、資深內部稽核專責人員──張景評錸成科技有限公司執行長──?春愛聖橋國際專利商標事務所執行長──楊仁豪伽碩企業有限公司執行長──郭明洽元大銀行系統開發部專業副理──陳尚瑋

A complete self-study English language course for advanced learnersEnglish for Everyone Course Book Level 4 Advanced guarantees an engaging and entertaining experience for adults already accomplished at learning English as a foreign language.This advanced course targets experienced English speakers looking to hone their existing skills. Learn English at the highest level by reinforcing key language skills, grammar rules, and vocabulary with listening, speaking, reading, and writing exercises. At this level the content is more challenging, covering subjects such as family life, business, and news and media.English for Everyone Course Book Level 4 Advanced covers the major global English-language exams, including TOEFL and IELTS. This book is part of DK's best-selling English for Everyone series, which is suitable for all levels of English language learners and provides the perfect reading companion for study, exams, work, or travel.With audio material available on the accompanying websi

從萊特兄弟的飛行夢，到愛迪生的燈泡實驗，本書用漫畫方式講述科學史上重要發明的誕生故事，還介紹了幾位令人驚艷的兒童發明家。每則故事都帶出創新背後的努力與挑戰，讓孩子理解失敗與嘗試同樣是通往成功的關鍵一環。由 Paul Mason 撰文、Jess Bradley 插畫，並由資深科學教育者 Peter Riley 審訂，內容兼顧知識性與趣味性。書中另設有重點解析頁，幫助讀者更深入了解發明原理與科學概念。An entertaining collection of comic strip stories uncovering the stories around some incredible inventions. Discover how the Wright Brothers got into flying planes, the science behind the lightbulb, some incredible child inventors and 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, science educator Peter Riley.Comic Strip Science Adventure

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

Created by a teacher, Bob Books have been helping children learn to read for more than forty years! This set gives children who are just beginning to read practice with their early phonics skills, setting them up for success on their reading journeys!With playful stories, silly illustrations, and a phonics approach based on Science of Reading research, Bob Books keep young readers'' confidence high, leading to continued success and a love of reading. Your child will soon join the millions of happy kids who say, "I read the whole book!"®Science of Reading research proves that mastering phonics is key to a child''s success in learning to read. Like all Stage 1 Bob Books, these 12 storybooks feature simple words with consistent short vowel sounds. Early readers get lots of practice with foundational phonics skills while giggling at the playful stories and pictures!This set is perfect for children who have never read Bob Books, or for children who have read Bob Books Beginning Readers or B

From a bestselling and award-winning team comes a moving, gorgeously illustrated picture-book biography of one of the greatest cellists of all time, Yo-Yo Ma, and his lifelong passion for using music to unite people in harmony and joy "I've been asking myself all my life, 'What is the purpose of music?'" -Yo-Yo Ma At a young age, Yo-Yo Ma discovered a remarkable gift for the cello, playing Bach from memory by age four. His technique was far beyond his years, but even as he grew and became a world-class musician--studying at Juilliard, performing at Carnegie Hall at a young age, even playing on television before the president of the United States--he wanted to use his gift for something deeper, something bigger. As he asked question after question, trying to understand his place in the world, he discovered something that every culture has in common: music. Ma decided that he would spend his life not only performing for others, but learning from other cultures' musical traditions and fin

在《The Sailor Cipher》的高潮之後，Sailor York 的任務迎來驚心動魄的結局。這次，她與 Explorer Academy 的夥伴組成「Vela Squad」，要阻止非法動物走私組織 Hydrus 使用高科技裝置捕捉動物。Sailor 必須學會駕馭自己與動物溝通的神祕能力，才能解救失蹤的姊姊 Keel。故事跨越全球場景，融合暗號解碼、動物知識與最新科技想像，節奏緊湊卻不失情感。此為 Explorer Academy 原系列的延伸雙部曲之一，由 National Geographic 出版，適合喜愛動物、冒險與 STEAM 主題的讀者。The thrilling conclusion to Sailor York’s mission to find her sister and save her from an evil wildlife-trafficking ring.In this suspenseful sequel to The Sailor Cipher, Sailor York must learn to control her extraordinary ability to communicate with animals to save her sister—and the planet.The deadly animal-smuggling ring Hydrus is at it again: They’ve created a high-tech device that lures animals to be captured and sold. Sailor and her Explorer Academy friends Lani, Cruz, and Emmett—aka the Vela Squad—are determined to stop Hydrus at any cost. Their secret weapon? Sailor’s mysterious powers, which she is still learning how to use, all the while juggling their most challenging semester at Explorer Academy ye

⛧⛦ 一本搞定 LLM 看圖說故事與即時影像分析 ⛦⛧⛧⛦ 十款熱門模型實際解決生活中 AI Vision 問題 ⛦⛧⛧⛦ 用「自己的」資料集在本地端訓練 YOLO 模型 ⛦⛧⛧⛦ 無痛設計 Web 互動介面，輕鬆部署 AI 模型 ⛦⛧『AI Vision × LLM』劃開多模態應用的新時代從輸入文字生成圖片，到上傳照片讓 LLM 看圖說故事，AI 電腦視覺技術結合 LLM 的多模態應用正席捲全球。但這些令人驚豔的應用背後，其實倚賴多項核心技術——包含物體偵測、人臉辨識、情緒與年齡分析、或是影像文字識別，以及對於文字的理解與生成，這才賦予 AI 真正「看懂」影像內容的能力。實際解決現實生活中的 AI Vision 問題帶領讀者以多款熱門模型如 YOLO、OpenCV DNN、MediaPipe、CVZone 3D、DeepFace、Dlib、LiteRT、EasyOCR，打造刷臉門禁系統、即時口罩偵測、微笑自拍、手勢操控投影片、AI 健身教練、車牌辨識、結帳櫃台人流與高速公路車流分析等多項實用專案，讓讀者親身體驗 AI Vision 在真實場景中的應用價值。不僅會用，還能自行訓練專屬 AI 模型讓你不只會活用現成的模型，還能自己動手標註資料並訓練屬於你的 YOLO 模型。並且透過 Streamlit 設計 Web 互動介面，將訓練成果部署為具備即時偵測與辨識功能的 Web 應用程式，實現從標註資料、模型訓練到應用上線的完整流程。親手打造多模態 AI 應用，收穫滿滿成就感整合前述 AI Vision 技術與大型語言模型（LLM），或運用 Ollama 的多模態工具 Llama-Vision，再搭配 Streamlit，即可實作出讓 LLM 分析影像內容或情境的 Web 智慧應用，例如路況分析或圖片描述，讓 AI 真正具備視覺理解與語意回應的能力。零基礎也能無痛入門本書主打「從做中學」的實作導向，即使沒有深厚的理論基礎，也能快速掌握 Python 的 AI 模型與實用套件。至於不熟悉的語法、函式用法、AI 模型原理，或是特定功能的程式碼編寫與修改，則交由 ChatGPT 給予我們即時協助，讓學習更有效率。無論你是 AI 初學者還是開發者，本書都能帶你輕鬆入門、快速上手，從零開始打造專屬的 AI 專案，成為 AI Vision × LLM 的超酷玩家！🎉本書特色: ➢

這是屬於一位媽媽的故事，關於自我追尋，也關於陪伴與愛。如果你也曾在某個瞬間懷疑過自己、想重新出發，或渴望與至親共走一段不同以往的路，這本書，或許能為你點亮一盞溫柔的燈。What if life gave you more than one first chance?At 52, I packed up my dreams and left everything familiar behind, setting out for a new life of study abroad. This journey wasn’t about chasing titles or ticking off achievements — it was about answering a quiet call from within: to love more bravely, to live more fully.This is the story of a mother learning to stand beside her daughter — and herself — with deeper compassion. If you’ve ever longed to start again, doubted your own courage, or simply needed a reminder that dreams don’t expire with age, this book was written for you.Step into my journey — and perhaps, into a braver version of your own.Cinnie是個看不出年紀的神秘女人，身上同時具備天真好奇與世故洞察兩個相反特質，有種把世界當成大遊樂場的開放心態，造就這本獨一無二的作品。讀者可以把本書當成求學遊記，你會看到她們在異國文化差異裡苦中作樂，也會看到她們在孤單環境中的堅韌和努力，細品她們對待每一縷溫暖善意的感恩，更會看到一位媽媽對孩子最深刻、最廣袤、無邊無際的永恆親情。這是一本為了女兒才存在的書，而我們何其有幸，得以透過Cinnie的細膩觀察和溫柔文字，一起進入這個讓人跟著劇情心情起伏跌宕，又哭又笑的幸福時空中。——鄧心彤（耕己出版總編輯）

Babies and toddlers will be endlessly engaged with the pages of My Busy Day, where they can follow an adorable child from wake-up time to bedtime, searching for hidden items on every page!Each new spread in this Look & Find, Clever Baby book showcases a different part of a busy day in the life of a relatable young child. This book covers everything from brushing your teeth and eating meals to playing and getting ready for bedtime! Readers can learn the names of various objects by checking out the ""Look & Find"" column on each page, which features four labeled items to find in the big picture. With this engaging book, little ones will have a blast finding food, household items, toys, and more while learning their names!*Labels accompanying simple pictures help expand babies’ vocabulary*Bold, colorful illustrations hold babies’ attention*The daily routine theme helps children learn healthy habitsOther Look & Find, Clever Baby titles include Outdoor Fun, Our Animal Friends, a

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

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

Giggle along with Matty and Mo inThe Lost Teddy, afunny story for toddlersabout learning to play together. Withflaps, awheeland afold-out heartending.Meet Matty and Mo – puppy siblings, and best friends too! Inspired byrelatable, real-life family experiences, each story follows Matty and her little brother Mo as they navigate the ups and downs ofpreschool life, and learn how to get along. Sometimes being little can be tricky . . . but it always ends in giggles!InThe Lost Teddy, Matty and Mo are playing rainy day picnics inside with all their toys. Matty is a bit sad when she can’t find her favourite teddy, but luckily Mo has a useful new bag for taking on important missions. So off they set . . .Toddlers will love playing along with thisinteractiveboard book. With asimple storyto keep little ones engaged,adorable illustrationsfrom Rosalind Beardshaw, and agentle lessonabout being helpful and playing together. Plus a free audio

3rd grade reading booksSupport your child's reading journey with the Spectrum Grade 3 Reading Workbook!Spectrum reading 3rd grade workbooks are a great way for your child to learn reading skills through a variety of activities that are both fun AND educational! Why You'll Love This Reading Comprehension 3rd Grade WorkbookEngaging and educational reading passages and activities. Nonfiction and fiction passages with activities to identify main idea and story structure help inspire learning into your child's classroom or homeschool curriculum.Helping your child along the way. Lesson reviews test your child's knowledge before moving on to new and exciting lessons. Parent support pages are included at the beginning of each chapter with helpful definitions, tools and tips, and a skills list to provide a spectrum of support for your leaner. An answer key is included in the back of the workbook to track your child's progress and accuracy. Practically sized for every activity. The 192-page read

本書是一本立足本科生水平的電動力學教材，主要闡述電磁場理論，分析各個實 驗定律，從中總結出電磁場的普遍規律，建立麥克斯韋方程組和洛倫茲力公式，討論 恆定電磁場問題，說明一些恆定場的基本性質和求解電場、磁場問題的一些基本方法， 討論電磁波的傳播與輻射，介紹一般情況下勢的概念和輻射電磁場的計算方法，最後 將電動力學的參考系引入相對論時空觀，導出電磁場量在不同參考系間的變換，並且 說明相對論力學的基本概念。本書注重把現代物理前沿引入教學，把電動力學問題擴 展到多個前沿的研究領域，如固體物理、天體物理、核物理、計算物理等。 本書涵蓋我國高校物理學專業電動力學課程的基本內容，可作為高等學校物理學 相關專業低年級學生學習電動力學課程的教材或參考書，也可作為電子、材料、通信 等專業高年級學生的教學參考書。This is a Simplified Chinese Translation of the following title published by Cambridge University Press: Introduction to Electrodynamics, Fourth edition, 9781108420419 . Cambridge University Press 2017 This Simplified Chinese Translation for the People’s Republic of China (excluding Hong Kong, Macau and Taiwan) is published by arrangement with the Press Syndicate of the University of Cambridge, Cambridge, United Kingdom. . China Machine Press 2025 This Simplified Chinese Translation is authorized for sale in the People’s Republic of China (excl

Penny覺得日子總算穩定下來了，但搬家、新生兒和班上的舞台劇讓她再次陷入不安。幸好，有好朋友、有可愛的Cosmo狗狗，還有畫畫幫她釐清情緒。這本書用真實的語氣寫出小學生的煩惱與轉變，也讓孩子知道，焦慮並不可怕，只要慢慢學，就能一步步前進。The second book in the humorous, heartfelt, highly illustrated series about a girl who doodles to cope with her anxiety, from #1 New York Times bestselling author Sara Shepard. Now in paperback!Halfway through the fifth grade, Penny Lowry is discovering that things are actually going . . . okay! With her friends Maria, Kristian, and Rocco on her side, and her lovable dog Cosmo, she can make it through anything. And when her anxiety comes back, there's always her doodling, or talking to Mrs. Hines, the Feelings Teacher. But big change is around the corner: Penny's family is moving to a new house, her mom is about to give birth to twins, and most stressful of all, she's been tapped for a role in her class play! Rolling with life's surprises isn't Penny's strength. But she's learning . . . one doodle at a time!"Readers will feel seen and validated . . . A helpful story a

體貼初學者學習Azure AI服務的流程!Azure AI服務功能介紹 > Azure AI服務申請 > 語法解說 > AI範例實作■ 專家與教師共同執筆由微軟AI + Developer 雙領域 MVP與科技大學教師共同編著，針對初學者學習Azure AI領域所應具備的基本素養，所編寫入門教材，內容由淺入深，以引發學習動機為最主要考量，帶領初學者靈活運用Azure AI與Azure OpenAI進行開發AI應用程式。■ 內容多元且淺顯易懂對Azure AI服務的理論做深入淺出的說明，同時廣泛列舉相關應用實例，並使用適當的插圖和圖表，說明Azure AI技術的原理和實際運作方案，讓初學者對Azure AI有更進一步的認識。■ Azure AI服務開發技能介紹實用的入門開發實作，以培養初學者規劃AI解決方案的能力。實作包含：電腦視覺、OCR光學字元辨識、自訂視覺、臉部偵測與分析、文字分析、問題解答知識庫、翻譯、語音合成以及機器學習分類、迴歸和叢集模型的實作範例，並介紹目前最火紅的Azure OpenAI生成式AI開發聊天機器人與AI繪圖程式；詳盡說明實作的程式碼與操作步驟，培養初學者開發AI應用程式的能力。■ Microsoft AI-900人工智慧基礎國際認證能力訓練將認證考試重點融入書中，讀者能藉由練習來了解該章內容重點，同時書末彙整MCF AI-900核心能力國際認證模擬試題，是考取MCF AI-900人工智慧基礎國際認證的最佳教材。

最愛說故事給孩子聽的創作雙人組　賴曉妍ｘ賴馬　聯手推出 創意圖像讀本【山雨小學】系列打破制式學習框架，讓每個與眾不同的孩子，跟著經典繪本角色快樂上學去！提升情緒力、知識力、圖文閱讀理解力！延續社會情緒學習SEL的核心精神，繼續開展新主題，顛覆「考試」的概念：考試沒有一定的考法，分數也沒有絕對的標準，從遊戲般的情節中玩出多元價值。考試是什麼？山雨小學創校850年來第一次發生…….生氣王子火力全開，決心拿第一，阿古力以為勤能補拙，卻把課本都烤焦！愛哭公主崩潰大哭三天，終於接受事實。健康課的考題可以吃嗎？古怪語竟然能用來吟詩？數學好，就能算出總共有幾顆烤肉丸嗎？山雨小學期中考，超乎你的想像！山雨小學期中考考試科目：第一堂：大熊老師的健康課考試第二堂：古怪語老師的古怪語考試第三堂：樹懶小姐的數學課考試第四堂：怪博士的自然課考試 第五堂：巧克力教練的游泳課考試 第六堂：慌張先生的話劇課考試★☆★山雨小學招生中★☆★你是哪一種小朋友？特別愛哭的、特別愛生氣的、特別會噴火的、特別會游泳的、特別會讀書的、特別乖的，還是特別古怪的？這裡歡迎每一個「特別」的孩子，校長說了，有哪個孩子不是特別的呢？！ALL are welcome!【山雨小學】系列特色：1.經典繪本角色攜手共創新故事--愛哭公主+生氣王子+噴火龍阿古力大集合！2.不一樣的學校，擁抱多元價值--在這裡，什麼學生／老師都有！發生什麼事都不奇怪！3.結合最新閱讀趨勢，不只讀文字，也讀圖像，全面提升閱讀理解力4.融合SEL（Social and Emotional Learning, 社會情緒學習）理念，跟角色一起培養各種情緒力關於內容=>結合社會情緒學習（SEL, Social and Emotional Learning），提升情緒力！●練習「自我覺察」、「自我管理」—當公主王子與怪獸不再是眾人的目光焦點時，該如何自處？●學會「社會覺察」—愛哭公主與阿古力能同理並察覺彼此的心情●觀察其他同學如何互動、如何表達內心感受，即「溝通技巧」關於形式=>結合最新閱讀趨勢，安排多重圖文敘事，提升圖文閱讀理解力、知識力！●圖文故事：多元類型的敘事＝幻想童話＋故事圖解＋分格漫畫●PLUS遊戲： 進入故事情境一起玩●PLUS知識：生活小知識「山雨小學」QA時間：Q1：要進入這所學校有什麼必要條件？Ａ：山雨小學是古怪國國王特許的實驗

A fun pop-up and flaps board book that introduces curious preschoolers to the lifecycle of a dandelionEnjoy watching a flower grow in the meadow, and find exciting pop-up plants and animals hiding under flaps in this delightful book for little ones.Watch a tiny seed land in the ground and grow into a beautiful flower. Then, watch as the bright yellow petals turn into a fluffy dandelion clock whose seeds get blown away in the breeze ready to be planted again. Look under leaves and peer between petals to discover the plants and creatures hiding there.Babies and toddlers will love lifting big flaps to find five peekaboo surprises popping up from the pages: worms wriggling under the ground, leaves growing from seeds, bright yellow dandelions bursting into flower, butterflies fluttering from flower to flower, and a dandelion clock blowing away in the breeze.The lively, read-aloud rhymes encourage literacy and early learning, while the beautifully illustrated pop-up scenes will surprise and

桑妮．派克最愛住在德瑪花園公寓，那裡不僅是家，也是她與鄰居們共同生活、互相扶持的社區。她從未覺得這樣的住處有什麼不同，直到市政府提出興建新平價住宅，卻遭到富裕社區居民強烈反對，讓她第一次體會到「低收入」原來會被看不起。爸爸要她安分低調，但看著鄰居們受到輕視與誤解，桑妮決定挺身而出，為自己與這群可愛的人發聲。這是一部節奏明快、幽默中帶有真誠情感的成長故事，描寫一位女孩如何在偏見與社會壓力中，勇敢為正義與歸屬感奮戰，也讓人重新思考什麼才是「家」的真正意義。A determined girl spends the summer before middle school learning to stand up for her low-income community in this funny, fast-paced read just right for fans of Kelly Yang's Front Desk. Sunny Parker loves the Del Mar Garden Apartments, the affordable housing complex where she lives. And she especially loves her neighbors. From her best friend, Haley Michaels, to Mrs. Garcia and her two kids--developmentally disabled son AJ and bitter but big-hearted daughter Izzy--every resident has a story and a special place in Sunny's heart. Sunny never thought living at the Del Mar Garden Apartments made her different--until the city proposes turning an old, abandoned school into a new affordable housing complex and the backlash of her affluent neighborhood teaches Sunny the

本書以漫畫形式呈現恐龍發現的關鍵歷史與趣聞：從瑪麗‧安寧在海岸撿到的第一塊化石，到美國古生物學家間轟轟烈烈的「化石大戰」，甚至還有恐龍「Sue」名字的由來。由 Paul Mason 編寫、Jess Bradley 繪圖，內容充滿趣味，卻也具備科學深度，並由古生物學家 Dr Dave Hone 擔任顧問審定。除了漫畫劇情，每章節還設有專題頁，補充恐龍與化石研究的核心知識，讓孩子在笑聲中學會觀察與批判性思考。適合7歲以上對恐龍好奇的孩子閱讀。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 o

本書以趣味十足的漫畫形式，介紹人類探索太空的精采歷程，從登月任務到火星探測車、從太空生活的小插曲到發現意外現象的瞬間，每一則都令人會心一笑又忍不住想一探究竟。由科普作家 Paul Mason 撰文、Jess Bradley 繪圖，配合英國國家太空中心專家審訂，內容兼具科學性與娛樂性。書中不僅用漫畫吸引讀者，也穿插主題延伸頁，深入解釋相關知識，讓孩子了解太空探索背後的挑戰與錯誤帶來的學習。適合7歲以上孩子，也很適合作為自然科學課外補充。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 consulant, Sophie Allan of the National Space Centre.Comic

《文學小史》帶領讀者踏上一段穿越古今的閱讀之旅，從史詩《吉爾伽美什》、莎士比亞戲劇，到當代小說與圖像文學，探索文學如何反映文化、權力與自我認同。作者約翰・薩瑟蘭以幽默、親切的筆調，介紹世界經典與被忽略的趣味文本，讓讀者重新發現文學的魅力。這是一本適合所有愛書人閱讀的入門指南，也是對文學世界的一次溫柔邀請。A vibrant guide to the world of literature, from dramatic plays to engrossing novelsLiterature has inspired every civilisation, from Greek myth to today’s graphic novels. John Sutherland, who has researched, taught and written on the entire glorious span of human literary activity, here guides readers on a journey ‘through the looking glass’ to show how literature from across the world can transport us, transfix us, and teach us about ourselves.He introduces key works, from the Epic of Gilgamesh and Shakespeare to T.S. Eliot, George Orwell and Margaret Atwood, and looks afresh at literature’s links to power, identity and taste. From the rude jokes within Anglo-Saxon riddles to the guilty pleasures of potboilers and fan fiction, this celebratory guide offers wit, humour and deep learning to all who enjoy literature, and who want to unde

●愛爾蘭劇作家 Neil Sharpson 精心打造的搞笑冷知識型繪本，讓大小讀者都會愛不釋手。●《紐約時報》暢銷插畫家、凱迪克獎得主 Dan Santat 生動繪製，每一頁都令人驚嘆！你有沒有發現，魚整天都待在水底下？搞不好牠們在那邊偷偷計畫著什麼也說不定。甚至有「一群魚」的地方竟然被叫作「學校」？牠們到底在學什麼？趕快打開這本繪本查個水落石！不過在調查的過程中請記得，無論發生什麼事，都不要相信魚！這本書由一位超級可疑的敘述者帶你一路吐槽到底，講一堆聽起來好像是真的、卻又讓人狂笑不止的「魚事實」，讀完你可能會懷疑，你家的金魚...真的只是金魚嗎？A laugh-out-loud picture book all about fish and how we absolutely must not trust them, illustrated by New York Times bestseller and Caldecott Medal-winning Dan Santat.Have you ever noticed that fish spend all of their time under water? What are they plotting down there? And did you know that a group of fish is called a ‘school’? Exactly what are they learning in these ‘schools’? We must find answers. But one thing’s for sure. Whatever you do: Don’t. Trust. Fish.Laugh along as you learn lots of fishy facts from a very suspicious narrator, who believes that there’s something more than a bit fishy about fish… Prepare to laugh, learn, and maybe even look at your pet goldfish a little differently.With deadpan humour f

這本 Numberblocks 官方活動年鑑 以孩子熟悉的角色為主角，讓數學學習變得更有趣。書中包含遊戲、謎題和漫畫故事，透過超過 70 頁的活動，引導孩子認識數字、數數順序、加減法、形狀配對與數列規律，並逐步觸及乘除概念。內容依五大學習階段設計，循序漸進，幫助孩子培養專注力與邏輯思考。漫畫風格的故事則增添親切與趣味，適合家庭共讀。這是一本能讓孩子在遊戲與故事中自然累積數學基礎的讀物，兼具啟發性與娛樂性。Official Numberblocks activity annual, based on the BAFTA-winning CBeebies show!Packed with games, puzzles and stories, this activity book offers over 70 pages of number fun! Plus, enjoy story time together with comic-style stories, inspired by the show's most popular episodes.Focussing on Numberblocks' 5 learning levels and featuring numbers up to 100, the simple activities will help young children learn how to recognise numbers, count in order, add and subtract, recognise and match shapes, understand and complete number patterns, begin to divide and multiply, and develop key maths skills ? all with the help of their Numberblock friends!?5, 4, 3, 2, 1? It's time for some number fun!