Machine Learning Algorithms for Problem Solving in Computational Applications

Core Insight：Cross-Domain Data Collaboration: Unlocking Chip PotentialEliminating the "efficiency gap" caused by knowledge silos is the starting point for industry potential. Data doesn't lie; Data Science provides the solution: Through innovation and cross-domain restructuring, we visualize results to become the critical accelerator for boosting efficiency.GenAI Reshaping the Future of SemiconductorsFacing the immense challenge of the slowing pace of Moore's Law, the semiconductor industry urgently requires new breakthroughs. This book is specifically designed to solve the "Efficiency Black Hole" that consumes tens of billions of dollars annually in the industry.The Empowering DTCO Innovation with AI and Machine Learning offers readers a practical DTCO.ML Framework, demonstrating how to leverage Machine Learning (ML) and Generative AI (GenAI) technologies to inject new acceleration into chip manufacturing processes. Learn to master process variability and optimize chip energy efficien

No sound, no problem！（掩耳盜鈴） Groundless worries （杞人憂天） There are hundreds more of these Chinese idioms (chengyu) that pack a lot of meaning into four characters。 Many of these Chinese idioms originate from historical events，classics，and folklore； they give us valuable insights into Chinese culture，history，and literature。 Aimed at English learners，The Magic Four groups together some of these well-known stories with attitude and behaviour as its theme。 Each story is accompanied with extra learning elements： • The literal and figurative meanings； • A similar idiom/phrase in the English language； • Definitions of useful vocabularies in the story； • Meanings of different idioms/phrases used in the stories and examples。 Not only will you gain insight into Chinese wisdom accumulated for centuries but also learn fun aspects of the English language too！

《圓覺經》全名《大方廣圓覺修多羅了義經》，透過文殊師利等十二位菩薩與佛陀的問答，宣說如來圓覺妙理，揭櫫一切眾生具足圓覺妙心，是指引如何修行成佛的經典。《圓覺經》廣受唐代天台、華嚴、禪宗、密宗重視，北宋郭印提出佛教四書，清末吳坤修甄選釋氏十三經，它從未缺席，又早早流布高麗與鎌倉時代的朝鮮、日本。該經一卷之薄，允為東亞漢傳佛教「經中之睛」。是次新注新譯，深度利用東亞文獻以校勘、輯佚，紹述唐僧玄奘忠於原典及思想、語言原貌之傳統，從佛學乃至文學角度，予以精當闡釋，化深奧為易懂，內容至簡至要。〈導讀〉一文更明析該經結構、善本、善注、文體，乃至東亞古典時代地位諸議題。研讀佛教經典者，切莫錯過。The Sūtra of Perfect Englightenment 圓覺經, whose full title is The Nītârtha Sūtra on the canon of the great and expansive Perfect Enlightenment (Dà fāngguăng yuánjué xiūduōluó liǎoyì jīng) 大方廣圓覺修多羅了義經, uses a conversation between the Buddha and twelve Bodhisattvas, led by Mañjuśrī, to promulgate the wondrous doctrine of perfect enlightenment. It discloses that all sentient beings have an innate mind of perfect enlightenment, and guides them on how to train to attain Buddhahood. In the Tang dynasty, the Sūtra of Perfect Enlightenment was held in high esteem by the Tiantai, Huayan, Chan, and Vajrayāna (Esoteric) schools. And it was listed in the four Buddhist classics proposed by the Northern Song’s G

全方位重點 ALL IN ONE鞏固基礎｜課文結構、寫作手法以表格統整延伸知識｜彙整必讀、必考語文知識強化閱讀｜每課一組閱讀題，練習統測題型

全方位重點 ALL IN ONE鞏固基礎｜課文結構、寫作手法以表格統整延伸知識｜彙整必讀、必考語文知識強化閱讀｜每課一組閱讀題，練習統測題型

此書配合108課綱，三民普通型高級中學英文課本內容編寫。是自主學習、課後複習最佳夥伴。本書針對課本的重點：課文、單字片語、句型詳加解析，並搭配專業老師精心編寫的即時練習，讓學習有重點，效率高。 Read About It： 逐句講解課本裡，每課課文文法重點、句構並提供中文翻譯。 Words for Production & Idioms and Phrases： 逐個介紹課本裡的單字與片語，並提供搭配用法等補充資訊。 Learn About Sentence Structure： 說明課本內重點句型的意義與用法。 延伸補充FYI： 針對當課相關的額外資訊，彙整成四大類，字詞知識、Usage、字以類聚、slang & saying。提高自主學習效率。 Give it a shot!： 課文、單字片語、句型的即時練習，加深印象。

Maxine the meerkat loves to play with her friends, but one day, the doctor calls her into his office for being overweight. Is she in trouble? Join Maxine on her journey to understand healthy habits!The Baby Bear Paediatric Care Series features stories of compassion, focusing on pressing conditions and illnesses facing children in today's world. Through engaging storytelling and beautiful illustrations, children, parents and educators will learn about various childhood conditions, and how they are addressed by doctors and hospitals. The series aims to spark discussion, and to build awareness and hope in children and adults.ABOUT THE AUTHORDr Nishanti Wijedasa Han Ying is a paediatric doctor at KK Women's and Children's Hospital, Singapore. She has a special interest in sport and active living, and strives to encourage children to find joy in sports. As a paediatrician, she is always learning from her patients and hopes this series allows her to give back to them.

當一對雙胞胎無法就誰的數學更好達成一致時，他們的父親給了他們一個令人困惑的問題。只要一點線索，誰會先找到答案？我是數學明星！系列包括具有挑戰性的數學難題，以故事形式呈現。透過引人入勝的故事情節，並使用各種數學啟發式技巧，逐步描述謎題，然後逐步解決，這些技巧也是世界著名的新加坡數學課程的一部分。透過插圖和引人入勝的故事情節，孩子們將學習數學啟發法，並受到啟發，堅持理解、表現和解決有趣的數學問題！系列特點：根據新加坡數學課程的規定，學習使用數學啟發法解決數學難題每本書都包含由 Yeap Ban Har 撰寫的解決問題指南When a pair of twins cannot agree on who is better in Maths, their father sets them a baffling problem. With just a few clues, who will find the answer first?The I'm a Maths Star! series comprises challenging Maths puzzles, presented in story form. Puzzles are described and then solved, step-by-step, through an engaging storyline, and using various Maths heuristic techniques that are also taught as part of the world-renowned Singapore Maths curriculum. Through illustrations and an engaging storyline, children will learn Maths heuristics, and be inspired to persevere in understanding, representing, and solving fun and intriguing Maths problems!Series features:Learn to solve difficult Maths problems using Maths heuristics, as ident

當一對雙胞胎無法就誰的數學更好達成一致時，他們的父親給了他們一個令人困惑的問題。只要一點線索，誰會先找到答案？我是數學明星！系列包括具有挑戰性的數學難題，以故事形式呈現。透過引人入勝的故事情節，並使用各種數學啟發式技巧，逐步描述謎題，然後逐步解決，這些技巧也是世界著名的新加坡數學課程的一部分。透過插圖和引人入勝的故事情節，孩子們將學習數學啟發法，並受到啟發，堅持理解、表現和解決有趣的數學問題！系列特點：根據新加坡數學課程的規定，學習使用數學啟發法解決數學難題每本書都包含由 Yeap Ban Har 撰寫的解決問題指南When a pair of twins cannot agree on who is better in Maths, their father sets them a baffling problem. With just a few clues, who will find the answer first?The I'm a Maths Star! series comprises challenging Maths puzzles, presented in story form. Puzzles are described and then solved, step-by-step, through an engaging storyline, and using various Maths heuristic techniques that are also taught as part of the world-renowned Singapore Maths curriculum. Through illustrations and an engaging storyline, children will learn Maths heuristics, and be inspired to persevere in understanding, representing, and solving fun and intriguing Maths problems!Series features:Learn to solve difficult Maths problems using Maths heuristics, as ident

Information Technology Specialist(ITS)是由Pearson VUE/Certiport推出符合產業趨勢的資訊科技認證，涵蓋IT資訊技術、資料庫、軟體研發、新興科技四大領域，透過ITS各項認證指標訓練，可驗證考生是否確實掌握業界所需與具備雇主所需的IT技能，幫助考生為未來職涯做好準備。 本書整理了ITS Computational Thinking運算思維認證考科綱要所涵蓋的資訊技術與電腦技能，考生可透過精進學習本書各章節重點內容，迅速掌握應考方向。

這是暢銷書系列《Deep Learning》的第5集，本次的主題是「生成模型」。書中延續此系列的風格，以連貫的故事介紹從「常態分布」到「擴散模型」的技術。你可以累積學到的知識，一步一步練習操作，不斷累積學習成果，最終完成類似「Stable Diffusion」這樣的AI影像生成模型。技術的有趣之處在於細節，從零開始建構，挑戰各種公式。

零基礎也能打造AI物聯網， 用Node-RED整合YOLO與LLM， 全方位建構你的AIoT與邊緣AI應用！ 當人工智慧結合物聯網成為未來主流，本書提供一條簡單易學的路徑，帶你從視覺化流程工具Node-RED入門，逐步整合YOLO物體偵測、Teachable Machine影像辨識與LLM大型語言模型，打造出屬於自己的智慧感知系統。全書以圖解＋範例方式呈現，並搭配專為本書設計的fChartEasy綠化開發套件，簡化安裝流程快速上手。不論是專題學生、教師或AIoT初學者，都能從中找到有用且完整的解決方案。 內容重點 ➤ 使用Node-RED視覺化流程建立監控儀表板（Dashboard）、MVC網站、REST API和使用MySQL資料庫儲存感測器數據。 ➤ 詳細說明MQTT通訊協定、取得網路OpenData與JSON資料剖析、寄送Email電子郵件與Telegram通知。 ➤ 使用Teachable Machine與YOLO訓練自己的AI模型，並且串接LLM來輕鬆使用Node-RED整合生成式AI，建立你的AIoT智慧物聯網應用。 ➤ 完整YOLO模型訓練步驟，只需執行各步驟的Python工具程式，就可以使用LabelImg標註圖片建立資料集，訓練出你自己的YOLO物體偵測模型。 ➤ 提供綠化版Node-RED+Python整合套件fChartEasy，免安裝輕鬆幫助你建構學習本書內容所需的Windows開發環境。 你將學會以下實作專案： ✔ 建立溫溼度監控儀表板、繪製Node-RED圖表、送出天氣通知 ✔ 使用Teachable Machine 模型、標註圖檔、YOLO客製化模型 ✔ 打造透過MQTT控制的ESP32-CAM相機與IP Camera，輕鬆建立你的AI之眼 ✔ 建立AI猜拳遊戲、OCR車牌辨識、物體偵測、即時串流偵測、路況分析 當人工智慧結合物聯網成為未來主流，本書提供一條簡單易學的路徑，帶你從視覺化流程工具Node-RED入門，逐步整合YOLO物體偵測、Teachable Machine影像辨識與LLM大型語言模型，打造出屬於自己的智慧感知系統。全書以圖解＋範例方式呈現，並搭配專為本書設計的fChartEasy綠化開發套件，簡化安裝流程快速上手。不論是專題學生、教師或AIoT初學者，都能從中找到有用且完整的解決方案。 本書特色  視覺化開發×無痛入

非常適合課堂和家庭使用！ 您準備好參加有關細菌和健康的終極測驗了嗎？ 您是否想知道... 你怎麼會感冒呢？為什麼不該挖鼻孔？你身上寄生著哪些種類的細菌？乳牛對第一種疫苗有何貢獻？與 Quiz Champs 主持人 Barry Bacteria 一起尋找這些有趣問題的答案。測試您對主題的掌握程度，了解有趣的事實，並在過程中嘲笑一些愚蠢的笑話！ Quiz Champs 系列經過精心設計，為年輕學習者帶來有趣且有教育意義的學習體驗。已提供答案和其他資訊來幫助學習。 系列特色： 有趣的問答和笑話有趣、好玩的外觀和感覺適合年輕讀者的簡單語言吉祥物隱藏在25頁的書中盡可能融入幽默 Great for classroom and home use! Are you ready to take the ultimate quiz on germs and your health? Have you ever wanted to know ... how you catch a cold?why you shouldn't pick your nose?what kinds of bacteria are living on you?how cows contributed to the first vaccine?Join Quiz Champs host Barry Bacteria as you find answers to intriguing questions such as these. Test your mastery of the topic, learn fun facts and crack up at silly jokes along the way! The Quiz Champs series has been specially crafted to be a fun and educational learning experience for young learners. Answers and additional information have been provided to aid in learning. Ser

非常適合課堂和家庭使用！ 您準備好參加有關細菌和健康的終極測驗了嗎？ 您是否想知道... 你怎麼會感冒呢？為什麼不該挖鼻孔？你身上寄生著哪些種類的細菌？乳牛對第一種疫苗有何貢獻？與 Quiz Champs 主持人 Barry Bacteria 一起尋找這些有趣問題的答案。測試您對主題的掌握程度，了解有趣的事實，並在過程中嘲笑一些愚蠢的笑話！ Quiz Champs 系列經過精心設計，為年輕學習者帶來有趣且有教育意義的學習體驗。已提供答案和其他資訊來幫助學習。 系列特色： 有趣的問答和笑話有趣、好玩的外觀和感覺適合年輕讀者的簡單語言吉祥物隱藏在25頁的書中盡可能融入幽默 Great for classroom and home use! Are you ready to take the ultimate quiz on germs and your health? Have you ever wanted to know ... how you catch a cold?why you shouldn't pick your nose?what kinds of bacteria are living on you?how cows contributed to the first vaccine?Join Quiz Champs host Barry Bacteria as you find answers to intriguing questions such as these. Test your mastery of the topic, learn fun facts and crack up at silly jokes along the way! The Quiz Champs series has been specially crafted to be a fun and educational learning experience for young learners. Answers and additional information have been provided to aid in learning. Ser

非常適合課堂和家庭使用！ 您準備好參加自然奇觀的終極測驗了嗎？ 您是否想知道... 哪裡可以看到泥火山？為什麼有些湖泊的水是粉紅色的？哪裡可以找到漂浮的山脈？哪片沙漠有古代鯨魚化石？與 Quiz Champs 主持人 Wanda Waterfall 一起尋找這些有趣問題的答案。測試您對主題的掌握程度，了解有趣的事實，並在過程中嘲笑一些愚蠢的笑話！ Quiz Champs 系列經過精心設計，為年輕學習者帶來有趣且有教育意義的學習體驗。已提供答案和其他資訊來幫助學習。 系列特色： 有趣的問答和笑話有趣、好玩的外觀和感覺適合年輕讀者的簡單語言吉祥物隱藏在25頁的書中盡可能融入幽默 Great for classroom and home use! Are you ready to take the ultimate quiz on natural wonders? Have you ever wanted to know ... where to see a mud volcano?why some lakes have pink water?where you can find floating mountains?which desert is home to ancient whale fossils?Join Quiz Champs host Wanda Waterfall as you find answers to intriguing questions such as these. Test your mastery of the topic, learn fun facts and crack up at silly jokes along the way! The Quiz Champs series has been specially crafted to be a fun and educational learning experience for young learners. Answers and additional information have been provided to aid in learning.

非常適合課堂和家庭使用！ 您準備好參加自然奇觀的終極測驗了嗎？ 您是否想知道... 哪裡可以看到泥火山？為什麼有些湖泊的水是粉紅色的？哪裡可以找到漂浮的山脈？哪片沙漠有古代鯨魚化石？與 Quiz Champs 主持人 Wanda Waterfall 一起尋找這些有趣問題的答案。測試您對主題的掌握程度，了解有趣的事實，並在過程中嘲笑一些愚蠢的笑話！ Quiz Champs 系列經過精心設計，為年輕學習者帶來有趣且有教育意義的學習體驗。已提供答案和其他資訊來幫助學習。 系列特色： 有趣的問答和笑話有趣、好玩的外觀和感覺適合年輕讀者的簡單語言吉祥物隱藏在25頁的書中盡可能融入幽默 Great for classroom and home use! Are you ready to take the ultimate quiz on natural wonders? Have you ever wanted to know ... where to see a mud volcano?why some lakes have pink water?where you can find floating mountains?which desert is home to ancient whale fossils?Join Quiz Champs host Wanda Waterfall as you find answers to intriguing questions such as these. Test your mastery of the topic, learn fun facts and crack up at silly jokes along the way! The Quiz Champs series has been specially crafted to be a fun and educational learning experience for young learners. Answers and additional information have been provided to aid in learning.

非常適合課堂和家庭使用！ 您準備好參加有關事物運作方式的終極測驗了嗎？ 您是否想知道... 為什麼我們在睡覺時會做夢？蟲子如何幫助破獲一些犯罪事件？汽油如何為汽車提供動力？如果同卵雙胞胎有相同的指紋嗎？與 Quiz Champs 主持人 Gary Gear 一起尋找這些有趣問題的答案。測試您對主題的掌握程度，了解有趣的事實，並在過程中嘲笑一些愚蠢的笑話！ Quiz Champs 系列經過精心設計，為年輕學習者帶來有趣且有教育意義的學習體驗。已提供答案和其他資訊來幫助學習。 系列特色： 有趣的問答和笑話有趣、好玩的外觀和感覺適合年輕讀者的簡單語言吉祥物隱藏在25頁的書中盡可能融入幽默 Great for classroom and home use! Are you ready to take the ultimate quiz on how things work? Have you ever wanted to know ... why we dream when we sleep?how bugs help solve some crimes?how gasoline powers automobiles?if identical twins have the same fingerprints?Join Quiz Champs host Gary Gear as you find answers to intriguing questions such as these. Test your mastery of the topic, learn fun facts and crack up at silly jokes along the way! The Quiz Champs series has been specially crafted to be a fun and educational learning experience for young learners. Answers and additional information have been provided to aid in learning. Series

非常適合課堂和家庭使用！ 您準備好參加有關事物運作方式的終極測驗了嗎？ 您是否想知道... 為什麼我們在睡覺時會做夢？蟲子如何幫助破獲一些犯罪事件？汽油如何為汽車提供動力？如果同卵雙胞胎有相同的指紋嗎？與 Quiz Champs 主持人 Gary Gear 一起尋找這些有趣問題的答案。測試您對主題的掌握程度，了解有趣的事實，並在過程中嘲笑一些愚蠢的笑話！ Quiz Champs 系列經過精心設計，為年輕學習者帶來有趣且有教育意義的學習體驗。已提供答案和其他資訊來幫助學習。 系列特色： 有趣的問答和笑話有趣、好玩的外觀和感覺適合年輕讀者的簡單語言吉祥物隱藏在25頁的書中盡可能融入幽默 Great for classroom and home use! Are you ready to take the ultimate quiz on how things work? Have you ever wanted to know ... why we dream when we sleep?how bugs help solve some crimes?how gasoline powers automobiles?if identical twins have the same fingerprints?Join Quiz Champs host Gary Gear as you find answers to intriguing questions such as these. Test your mastery of the topic, learn fun facts and crack up at silly jokes along the way! The Quiz Champs series has been specially crafted to be a fun and educational learning experience for young learners. Answers and additional information have been provided to aid in learning. Series

一位老師在畢業聚會上給她的小學六年級學生最後一個要解決的問題。學生能否齊心協力找出答案並圓滿結束最後一年的學習呢？我是數學明星！系列包括具有挑戰性的數學難題，以故事形式呈現。透過引人入勝的故事情節，並使用各種數學啟發式技巧，逐步描述謎題，然後逐步解決，這些技巧也是世界著名的新加坡數學課程的一部分。透過插圖和引人入勝的故事情節，孩子們將學習數學啟發法，並受到啟發，堅持理解、表現和解決有趣的數學問題！系列特點：根據新加坡數學課程的規定，學習使用數學啟發法解決數學難題每本書都包含由 Yeap Ban Har 撰寫的解決問題指南A teacher gives her Primary 6 class one last problem to solve during their graduation party. Can the pupils work together to figure out the answer and end their final year with a bang?The I'm a Maths Star! series comprises challenging Maths puzzles, presented in story form. Puzzles are described and then solved, step-by-step, through an engaging storyline, and using various Maths heuristic techniques that are also taught as part of the world-renowned Singapore Maths curriculum. Through illustrations and an engaging storyline, children will learn Maths heuristics, and be inspired to persevere in understanding, representing, and solving fun and intriguing Maths problems!Series features:Learn to solve difficult Maths problems usin

一位老師在畢業聚會上給她的小學六年級學生最後一個要解決的問題。學生能否齊心協力找出答案並圓滿結束最後一年的學習呢？我是數學明星！系列包括具有挑戰性的數學難題，以故事形式呈現。透過引人入勝的故事情節，並使用各種數學啟發式技巧，逐步描述謎題，然後逐步解決，這些技巧也是世界著名的新加坡數學課程的一部分。透過插圖和引人入勝的故事情節，孩子們將學習數學啟發法，並受到啟發，堅持理解、表現和解決有趣的數學問題！系列特點：根據新加坡數學課程的規定，學習使用數學啟發法解決數學難題每本書都包含由 Yeap Ban Har 撰寫的解決問題指南A teacher gives her Primary 6 class one last problem to solve during their graduation party. Can the pupils work together to figure out the answer and end their final year with a bang?The I'm a Maths Star! series comprises challenging Maths puzzles, presented in story form. Puzzles are described and then solved, step-by-step, through an engaging storyline, and using various Maths heuristic techniques that are also taught as part of the world-renowned Singapore Maths curriculum. Through illustrations and an engaging storyline, children will learn Maths heuristics, and be inspired to persevere in understanding, representing, and solving fun and intriguing Maths problems!Series features:Learn to solve difficult Maths problems usin

本書的內容共分為三大篇，分別是：智慧電子商務（Smart Electronic Commerce）智慧科技應用（Smart Technology Applications）網路行銷與管理（Online Marketing and Management）各篇章的主題都很符合目前智慧電子商務的環境，研究也都有其深厚的學術理論與價值，學術性的嚴謹內容將來可能都會在相關的學術期刊發表，但是本書嘗試先以深入淺出的方式，讓非專業的讀者也能夠瞭解研究的發現。

◎A heartwarming story about curiosity, kindness, and loving your mother.◎Perfect for parents and children to share and experience the sweetness of family love.In a small house on a green hill, live two adorable and silly groundhog siblings.They dislike vegetables for breakfast, but they absolutely adore the cookies from their mother's bakery!The siblings steal an entire plate of cookies, sparking a hilarious and chaotic baking adventure for the groundhogs.They forget to divide the dough, resulting in a massive cookie that surprises and delights their mother...◎代理經銷：白象文化更多精彩內容請見http://www.pressstore.com.tw/freereading/9786263647886.pdf

★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──大在墨西哥邂逅了鋼琴手‧安東尼奧，為他的實力感到震驚不已，並邀請他成為巡演成員…在回到美國後，大與傑森分別，孤獨地開著車向東前行。用光盤纏、身無分文的大，在抵達阿布奎基後，尋得了新工作……!?─┤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

在 AI 模型不停推陳出新，生成的內容越來越逼真，你是不是也開始對 AI 躍躍欲試，但卻又不得其門而入呢？這本書的誕生，就是為了讓你我都能看得懂、用得上、不被落下。▌給上班族的你：媒體不斷報導 AI 的強大，一邊說它能提升效率，一邊又說它可能取代人類工作──其實與其恐懼 AI，不如學會了解 AI。當你掌握 AI 的能力與限制，就能把它變成你的助力，讓自己在職場中更有競爭力。▌給學生、新鮮人與轉職者：當企業逐漸看重具備 AI 能力的人才，你的履歷中有沒有實作經驗、能否與 AI 工具協作，都會成為關鍵加分項。然而學校不一定有教、網路資源又過於零碎，想要快速補足這塊技術的知識，你需要的是一套有系統的入門書。▌給關心下一代的家長：現在的年輕世代是「AI 原生族群」，生成式 AI 將會伴隨他們長大、學習、工作，甚至影響他們的創造力與價值觀。與其被科技隔閡拉遠，不如主動理解 AI 的樣貌與影響，陪伴孩子健康地使用 AI、成為真正的科技公民。無論你是上班族、新鮮人、轉職者、家長或學生，這本書都能幫助你打開 AI 世界的大門!正如書名中「⇄」符號所呈現的意義，希望帶領讀者了解各種「生成式 AI」應用與背後相關技術的來龍去脈，讓你用最輕鬆的方式，培養面對未來的 AI 素養與競爭力。現在就開始——你將不只是 AI 使用者，更是 AI 時代的參與者！本書特色: \ 一看就懂的生成式 AI 最強入門書 /貼近科技脈動，跟上 AI 技術發展腳步，吸收新知不落伍！涵蓋完整 AI 技術地圖：- 機器學習 (Machine Learning)- 深度學習 (Deep Learning)- 電腦視覺 (Computer Vision)- 自然語言處理 (NLP)- 聊天機器人 (Chatbot)- 生成式 AI (Generative AI)- 檢索增強生成 (RAG)- AI 代理 (AI Agent)- AI 倫理與未來思辨\ 52 個零基礎實作活動，讓你輕鬆玩懂 AI /從趣味實驗到真實應用，不懂程式也能動手玩：- 看懂 ChatGPT 的運作邏輯- 跟 AI 協作畫圖、創作音樂- 打造毛小孩的影像識別模型- 自動駕駛與 AI 道德判斷體驗- 用眼睛控制畫面、用聲音操控動作- 打造一個跟你對話的 AI 代理人- 用 RAG 檢索不同的資料- 請 AI 協助招聘的公平性反思還有更多實用又有趣的活

The 300 sentence pattern book is designed to make readers familiar with the most classical and useful English sentence patterns and learn to use them by practicing the translation drills. The core elements of any forms of English writings are idiomatic and grammatically sound sentences. Learning how to write a good English sentence is like constructing a building with solid bricks. So please learn to compose English writings in a down-to-the-earth way, that is, make the most of this sentence pattern book to build your linguistic proficiency as to write good English. 任何形式的英文寫作，其核心要素都是道地且合乎文法的句子，學習如何寫好一個英文句子，就如同用堅固的磚塊來建造一棟建築。因此，本書旨在讓讀者熟悉經典且最實用的英文句型，並透過翻譯練習學會實際運用；並指導讀者以踏實穩健的方式學習英文寫作。只要善加運用本書來累積語言實力，即可寫出優秀的英文文章。

The 300 sentence pattern book is designed to make readers familiar with the most classical and useful English sentence patterns and learn to use them by practicing the translation drills. The core elements of any forms of English writings are idiomatic and grammatically sound sentences. Learning how to write a good English sentence is like constructing a building with solid bricks. So please learn to compose English writings in a down-to-the-earth way, that is, make the most of this sentence pattern book to build your linguistic proficiency as to write good English. 任何形式的英文寫作，其核心要素都是道地且合乎文法的句子，學習如何寫好一個英文句子，就如同用堅固的磚塊來建造一棟建築。因此，本書旨在讓讀者熟悉經典且最實用的英文句型，並透過翻譯練習學會實際運用；並指導讀者以踏實穩健的方式學習英文寫作。只要善加運用本書來累積語言實力，即可寫出優秀的英文文章。

【核心賣點】本書作者周林浩Chau Lam Ho (Michael)老師在HKDSE Paper 2 Writing Part A 取得滿分成績，他結合多年英文教學經驗，總結出英文寫作15式，有助讀者成功拔尖，獲得佳績。精選15種英語體裁 (Sample Writing of Different Text Types)，分析體裁特點，提供範文，強調學習重點，並提供詞彙短語的近義形式 (Different Ways of Saying the Same Thing)　以及多樣化常用句式 (Alternative Expressions) ，全方位強化英文能力。【一句話推介】HKDSE Paper 2 Writing Part A滿分成績的Michael Sir，教你寫作15式，助你成功拔尖。【內容簡介】每次英文作文總想爭取高分，但一直未能達至拔尖水平嗎？在HKDSE Paper 2 Writing Part A 取得滿分成績的周老師，結合多年教學經驗，總結出英文寫作15式，有助成功拔尖，獲得佳績。 本書特點：1 精選15種英語體裁 (Sample Writing of Different Text Types) 從小學及初中英語課程裏精選日記、網誌、建議信、故事、看圖作文、公函等15種體裁，分析體裁特點，提供範文，強調學習重點。2 提供常用詞彙短語的近義形式 (Different Ways of Saying the Same Thing) 按「開心」、「傷心」、「生氣」、「緊張」等情感主題，提供近義表達方式。除了用happy表達「開心」之外，還可以用delighted、joyful、thrilled、scream with joy、give each other a fist pump 和 give a high five等，並且通過例句體現詞彙的用法。3 多樣化常用句式 (Alternative Expressions) 供靈活運用 掌握句式變化有助提升寫作水平，例如撰寫非正式建議信時，可組合運用多樣化的句式，例如：I used to have the same problem. I’ll tell you how I dealt with it and I believe you’ll no longer find it a problem soon.4 你也

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）

本書是一本學習Python程式設計的入門教材，也是一本入門人工智慧程式設計的基礎教材，可以讓初學者輕鬆自行建立相關的人工智慧應用。在內容上不只完整說明需要具備的Python程式設計能力，更詳細說明常見人工智慧應用的相關套件，可以馬上靈活運用這些套件來建立人工智慧應用，包含：物體識別和OCR文字識別等，最後實際運用Python來建立剪刀、石頭、布等手勢操控Windows應用程式、AI健身教練、車牌辨識和刷臉點名/報到等專案開發。本書特色1.從Python的基礎入門到人工智慧應用。2.使用圖解搭配程式實作奠定Python語言的基礎程式設計。3.使用fChart流程圖直譯工具，了解執行過程和除錯，訓練程式邏輯和解決問題的能力。4.豐富的人工智慧應用：人臉偵測與人臉識別、多手勢追蹤與人體姿態評估、手勢操控、影像分類、物體識別與OCR文字識別等。5.實際使用Teachable Machine網頁工具說明訓練AI模型的步驟和過程，輕鬆建立自己的深度學習模型與應用。

內容介紹: 用自己的電腦也能從零開始建構 LLM 模型！LLM 的參數真的非常多~ 動輒就數千億個參數，一般家用電腦是跑不動的；再加上 LLM 模型架構、注意力機制的運作都非常複雜，要深入理解也有不小的門檻。★ 機器學習專家 Sebastian Raschka 特別規劃了一整套的教練式教學，透過較小型的資料集，讓您能在一般電腦上跟著步驟實作，並逐步理解大型語言模型的架構與技術！- 本書涵蓋了建構 LLM 的完整過程，包括處理資料集、實作模型架構、注意力機制、使用無標籤的資料進行預訓練，以及針對特定任務的微調技術 (分類任務微調與指令微調)。- 書中每一步驟都有清楚的文字、圖解和程式範例，帶著你從零開始撰寫一個基礎模型，並將其進化為文本分類工具，最終創建一個能夠理解並回應對話指令的聊天機器人。★ 經驗豐富的開發者與初學者，都可以學習到如何一步步建構一個 GPT，掌握創建 LLM 所需的基本概念與實作技巧！- 如果是具備基礎機器學習知識、中階 Python 技能的讀者，作者提供了許多額外資源，包含完整程式碼範例 (GitHub 儲存庫)、參考文獻與延伸閱讀 (像是如何應用更大規模的模型參數)、優化訓練迴圈與進階的 LoRA 微調方法，讓您可以再進一步深入學習，持續往專家邁進！- 對於初學者來說，作者在附錄中有提供 PyTorch 基礎知識與安裝解說，而小編則在內文中適當添加註解，幫助讀者能更好地理解內容。另外，旗標更準備了 Colab 線上資源，讓您理論、實作都能暢通無阻。就算是程式語言小白，初入門也能無痛學習、打好 LLM 的基礎~一起提前起跑，搶佔 LLM 理論知識與 GPT 模型實作的先機，為自己投資一個無限的未來！本書特色: 「親手實現LLM，就能破解AI落地應用的層層關卡！」——溫怡玲｜人工智慧科技基金會 執行長▌專業推薦 ▌林筱玫｜台灣人工智慧協會 執行長 馬偉雲｜中央研究院 資訊科學研究所 副研究員郭興安｜永豐餘投控 資安長暨元信達資訊 總經理黃逸華｜美商WSP集團 臺灣區分公司 策略長蕭安助｜和碩聯合科技 人工智慧發展處 副總經理● 長年 4.5 顆星好評並翻譯成多國語言的暢銷書《Python Machine Learning》作者 Sebastian Raschka 又一最新力作 ● 本書於 Amazon 上獲 4.7 顆星好評

Female entrepreneurial motivation and growth intention: Moderating effects of marriage, motherhood and husband involvement for Taiwanese female entrepreneurs in small and medium enterprisesThe enigma of volatility: Exploring asymmetric threshold effects in U.S. bond futures prices during yield curve inversionsThe differential long-term and short-term impacts of risk factors on stock returns of financial holdings and traditional banks Are retail or institutional investors’ shareholdings and market turnover ratio determinants of the negativity of the security market line in the Taiwan stock?Reevaluating the effectiveness of fear appeals on purchase intentions for green products: The moderating effects of social value orientationDoes corporate image affect donation effectiveness? Evidence from the Taiwan stock market

本書內容共分為三大篇，分別是：智慧電子商務（Smart Electronic Commerce）智慧科技應用（Smart Technology Applications）網路行銷與管理（Online Marketing and Management）各篇章的主題都很符合目前智慧電子商務的環境，研究也都有其深厚的學術理論與價值，學術性的嚴謹內容將來可能都會在相關的學術期刊發表，但是本書嘗試先以深入淺出的方式，讓非專業的讀者也能夠瞭解研究的概況與發現。

Discover and learn with Timmy and Tammy! Become an expert reader, explore your home and beyond, and have fun with this bestselling series!The library is not just a place to borrow books. Every trip to the library is a chance for Timmy and Tammy to learn something new! Come join in the fun!EVEL 1‧For emerging readers‧Contains simple sight words and words to sound outLEVEL 2‧For growing readers‧Contains more complex sight words and words to sound outLEVEL 3‧For confident readers‧Contains longer, high-interest stories

Discover and learn with Timmy and Tammy! Become an expert reader, explore your home and beyond, and have fun with this bestselling series!The library is not just a place to borrow books. Every trip to the library is a chance for Timmy and Tammy to learn something new! Come join in the fun!EVEL 1‧For emerging readers‧Contains simple sight words and words to sound outLEVEL 2‧For growing readers‧Contains more complex sight words and words to sound outLEVEL 3‧For confident readers‧Contains longer, high-interest stories

Discover and learn with Timmy and Tammy! Become an expert reader, explore your home and beyond, and have fun with this bestselling series!Timmy and Tammy love walking in the Botanic Gardens. How many animals can they spot? And, will they have fun with new friends? Let's find out!LEVEL 1• For emerging readers• Contains simple sight words and words to sound outLEVEL 2• For growing readers• Contains more complex sight words and words to sound outLEVEL 3• For confident readers• Contains longer, high-interest stories

Discover and learn with Timmy and Tammy! Become an expert reader, explore your home and beyond, and have fun with this bestselling series!Timmy and Tammy love walking in the Botanic Gardens. How many animals can they spot? And, will they have fun with new friends? Let's find out!LEVEL 1• For emerging readers• Contains simple sight words and words to sound outLEVEL 2• For growing readers• Contains more complex sight words and words to sound outLEVEL 3• For confident readers• Contains longer, high-interest stories

Scratch! Scratch! When Milly the monkey tries milk for the first time, her whole body itches! Follow Milly as she figures out how to deal with her food allergy in this heartwarming story that teaches those with allergies and those without how to embrace differences and celebrate friendship!The Baby Bear Paediatric Care Series features stories of compassion, focusing on pressing conditions and illnesses faced by children in today's world. Through engaging storytelling and beautiful illustrations, children, parents and educators will learn about various childhood conditions, and how they are addressed by doctors and hospitals. The series aims to spark discussion, and to build awareness and hope in children and adults.ABOUT THE AUTHORSDr Catrin Kong is a paediatric resident based in KK Women's and Children's Hospital.Passionate in helping her young patients, she hopes to motivate children to confidently navigate their food allergies in an Asian culture where food is life.Dr Chong Kok Wee

Leroy the lion loves to roar and play with his friends, but one day, he falls sick with an illness he does not understand. Find out how Leroy faces leukaemia In this heartwarming story that builds ernpathy and understanding for those around us who may be in need of our love.The Baby Bear Paediatric Care Series features stories of compassion, focusing on pressing conditions and illnesses facing children in today's world Through engaging storytelling and beautiful illustrations, children, parents and educators will learn about various childhood conditions, and how they are addressed by doctors and hospitals. The series aims to spark discussion, and to build awareness and hope in children and adults.ABOUT THE AUTHORDr Christopher Seow is a paediatric doctor at the KK Women's and Children's Hospital. His special interests are in paediatric infectious diseases and paediatric oncology. He is also a proud parent of two beautiful daughters and particularly enjoys reading stories to them. While

物理治療是一種專業，物理治療師是健康照護的專業人員，服務對象包括由新生到老年的各年齡層，服務場域包括醫院、機構、社區與住家。優秀的物理治療師了解臨床情境瞬息萬變，物理治療具有科學的基礎，亦需要運用智慧與藝術達到最佳成果，不僅以治療疾病與失能為目的，而是幫助人們促進健康、防止老化或身體活動的降低，達到積極生活的目的。 本書以案例學習方式撰寫成書，藉由真實情境案例學習過程，是將教室課堂的學生角色轉變成合格稱職的臨床物理治療師之最佳方法。經由每一章案例的臨床決策過程之推展，融入情境而自然地深入學習，避免由閱讀一般傳統教科書的死記背誦。期盼本書能促進提升物理治療之教育水準，使學生均能達到「能因應物理治療專業之發展，依臨床實務變遷而作適當調適之能力」。 本書教你—— ˙具體生動與實際的案例教材，由淺入深地介紹物理治療常見之臨床個案˙由臨床案例學習物理治療的評估與介入設計˙深入解析個案處理模式在物理治療之應用˙活用國際健康功能與身心障礙分類系統（International Classification of Functioning, Disability and Health；ICF）˙配合問題導向學習（Problem-based learning；PBL）教學趨勢，強調學生為中心的主動式學習與翻轉教育˙突破傳統學習的限制，由案例刺激討論與活用，促進問題分析與決策能力˙強調以個案為中心的物理治療服務理念˙實證物理治療以及ICF的應用˙提供醫療院所、照護機構、輔具中心等不同場域的物理治療實例