Natural Language Processing with Python

An endearing story about a girl's efforts to spot an owl from the Caldecott Medal winning creator of Wolf in the Snow. This gorgeous picture book that encourages patience and perseverance will resonate with readers of all ages who have longed to see one of these elusive creatures in the natural world. When will I find you?Where could you be?What will it take?To see an owl. Silent and wide-eyed, owls are hidden creatures of the night. Janie has always dreamed of finding one. She searches everywhere for signs of an owl - on the open prairie for short-eared owls, on the beach for snowy owls, and for great horned owls in the woods near her home. But months go by, and she sees no owls. She wonders, what will it take to see an owl? Her teacher, Mr. Koji, a fellow bird-lover, shares that he, too, waited a long time to see an owl. He assures her, "If you are very quiet and very patient, and if you look very close, you might just find them." When the snow begins to fall, Janie and her mother he

根據劍橋字典 (Cambridge Dictionary)，語言係指一連串聲音（頻率）所構成的訊息，經由接收者的大腦轉譯為有意義的指令或資料。語言可以分成兩種，分別為人類自然發展而來的自然語言 (Natural Language)，以及人類因需要開發指令或其他需要而創造的人工語言 (Constructed Language)。本書主要著重於自然語言。語言是人類生活中人際交往的工具，不僅可以用來傳達意見和表示感情，也能夠作為適應環境及解決問題時幫助思考的工具。典型的一般人（含兒童、青少年和成人）通常在自然的環境中就可以順利地獲得、產生和理解聲音、單詞、句子和慣例的規則，以便在各種社會情境中適當地使用它們。不過有些人卻會由於生物的成因（有關中樞神經系統或身體內其他系統的功能及結構問題），或者是環境的成因（如貧窮、嚴重的過敏症、耳朵重複發炎干擾到聽力、濫用聲音或強調產生說話所涉及的肌肉、忽視或虐待），而形成異常或障礙。為求有效的治療或介入，首要的任務就是實施診斷和評估，試著找出可能造成言語–語言遲緩、異常或障礙的原因，然後再計畫地進行語言治療介入，以求恢復正常的言語–語言功能。是故，筆者們特別搜羅國內外有關言語–語言障礙評估的相關文章、叢書和期刊論文，撰寫《言語–語言障礙評估：臨床篩檢與檢查》專書，藉以提供職前語言治療師培育、現場語言治療師、一般學生、家長和社會人士能夠對於言語–語言障礙評估有個概括性的認識和理解。基本上，全書分成「言語–語言障礙評估的基礎」和「異常∕障礙類型之言語–語言障礙評估」等兩大類，共計分為 11 章來探究。其中「言語–語言障礙評估的基礎」包含：第 1 章緒論（張世彗）；第 2 章要探討語言治療師服務傳遞的諮商（張世彗）；第 3 章則簡要敘述言語與語言評估之心理計量分析（張世彗）。「異常∕障礙類型之言語–語言障礙評估」則包括：第 4 章言語相關之口腔顏面部評估（陳雅資、張世彗）、第 5 章兒童及成人聽力篩檢（鄧菊秀、劉樹玉）、第 6 章兒童語言障礙之評估（邱怡婷）、第 7 章構音和音韻異常之評估（張世彗）、第 8 章自閉症類群障礙之言語和語言評估（張世彗）、第 9 章吞嚥障礙的評估（巴甫仁、吳家欣）、第 10 章運動言語障礙之評估（陳雅資），以及第 11 章語暢異常之評估（楊淑蘭）等。本書得以順利付梓，要特別感謝合記圖書出版社的大力地支

本書基於Python編程語言，以實戰為導向，主要介紹中文自然語言處理的各種理論、方法及應用案例，幫助讀者快速熟悉理論知識，理解相關技術原理，為讀者選擇自然語言處理相關的研究方向或從業領域提供參考。全書共分為三個部分：第一部分（第1～3章）是“基礎篇”，側重介紹自然語言處理的基礎知識，並在相應的知識板塊中設置實驗案例；第二部分（第4～12章）是“技術篇”，主要講解自然語言處理核心技術的原理及實現方法，以及文本分類、特徵提取、RNN等技術在自然語言處理中的應用；第三部分（第13章）是“應用篇”，主要介紹自然語言處理比較典型的應用場景。本書適合作為人工智能相關課程的教材，也可作為人工智能的普及讀物供廣大讀者自學或參考。

21世紀大學英語口語中級教程教師用書(第2版)在第1版基礎上以二十大精神和新版《大學英語教學指南》提出的“發展目標”為指導，參照《中國英語能力等級量表》中“口頭表達能力”總表的六級標準，強化教材內容的鑄魂育人功能，全面提升學生的口語表達能力和跨文化交際能力。教師用書主要內容：Education、Language、Travel、Health、Internet、Culture、Entertainment、Employment

本書以ROS 2核心原理為主線，以機器人開發實踐為重心，在詳細講解ROS 2核心概念、組件工具的基礎上，介紹ROS 2構建仿真/實物機器人系統的方法，剖析ROS 2用於視覺識別、地圖構建、自主導航等應用的方法，配有大量圖表、源碼等，幫助讀者在實現ROS 2基礎功能的同時，深入理解基於ROS 2的機器人開發方法，從而將書中的內容用於實踐。 本書採用最新穩定版本ROS 2系統和全新一代Gazebo機器人仿真平臺，讀者只需準備一台計算機，就可以快速上手學習。同時，本書介紹了實物機器人的搭建方法及相應功能的實現，書中源碼都加入了中文注釋，並針對核心內容提供C++和Python兩個版本。為方便讀者閱讀和學習本書，筆者團隊還專門創建了一個網頁，供讀者下載配套源碼、查看操作指令、學習配套視頻教程。

⛧⛦ 樹莓派 5 / 樹莓派 4 皆適用 ⛦⛧⛧⛦ 一本帶你玩翻人工智慧與物聯網 ⛦⛧『Raspberry Pi 樹莓派』是一款信用卡大小的單板迷你電腦，深受全球創客的喜愛。本書將引領你踏上創客之路，利用樹莓派建立 IoT 物聯網與 AIoT 智慧物聯網，以及親手打造遙控串流視訊車、自動避障車、物體追蹤車與 AI 自駕車。甚至讓你在樹莓派上運行 LLM 大型語言模型，並透過 Python 與 LLM 技術，以自然語言進行硬體控制。是不是已經迫不及待、躍躍欲試了呢？或許還有點擔心沒有基礎，會難以上手？請放心。本書將從樹莓派的購買、安裝與設定開始，逐步帶領你使用 Windows 電腦遠端操作樹莓派，並介紹 Linux 系統指令與伺服器架設，讓你不再畏懼終端機黑畫面的文字模式。接下來，我們將探索樹莓派的 GPIO 腳位，並透過 Python，甚至結合 ChatGPT API 和 LLM 等生成式 AI 來控制硬體。同時，本書也涵蓋如何在樹莓派上使用 Pico 開發板或 Arduino 開發板進行軟硬體整合，為你提供更多面向的選擇。更精彩的是，運用 Pi 相機模組或 Webcam 攝影機，並結合 OpenCV 電腦視覺套件與多種知名的深度學習模型，實作人臉偵測、手勢追蹤、人體姿態估計、即時物體偵測、文字偵測與車牌辨識等 AI 應用。至此，你便能輕鬆跟著我們的腳步，透過 Node-RED 物聯網開發工具和 Teachable Machine 來建立 AIoT。此外，也能透過整合超音波感測器、OpenCV 和 TensorFlow Lite，打造出自動避障車、物體追蹤車以及 AI 自駕車。無論你是創客新手或進階愛好者，本書將幫助你全面掌握樹莓派，發揮你的創意，輕鬆進行各種 AI 軟硬體整合專案！本書特色: ➢ 無需額外設備，從 Windows 電腦遠端操作樹莓派➢ 從零開始學習 Linux 系統與伺服器架設➢ 透過 Python 結合 GPIO 腳位與 ChatGPT API 或 LLM，以文字控制硬體➢ 同場加映樹莓派 Pico W 與 Arduino Uno 開發板的應用➢ 建立 Pi 相機模組或 Webcam 攝影機的網頁串流視訊➢ 搭配 OpenCV 電腦視覺套件，實作人臉、手勢、姿勢、物體、文字、車牌等偵測與辨識➢ 活用 YOLO、MediaPipe、CV

本書詳細介紹了 eBPF 核心技術及其應用。全書可分為 eBPF 基礎知識、進階應用和實際案例三大部分，覆蓋了 eBPF 的編程接口、架構及其在性能分析、安全監控和網絡協議等方面的應用。讀者將通過 C、Go 和Python 等語言學習 eBPF 編程，並掌握其在系統監控、數據分析和性能提升方面的實際技巧。本書適合不同層次的讀者，包括對操作系統或應用程序監控感興趣的學生和初學者、希望利用 eBPF 進行內核代碼調試和優化的 Linux 內核開發人員、使用 eBPF 監控系統事件和分析惡意軟件的安全工程師和逆向工程師、通過 eBPF 收集性能數據以優化軟件和系統性能的性能分析師和應用程序開發者，以及希望優化虛擬化軟件性能和管理的虛擬化開發人員。

A bittersweet story of love between two women, nested in an artful exploration of language, history, and power May 1938. The young novelist Aoyama Chizuko has sailed from her home in Nagasaki, Japan, and arrived in Taiwan. She's been invited there by the Japanese government ruling the island, though she has no interest in their official banquets or imperialist agenda. Instead, Chizuko longs to experience real island life and to taste as much of its authentic cuisine as her famously monstrous appetite can bear. Soon a Taiwanese woman--who is younger even than she is, and who shares the characters of her name--is hired as her interpreter and makes her dreams come true. The charming, erudite, meticulous Chizuru arranges Chizuko's travels all over the Land of the South and also proves to be an exceptional cook. Over scenic train rides and braised pork rice, lively banter and winter melon tea, Chizuko grows infatuated with her companion and intent on drawing her closer. But something causes

《There's a Ghost in Grandpa's Garden》透過一段祖孫間的靜靜對話，展開關於記憶與自然的細膩探索。花園裡藏著消失的水流、打翻的花盆、來自過去的小禮物，都是看不見的「幽靈」留下的痕跡。作者Kyo Maclear用溫柔文字搭配Katty Maurey清新的畫面，帶領孩子學會觀察、傾聽與想像，從花園的一草一木中，看見時間與故事悄然流轉。The 2024 New York Times / New York Public Library Best Illustrated Children's BooksA gentle, probing picture book from award-winning author Kyo Maclear and celebrated illustrator Katty Maurey about the special relationship between a grandfather and his grandson, and the many traces, memories, and even ghosts with which we live There's a ghost in Grandpa's garden. It leaves tracks by the path where there was once a cool, dark stream. It makes mischief by knocking over flowerpots. And sometimes, it leaves behind a gift perfect for a curious boy in the form of little treasures from times gone by. The boy who is the narrator of this picture book loves spending time with his grandpa in the garden, enjoying the natural world, listening to memories of how things used to be, and making up stories about the friendly

In this latest book in the acclaimed Over and Under series, a spectacular hike reveals the hidden wonders, rich colors, and layers of wildlife living within a thriving desert slot-canyon. Over and Under the Canyon takes young readers on a thrilling tour of a desert canyon ecosystem. Over the canyon, the sun scalds the air, baking desert mud to stone. But under the shade of the cliffs hides another world, where bighorn sheep bound from rock to rock on the hillside, roadrunners make their nests in sturdy cacti, and banded geckos tuck themselves into the shelter of the sand. Discover the wonders concealed in the curves of the canyon, the magic of a desert wildflower bloom, and all the unexpected creatures that bring the desert to life. DISCOVER AMAZING ANIMALS: Kids are endlessly curious about the natural world and the wildly varied animals living in it--and the desert is FULL of amazing and surprising animals! CAPTIVATING NONFICTION: Like its predecessors, this latest offering in the Ove

The One Year Bible--discover one year Bible reading made simple and achievable!Millions of people have benefited from reading through God's entire Word by using The One Year Bible. Now available in The Message Translation! This bestselling reading Bible divides the text into 365 sections, so you can read through the entire Bible in one unforgettable year--in as little as 15 minutes a day.Convenience No other "through the Bible" plan presents the entire Bible in such a user-friendly format. Start any day of the year!The Message Translation The Message is a reading Bible that uses contemporary language translated from the original Greek and Hebrew Scriptures by scholar, pastor, author, and poet Eugene Peterson. Thoroughly reviewed and approved by twenty biblical scholars, The Message combines the authority of God's Word with the cadence and energy of conversational English.Unique Design Each 15-minute daily reading includes a portion from the Old Testament, the New Testament, Psalms, and

形影不離的大白鵝與小女孩，演繹朋友間最窩心的陪伴！小朋友，如果你的身邊沒有了朋友的陪伴，會覺得孤單寂寞嗎？不要緊，就讓白鵝小菇和蘇菲來陪伴你吧！本系列共6冊，講述小女孩蘇菲與小菇的相遇和生活點滴。故事情節富有幽默感，當中小女孩與小菇展現出朋友間的陪伴、分享和鼓勵，這段刻骨銘心的友誼定能感動小讀者的内心世界。When Sophie meets Goose on a trip to the park, they soon become inseparable!Goose is a series of 6 enchanting story books about an unusual and heart-warming friendship. With concise text and colourful illustrations,this series is stimulating for babies,engaging for toddlers and a great read along book for up to six years.Read with Sophie and Goose to:*build language skills*spark a love of reading*boost social-emotional learning本系列屬「新雅點讀樂園」產品之一，若配備新雅點讀筆，爸媽和孩子可以使用全書的點讀和錄音功能，聆聽粵語朗讀故事、粵語講故事、普通話朗讀故事和英語朗讀故事，並可錄下爸媽和孩子的聲音來說故事，增添親子閱讀的趣味！想了解更多新雅的點讀產品，請瀏覽新雅網頁(www.sunya.com.hk)

形影不離的大白鵝與小女孩，演繹朋友間最窩心的陪伴！小朋友，第一天上學的情況，你還記得嗎？你會緊張嗎？如果白鵝小菇陪你上學，你猜會發生什麽事？本系列共6冊，講述小女孩蘇菲與小菇的相遇和生活點滴。故事情節富有幽默感，當中小女孩與小菇展現出朋友間的陪伴、分享和鼓勵，這段刻骨銘心的友誼定能感動小讀者的内心世界。When Sophie meets Goose on a trip to the park, they soon become inseparable!Goose is a series of 6 enchanting story books about an unusual and heart-warming friendship. With concise text and colourful illustrations,this series is stimulating for babies,engaging for toddlers and a great read along book for up to six years.Read with Sophie and Goose to:*build language skills*spark a love of reading*boost social-emotional learning本系列屬「新雅點讀樂園」產品之一，若配備新雅點讀筆，爸媽和孩子可以使用全書的點讀和錄音功能，聆聽粵語朗讀故事、粵語講故事、普通話朗讀故事和英語朗讀故事，並可錄下爸媽和孩子的聲音來說故事，增添親子閱讀的趣味！想了解更多新雅的點讀產品，請瀏覽新雅網頁(www.sunya.com.hk)

形影不離的大白鵝與小女孩，演繹朋友間最窩心的陪伴！小朋友，你期待過生日嗎？如果你最好的朋友生日，你會怎樣跟他慶祝？一起去大白鵝的生日會，看看蘇菲怎樣為牠準備驚喜吧！本系列共6冊，講述小女孩蘇菲與小菇的相遇和生活點滴。故事情節富有幽默感，當中小女孩與小菇展現出朋友間的陪伴、分享和鼓勵，這段刻骨銘心的友誼定能感動小讀者的内心世界。When Sophie meets Goose on a trip to the park, they soon become inseparable!Goose is a series of 6 enchanting story books about an unusual and heart-warming friendship. With concise text and colourful illustrations,this series is stimulating for babies, engaging for toddlers and a great read along book for up to six years.Read with Sophie and Goose to:*build language skills*spark a love of reading*boost social-emotional learning本系列屬「新雅點讀樂園」產品之一，若配備新雅點讀筆，爸媽和孩子可以使用全書的點讀和錄音功能，聆聽粵語朗讀故事、粵語講故事、普通話朗讀故事和英語朗讀故事，並可錄下爸媽和孩子的聲音來說故事，增添親子閱讀的趣味！想了解更多新雅的點讀產品，請瀏覽新雅網頁(www.sunya.com.hk)

形影不離的大白鵝與小女孩，演繹朋友間最窩心的陪伴！小朋友，你去過商場購物嗎？商場裏的店鋪形形色色，快來跟白鵝小菇和蘇菲去購物，看看他們會買些什麽吧！本系列共6冊，講述小女孩蘇菲與小菇的相遇和生活點滴。故事情節富有幽默感，當中小女孩與小菇展現出朋友間的陪伴、分享和鼓勵，這段刻骨銘心的友誼定能感動小讀者的内心世界。When Sophie meets Goose on a trip to the park, they soon become inseparable!Goose is a series of 6 enchanting story books about an unusual and heart-warming friendship. With concise text and colourful illustrations,this series is stimulating for babies,engaging for toddlers and a great read along book for up to six years.Read with Sophie and Goose to:*build language skills*spark a love of reading*boost social-emotional learning本系列屬「新雅點讀樂園」產品之一，若配備新雅點讀筆，爸媽和孩子可以使用全書的點讀和錄音功能，聆聽粵語朗讀故事、粵語講故事、普通話朗讀故事和英語朗讀故事，並可錄下爸媽和孩子的聲音來說故事，增添親子閱讀的趣味！想了解更多新雅的點讀產品，請瀏覽新雅網頁(www.sunya.com.hk)

形影不離的大白鵝與小女孩，演繹朋友間最窩心的陪伴！小朋友，你有去過農場參觀嗎？農場裏有不同種類的動物，一起跟白鵝小菇和蘇菲到農場游覽吧！本系列共6冊，講述小女孩蘇菲與小菇的相遇和生活點滴。故事情節富有幽默感，當中小女孩與小菇展現出朋友間的陪伴、分享和鼓勵，這段刻骨銘心的友誼定能感動小讀者的内心世界。When Sophie meets Goose on a trip to the park, they soon become inseparable!Goose is a series of 6 enchanting story books about an unusual and heart-warming friendship. With concise text and colourful illustrations,this series is stimulating for babies, engaging for toddlers and a great read along book for up to six years.Read with Sophie and Goose to:*build language skills*spark a love of reading*boost social-emotional learning本系列屬「新雅點讀樂園」產品之一，若配備新雅點讀筆，爸媽和孩子可以使用全書的點讀和錄音功能，聆聽粵語朗讀故事、粵語講故事、普通話朗讀故事和英語朗讀故事，並可錄下爸媽和孩子的聲音來說故事，增添親子閱讀的趣味！想了解更多新雅的點讀產品，請瀏覽新雅網頁(www.sunya.com.hk)

本書特色1.以三大篇章，共41種冒險旅程，成為可以活用AI的深度學習達人。2.書中以各種有趣的範例，如：用電腦創作歌詞、使用DeepFace打造人臉辨識、情緒辨識等引發學習興趣。3.書末以「股票的自動交易系統」為專題，從資料整理與程式實作兩方面做整合性的應用。4.輕鬆活潑的筆調，搭配作者親手繪製的可愛插圖，以圖解化方式加深學習印象。5.整合式開發環境：Anaconda。內容簡介近年來人工智慧最主要的重心在深度學習，也是因深度學習有許多突破性的發展，而讓人工智慧有了許多以前意想不到的應用。本書承襲前作《少年 Py的大冒險：成為Python數據分析達人的第一門課》的風格，藉由輕鬆活潑的方式，從基本的原理開始，讀者可一步步跟著書中每個冒險，成為可以活用AI的深度學習達人！本書規劃三個篇章，共41種冒險。從AI的原理、怎麼思考所需的AI模型開始說明，接著介紹神經網路三大天王（DNN、CNN、RNN），並大量運用Gradio這個有趣的套件，把書中的AI模型做成網路應用程式。本書也介紹了如何用Hugging Face的transformers套件打造有趣的自然語言處理應用，以及使用DeepFace打造人臉辨識、情緒辨識等等。對於生成對抗網路（GAN）及強化學習也有相當詳細地說明。

Sinophone studies—the study of Sinitic-language cultures and communities around the world—has become increasingly interdisciplinary over the past decade. Today, it spans not only literary studies and cinema studies but also history, anthropology, musicology, linguistics, art history, and dance. More and more, it is in conversation with fields such as postcolonial studies, settler-colonial studies, migration studies, ethnic studies, queer studies, and area studies.This reader presents the latest and most cutting-edge work in Sinophone studies, bringing together both senior and emerging scholars to highlight the interdisciplinary reach and significance of this vital field. It argues that Sinophone studies has developed a distinctive conceptualization of power at the convergence of different intellectual traditions, offering new approaches to questions of plurality, hierarchy, oppression, and resistance. In so doing, this book shows, Sinophone studies has provided valuable conceptual tool

The ultimate write-in ELA workbook with concept recaps, annotated examples, and more than 130 exercises that help get students thinking, writing, analyzing, and practicing the literary skills they need to ace English class. More than a drill-and-kill workbook, it's a "how to" and "here's why," that can be used to supplement classroom instruction, or for test prep, additional practice, and review. Exercises include essay writing, reading comprehension, grammar, sentence structure, textual analysis, and more! An in-depth answer section gives students all the context they need to evaluate their written answers to open ended questions. And it's written, vetted, and approved by the experts--middle school ELA teachers.

想從 0 基礎開始學會程式設計？快來閱讀本書 想看 2 行程式解 APCS 的例子？快來閱讀本書 本書著重解題方法，使用大量實例與圖示，協助您快速學會程式設計！ 本書由資深教師編撰，針對初學程式設計的困難，提供以下秘笈： *從 0 開始，讓您按部就班學會程式設計。 *超過 100 個範例可供動手練習。 *著重解題方法設計，範例皆提供解題方法設計、程式碼、執行結果、程式解說等。 *使用大量圖形說明解題方法。 *搭配 APCS 基本實作題，協助跨過門檻。

"A beautiful tale of loss and adjustment; for those who have never had to leave home, perhaps a lesson in insight and empathy. Highly recommended." — School Library Journal (STARRED REVIEW)"Beautifully crafted and warmly empathetic." — Kirkus Reviews (STARRED REVIEW)A poignant story about a displaced family making a home in the aftermath of war.​We used to live in a big city. In our apartment window was a star-shaped lamp, shining through the cold. I could recognize home from far away. But then the war began, and we left for another country. Everything is different here—the food, the language, even Mom and me. Today Mom bought us a package of scissors, glue, and cardboard. Can we make this place feel a little more like home? Narrated by a young refugee, A Star Shines Through illustrates the long process of healing with an evocative palette of blues and yellows. This resonant book shows how making art can create a sense of hope and belonging, even in a new and different place.

機器人開發是一項複雜的系統工程，ROS 2為智能機器人開發提供了強有力的支持，極大地提高了機器人軟件開發效率。本書首先對ROS 2的基礎概念、通信機制、常用庫和工具進行介紹，帶領讀者入門ROS 2機器人開發；接著引導讀者完成移動機器人的建模和仿真、建圖和導航、自定義控制器和規劃器等一系列實踐；然後在真機實戰環節，通過製作一個基於ROS 2的真實機器人，幫助讀者打通仿真與真機之間的壁壘；最後，本書深入講解了ROS 2進階使用的相關知識，為讀者進一步在實戰中使用ROS 2進行機器人開發打下夯實基礎。考慮讀者基礎，書中示例均以C++和Python兩種語言實現，同時加入了關於C++新特性、Git工具、多線程和回調函數等基礎知識的講解。

輕鬆簡單的好書，讓你從入門到高手，掌握機器學習及神經網路的數學、理論與實作！▌本書特色☆機器學習唯一的入門書，從完全不懂到開發專案靠這本書就搞定☆充分展現出日本書的細膩流暢又簡單清楚☆想了解機器學習又怕被數學公式轟炸的AI小白最適合☆作者把所有的數學公式都用最簡單的二維平面來處理，是對人腦最直覺的投射☆懶人最愛的程式設計環境，Jupyter Notebook，在瀏覽器中就可以執行神經網路☆高中文組數學程度就可以100%看得懂的Python程式☆雖然簡單但十分詳細的公式推導☆L1、L2回歸你我都會用，但這本書卻有完整的來龍去脈，打下神經網路及深度學習的基礎☆無監督學習也有詳細說明，K-means和混合高斯模型☆使用Tensorflow，每一行程式碼都看得懂，完全沒有不必要細節或玩弄技巧

「無論你想在程式設計面試中獲得優勢，想創造美麗的數學藝術，還是頑固地非得理解這個概念的有趣特性，這本書都將成為你深入遞迴這個兔子洞的指南（兔子洞裡還有兔子洞）。」遞迴程式設計技術可以產生優雅的程式解決方案，然而更常見的是，它讓程式設計師感到困惑。這並不代表程式設計師可以（或應該）忽略遞迴；儘管遞迴以具有挑戰性而聞名，但它是一個重要的電腦科學主題，並且可以對程式設計本身產生敏銳的洞察力。至少，了解遞迴可以幫助你順利通過程式設計工作面試。如果你是對電腦科學感興趣的學生，遞迴是你要理解許多流行演算法所必須克服的必要障礙。如果你是程式設計訓練營的畢業生或自學而成的程式設計師，並且順利跳過了更具理論性的電腦科學主題，但在「白板程式設計面試」中肯定還是會遇到遞迴問題。如果你是一位經驗豐富的軟體工程師，以前從未接觸過遞迴演算法，你可能會發現遞迴是你知識中一塊尷尬的缺口。❑ 本書目標讀者本書適合那些對遞迴演算法感到恐懼或感興趣的人。對於新手程式設計師或電腦科學系的大一新生來說，遞迴主題就像難以理解的黑魔法一樣。大多數遞迴課程都很難理解，使得這個主題不但讓人覺得挫敗，甚至令人心生恐懼。對於這些讀者來說，這本書的直接解釋和充足的例子應該能幫助他們最終理解這個主題。閱讀本書的唯一先決條件是具備 Python 或 JavaScript 程式語言的基本程式設計經驗，因為各章的程式碼範例使用了這兩種語言。本書的程式已被精簡到核心的基本結構； 如果你知道如何呼叫和建立函數，以及理解全域變數和局部變數之間的區別，那麼你就足以應付這些程式設計範例了。本書使用 Python 和 JavaScript 範例來教授遞迴的基礎知識，揭示了遞迴的教學方法，並闡明了所有遞迴演算法的基本原理。你將學習何時使用遞迴函數（最重要的是，何時不使用它們），如何實現工作面試中經常提到的經典遞迴演算法，以及遞迴技術如何幫助解決有關樹走訪、組合學等等許許多多的問題，以及其他棘手的話題。這個以專案為主的指南包含了完整的、可運行的程式，將能幫助你學習：☑︎ 遞迴函數如何使用呼叫堆疊，這是一種在遞迴課程中幾乎從未討論過的關鍵資料結構☑︎ 「頭尾」與「信仰飛躍」技巧如何簡化遞迴函數的編寫☑︎ 如何使用遞迴為你的檔案系統編寫自訂搜尋腳本、繪製碎形藝術、生成迷宮等☑︎ 優化和記憶如何使遞迴演算法更有效率

本書協助你深入了解LLM 的內部運作，建立自己的語言模型。從生成式AI 概論開始談起，讓你理解如何訓練這些模型產生新資料，接著介紹提高生產力與增加創造力的ChatGPT 使用案例。你將學會如何改善提示設計，利用零樣本、單樣本、小樣本的學習能力，進而從ChatGPT 互動中獲得最佳效果。分別針對行銷人員、研究人員、開發人員設計案例，讓你將本書所學有效應用在自己的領域中。列舉企業情境，運用Azure 基礎架構上的OpenAI 模型 API；包含生成式模型 (如：GPT)與嵌入模型 (如：Ada)。各情境均涵蓋Python 實作，並以Streamlit 製作前端介面，以及利用 LangChain SDK 協助將模型整合到你的應用程式中。讀完本書，你將具備生成式AI领域的運用能力，可以在自己的專案中使用 ChatGPT 和 OpenAl 模型的API。本書內容涵蓋：*理解生成式AI 的初級與中級概念*透過有效的提示設計充分發揮ChatGPT 的效能*探索ChatGPT 的應用與使用案例*以API使用OpenAI 模型與功能*用Python 建置與部署AI系統*利用Azure 基礎架構實作企業級使用案例*確保生成式AI 系統具有負責任的AI與倫理

【程式設計新浪潮 . 開發生態大革命】你還在研讀程式語法手冊？還在網路上找程式碼來修修改改？還要繼續埋首在手刻程式碼的低效循環中掙扎嗎？就是現在，程式設計生態發生了史無前例的變革！GitHub Copilot 是由 GitHub 與 OpenAI 大型語言模型（LLMs）合作開發的 AI 程式設計助手，它從巨量程式碼庫中學會所有的程式設計技巧，將人類過往的程式精華融為一體。只要你學會用正確的方法、下達明確的提示詞、妥善地用自然語言與其溝通，就能發揮它的無窮力量，大幅幫助你提高開發軟體的成效。本書作者：兩位資訊教育學家 Leo Porter 博士與 Daniel Zingaro 博士為了 AI 程式設計時代的到來，在本書規劃出「函式設計循環」流程，整本書的編排圍繞著這個設計循環所需的技能，一遍遍演練、一步步學會進入 AI 程式設計必備的新技能。幫助你以正確的方式掌握 Python 程式設計（當然，其它程式語言也適用），高效快速解決實務上的任務。【開發程式的重點：從寫程式轉換為寫提示詞】與傳統的入門程式設計課程相比，使用 GitHub Copilot 協助寫程式需要學習新的技能，特別是問題分解、提示工程、測試與除錯技巧（如果您對這些技能還不太熟悉也無需擔心，本書都會詳細介紹），這些新技能對於現職的程式設計師來說同樣重要。在以往傳統的程式設計課程中，學生往往需要將精力灌注在語法的細節上，然而在 AI 時代，程式語法已經有 GitHub Copilot 這位大神在身邊，完全不用你操心，你該學的是如何用自然語言，寫出有意義且 AI 工具能正確理解的提示詞，讓它為你寫出符合預期的程式碼。如果你真的很不會寫提示詞，Copilot 除了能夠反向幫助程式產生提示詞，甚至還可以利用提示模式（prompt patterns）翻轉問答對象，讓 Copilot 主動提問以達成你的目標。● 精心設計為 AI 工具而生的函式設計循環。● 使用與業界接軌的 Visual Studio Code 開發工具。● 善用 Copilot Chat、inline Chat 提高生產力好助手。● 撰寫提示詞：學會用 AI 看得懂的自然語言溝通。● 看懂程式碼：程式由 AI 寫, 但你需要看得懂。● 問題分解：用 Top-Down 設計將大問題分解成小任務。● 測試案例：設計常見案例與邊界案例確認函式正確。●

A curiosity-sparking book about water in rainstorms, the Great Lakes, the drip from our taps, and other places in our world. Water is everywhere, and we rely on it every single day. But do you ever wonder about water? How much water is on our planet? What happens when there is too much water or too little water? Why does it rain? What are lakes, rivers, seas, and oceans? Why are the seas and oceans blue and salty? What lives underwater? What about water in human history--how did people get water in ancient times? How do we get water today? What do humans build to travel on the water, and how have we harnessed waterpower? How do we protect this amazing resource for the future? Gorgeous and informative, Water invites children to tour through science and history with two characters they may recognize from Wind: Discovering Air in Motion. Colorful acrylic art and energetic text help readers learn about the natural resource we have depended on since the beginning of life itself.

📌 全彩印刷、圖解詳盡，快速學會關鍵知識📌 將Go與Python程式的實驗與結果視覺化透過實作與豐富的精緻圖解，對OS與硬體相關的工作原理是如何運作，進行淺顯易懂的解說，讓您對OS的運作，有更加具體而清晰的了解。不論是新手還是老手，都很容易陷入「OS是個充滿神秘與困難的東西」的困境。為了要改善這個狀況，本書不會探討艱深的理論，而是以Linux為中心，在進入實作階段前就對Linux的工作原理進行解說，讀者只需要對Linux基本的命令有所瞭解便可輕鬆閱讀。本書可以幫助你：．當OS或硬體相關故障產生時，能夠冷靜處理．開發出有考慮到硬體特性的優良軟體．瞭解該依據什麼樣的指標來設計系統

Chen Shui-bian is one of the most consequential -- and controversial -- politicians in Taiwan’s modern history. He broke the political grip of the ruling Kuomintang (Nationalist Party), winning the presidency in 2000 and paving the way for the first peaceful transfer of power to the opposition – the Democratic Progressive Party.But he was also convicted in four corruption-related criminal cases, and his actions inflicted great political harm on a young democracy. Ultimately, Chen will be remembered as the first president of Taiwan to be sentenced to jail.Chen’s intriguing story deserves retelling, and veteran journalist Osman Tseng is uniquely suited to the task. Tseng’s journalistic career spanned more than four decades with the Chinese language China Times as well as English media outlets, the China Post, and the China Economic News Service (CENS). This gave him a choice vantage point for observing Chen’s political ascent and the dramatic legal battles of his eventual downfall.◎代理經銷：

Key Words: Memory, Emotions, Language. One of many parts of the brain,the temporal lobe makes memories and associated emotions. And without thetemporal lobe, we couldn’t make the words to explain our thoughts (or puzzles)to others.Use your memories of puzzles past to solve.

Return to Scout's world of natural-disaster mishaps in the second installment of the Survival Scout graphic novel series - this time to learn about tsunamis. Perfect for fans of Scholastic's I SURVIVED series!Learn the skills you need to survive a TSUNAMI.1) Learn the causes: Did you know that a big earthquake can be a sign that a tsunami might hit?2) Recognize the signs: If it looks like the ocean is pulling away from the shore, RUN! This means a tsunami could be on the way!3) Evacuate: Always have a bag of essential items packed and an evacuation route planned. You never know when it could SAVE YOUR LIFE!Remember, if you live near a coast and see the warning signs, DON'T WAIT - get to higher ground. And stay safe out there!Join Scout and her talking skunk companion in this witty, useful, and funny graphic novel about how to survive a tsunami.

In this exciting launch of the Maisy's Planet series, everyone's favorite mouse learns all about the bees in her garden--and why they're so important to our natural world. Did you know that bees use their tongues to eat sweet nectar from flowers, then carry dusty pollen on their bodies to spread it from flower to flower? Or that they need lots of flowers, water, and a dry place to live? Through Lucy Cousins's familiar bold, inviting artwork and cheery narration, the youngest children can join Maisy as she tends to her growing garden and discovers some fun and informative things about the bees that live there. Open the final gatefold to see how Maisy is helping the amazing bees!

★鼓舞人心，給年輕讀者自我認同的力量★ 「When I See Blue」的溫暖續作「我覺得我總是…最後一個。就像我跑步是為了試著跟上每個人的步伐，但這並沒有什麼好處。」艾波總是按照自己的步調前進，但如果她學會融入，生活或許會更輕鬆？現在她已經八年級了，事情變得更糟了。她更多的嘗試拯救需要幫助的動物，而不是擔心誰在學校和誰約會，這對艾波來說很無聊。另外，她在上課時彷彿在聽外語一樣，看起來必須不得不在留校察看中渡過這一周了。隨著家中的煩惱以及校園浪漫的充斥，她感覺到周圍的每個人都離的很遠，甚至是她最好的朋友班。但當壓力來襲時，她能找到一種方法來適應並且仍然忠於自己嗎？An uplifting middle-grade story with a charming dyspraxic main character that celebrates individuality and finding your place in the world. Perfect for fans of Elle McNicoll.'I feel like I'm always ... last. Like I'm running to try and keep up with everyone but it's no good.'April has always marched to the beat of her own drum, but would life be easier if she learned to fit in? Now that she's in Year 8, things have got even worse. She's much more likely to be trying to rescue an animal in need than worrying about who's dating who at school, which April just finds BORING. Plus, her lessons feel like they're in a foreign language, and it suddenly seems impossible to make it through the week without landing

Why is blood red? Why are carrots orange? Who invented the lightbulb?Why is the world 'going green'? Is the sky really blue? And what is ultraviolet light?You'll discover the answers to these questions - and many more - in this incredible collection of scientific facts about colour. We'll talk about light (the most important thing) and waves (not the kind you see at the beach - though youwilllearn why the sea looks blue!). You'll find out how some animals are able to glow in the dark and how others change their colours to hide from predators. Keep reading to discover why leaves change colour in the autumn, why your veins look blue but your blood is red, and why the language we use shapes the colours we see . . .And you'll learn exactly how to make a rainbow - in space.

The bestselling, New York Times Top 10 Best Illustrated title, Yummy!, now available as new stunning picture book editions."Where are you going, Little Red Riding Hood?" asked the wolf. The old man pulled and pulled the enormous turnip… Multi-award-winning author Lucy Cousins retells three of her favourite fairy tales in spare, bold language and brilliant, vibrant pictures. The famous characters in Little Red Riding Hood, The Three Little Pigs and The Enormous Turnip are given new life and a sprinkle of modern magic.

#10 Daisy and the Trouble with Piggy Banks#11 Daisy and the Trouble with Vampires#12 Daisy and the Trouble with Chocolate#13 Daisy and the Trouble with School Trips#14 Daisy and the Trouble with Nature#15 Daisy and the Trouble With Unicorns#16 Daisy and the Trouble With London#17 Daisy and the Trouble With Space

這本感人的繪本，講述了一個孩子在面對語言障礙和移民的成長經歷。當羅尼與家人一起到新的國家時，他很期待能交到新朋友。但在幼兒園裡，當他向大家介紹自己時，他的話讓其他孩子不禁笑了起來。羅尼既困惑又尷尬，他很想念家鄉與朋友們。不過漸漸地環境也開始變得不那麼陌生了⋯⋯。本書由保加利亞作家兼插畫家Vyara Boyadjieva撰寫，故事真實感人，最終羅尼會發現，善良和笑聲是不分國界的。 A beautiful, moving and sensitively told picture book about language barriers, communication and a very young child’s immigrant experience.When Ronnie moves to a new house, in a new country, he’s excited to make friends. But when he introduces himself to everyone at nursery – “My name is four. I am Ronnie years old.” – the other children can’t help but giggle. His words are all mixed up! Ronnie misses home and laughing with his old friends. But new doesn't stay that way for long... This authorial debut from Bulgarian author-illustrator Vyara Boyadjieva is honest and uplifting, with Ronnie ultimately discovering that kindness, and laughter, are universal.

三度榮獲紐伯瑞榮譽獎的 Christina Soontornvat 帶來全新奇幻系列，講述一位名叫 Plum 的女孩如何在變身學校中學習與動物溝通、守護自然、找尋自我。她來到蓮花島的守護者學院，與來自各地的孩子們一同接受訓練，學會冥想、鍛鍊身心，並準備迎接轉化為神秘守護獸的挑戰。只是，當同伴們逐漸顯現羽翼與力量，Plum 卻遲遲沒有變化。她是否能找到屬於自己的力量？From three-time Newbery honor recipient Christina Soontornvat comes a compelling new young middle grade fantasy series for readers who love stories about animals, magic, and kids like them embracing their power to change the world.Young Plum is shocked to discover that she's been accepted to the Guardian Academy on Lotus Island, an elite school where kids learn how to transform into Guardians, magical creatures who are sworn to protect the natural world. The Guardian masters teach Plum and her friends how to communicate with animals and how to use meditation to strengthen their minds and bodies. All the kids also learn to fight, so they can protect the defenseless if needed.To her dismay, Plum struggles at school. While her classmates begin to transform into amazing creatures, Plum can't even seem to magi

Simon Monk對Raspberry Pi百科全書般的豐富知識讓本錦囊妙計第四版成為任何嘗試邁入數位製作世界者的完美指南。本書細節的廣度和深度同時適合初學者和經驗豐富的自造者！------Raspberry Pi的共同創造者Peter Lomas如果你已經開始玩Raspberry Pi，將會發現它的能力持續在擴充。這本膾炙人口的錦囊妙計第四版提供超過200個實作範例(皆附上程式碼)，示範如何於此迷你且低成本的電腦執行Linux，用Python為它寫程式，將它接上感測器和馬達來玩物聯網(IoT)。此新版包含關於Raspberry Pi Pico和以Raspberry Pi做機器學習的新章節。多產的駭客暨作者Simon Monk也會教導基本原則，引導你利用Raspberry Pi使用新技術。透過簡易的範例說明如何：．設定你的Raspberry Pi並連接網路．使用它的Linux作業系統．用Python為你的Raspberry Pi寫程式．使用電腦視覺賦予你的Pi一雙眼睛．使用機器學習從影像和聲音辨識物體．藉由GPIO連接器控制硬體．使用你的Raspberry Pi控制不同類型的馬達和顯示器．使用開關、數字鍵盤和其他數位輸入裝置．使用感測器測量溫度、光線和距離．以不同方法連接至Iot裝置來自動化你的家．使用Raspberry Pi Pico微控制器版

★在最熟悉的作業系統、IDE中，用Tensorflow開發深度學習專案★☆使用Tensorflow.NET在Visual Studio下完成AI開發☆坊間幾乎所有和AI、深度學習、機器學習有關的書籍或教材，均是以Python及相對的框架進行開發，並且建議架設在Linux上。雖然這個環境非常適合進行AI專案的開發，但對於已經熟悉Visual Studio下.NET架構的大部分Windows開發者來說，如果能使用Tensorflow的強大，再加上早就上手的.NET甚至是C#語言，學習曲線真的就只剩下深度學習，排除了Linux及Python的困難。微軟在.NET平臺上引入機器學習，努力使機器學習技術跨越鴻溝，普及至大多數人手中。微軟的ML.NET旨在實現人工智慧的「民主化」，讓每個人都能使用並受益於人工智慧技術。在.NET生態中，人工智慧領域的SciSharp Stack團隊為TensorFlow提供了.NET Standard Binding，使得.NET開發人員可以使用C#在跨平臺的.NET Standard框架上開發、訓練和部署機器學習模型。他們還打造了TensorFlow.NET這個專屬於.NET開發人員的機器學習平臺，簡化了使用TensorFlow的過程。本書即是針對這個族群的使用者，讓.NET眾多的使用者直接跨入AI的領域，在最親切的環境學習，一定會事半功倍。本書為介紹TensorFlow.NET的詳細指南，共有23章。探討雲端運算、人工智慧、巨量資料和雲端原生應用對生活產生了深遠影響，之後說明機器學習.NET開發者的特點，在.NET生態中，SciSharp Stack的團隊，為TensorFlow提供了.NET Standard Binding，使.NET開發人員可以使用C#開發、訓練和部署機器學習模型。其中的產品就是TensorFlow.NET。書中包括資料型態與張量詳解、Eager Mode詳解、自動求導原理與應用、線性回歸實操、MNIST手寫字元分類邏輯回歸、tf.data資料集建立與前置處理、深度神經網路實踐、AutoGraph機制詳解，以及.NET Keras簡明教學等。最後一部分是生產應用與案例，包含CPU和GPU環境下的TensorFlow.NET應用、工業生產環境應用案例、在C#下使用TensorFlow.NET訓練自己的資料集、視覺影像分類