Learning Data Science

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

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

風靡全球的兒少／成人科普繪本物理學家也讚嘆，量子物理原來可以這樣理解！★獲獎紀錄豐富－2018年英國少年雜誌最佳兒童設計／圖書銀獎 (Silver for Best Designed/Illustrated Book for Children)－2018年英國圖書設計與製作獎 (British Book Design and Production Awards)－入圍2019美國科學促進會／速霸陸汽車公司頒發的科學圖書優等獎（中級科學圖書類）(the 2019 AAAS/Subaru SB&F Prize for Excellence in Science Books (Middle Grades Science Book category))－獲選為「速霸陸愛學習計畫」(Subaru Loves Learning Program) 教材圖書，被開發為免費教材在全美進行推廣－獲選第79梯次「好書大家讀」 優良少年兒童讀物★各國爭相出版西班牙文、英文、法文、義大利文、德文、簡體中文、韓文、俄文等多種語言版本陸續出版，深受各國讀者喜愛。★亞馬遜網路書店評價 4.7 顆星，盛讚如潮！「圖畫可愛有趣，文字清晰易讀，作為一名科學家，我發現了以前我不知道的事情。」──亞馬遜讀者 5 星評論「如果你想讓孩子變聰明，這本書是必須的！」──亞馬遜 5 星評論★當當網好評率100%，點讚數直逼2萬！「不要低估小學生的理解力，我家那位竟然看得津津有味，還說要去查查普朗克是如何攻克什麼的，總之把老母親哄得一愣一愣，這本書他非常喜歡。」──當當網 10 星評論「這本書每一頁都有愛因斯坦老師給孩子講一些物理知識，兒子卡住不懂的時候會問我，其實我有些知識也是跟他一起讀這本書理解的。」──當當網 10 星評論【本書簡介】我們周圍的一切，包含我們自己，都是由小於奈米的微小顆粒組成。量子物理學是這些粒子的科學，沒有它，我們的電子設備都不存在。量子粒子的特性和行為很奇妙，和我們日常生活中所見的物體完全不同。透過這本豐富的圖解指南，愛因斯坦博士將帶領我們從牛頓的古典物理開始，介紹到普朗克的量子、光的波粒二象性、物質和反物質、量子糾纏、薛丁格的貓……帶你進入神秘又有趣的量子世界。【本書特色】◎獨一無二！量子物理啟蒙繪本量子物理在大多數的成人眼裡好比外星語言，本書卻從兒童的視角出發，把艱澀的原理變得簡

《快樂學數學》系列啟動孩子的算術能力大躍進！孩子將會愛上書中的可愛動物與有趣故事，並在當中學習序數、數數(counting)、跳數(skip counting)、加法、減法等數學概念。本系列每冊書中皆附贈互動素材(官網也提供素材檔案，可自行下載列印裁切)，讓每本書都是孩子動手體驗的學習工具。每則故事中也能讀到有趣的科學小知識，在快樂動手學習中，激發孩子對世界的好奇心與對數學的概念的理解。Jump start your child's advancement in numeracy with the Happy Learning Math series. Your child will delight in the fun stories about animals and encounter Math concepts, such as ordinal numbers, counting, skip counting, addition, subtraction and more.Materials for interactive play and links to printables are also included, turning each book into a hands-on experiential learning tool. Fun Science facts are also weaved into each story to spark your child's curiosity about the world.The set comes with bonus fun and interactive elements to reinforce your child's learning of Math concepts!

Your home is the perfect place for learning, fun, and sibling bonding!The Happy Learning Book for Siblings features 50 hands-on activities you can conduct in the comfort of your home. They are divided

For courses in introductory statistics. The Art and Science of Learning from Data Statistics: The Art and Science of Learning from Data, Fourth Edition, takes a conceptual approach, helping students u

當外星人登陸地球並要求你成為他的嚮導時，你會怎麼做？來自 Pootoon 的好奇外星人 Zolo 已登陸地球！史賓賽和路克需要引導他探索我們星球的奇蹟。加入古怪的三人組，踏上一生難忘的冒險之旅，從發現世界上最高的樹到重溫佐洛作為吊艙賽車手的秘密過去。Spencer Science 由來自 KooBits 的才華橫溢的插畫家和教育專家團隊創立，KooBits 是一家屢獲殊榮的教育科技領導者，自 2014 年以來在其平台上擁有超過 250,000 名活躍用戶。系列特點：• 掌握關鍵科學詞彙• 將科學應用於現實生活• 將學習與樂趣融為一體• 為孩子提供有意義的娛樂• 孩子們喜愛的幽默與古怪！What do you do when an alien lands on Earth and asks you to be his guide?Zolo, the curious alien from Pootoon, has landed on Earth! It's up to Spencer and LUKE to guide him through our planet's wonders. Join the quirky trio as they embark on the adventure of a lifetime, from discovering the world's tallest tree to revisiting Zolo's secret past as a pod racer.Spencer Science is created by a team of talented illustrators and education experts from KooBits, an award-winning EdTech leader with over 250,000 active users on its platforms since 2014.Series features:• Pick Up Key Science Vocabulary• Apply Science to Real Life• Blend Learning with Fun• Entertain Children Meaningfully• Humour and Wackines

當外星人登陸地球並要求你成為他的嚮導時，你會怎麼做？來自 Pootoon 的好奇外星人 Zolo 已登陸地球！史賓賽和路克需要引導他探索我們星球的奇蹟。加入古怪的三人組，踏上一生難忘的冒險之旅，從發現世界上最高的樹到重溫佐洛作為吊艙賽車手的秘密過去。Spencer Science 由來自 KooBits 的才華橫溢的插畫家和教育專家團隊創立，KooBits 是一家屢獲殊榮的教育科技領導者，自 2014 年以來在其平台上擁有超過 250,000 名活躍用戶。系列特點：• 掌握關鍵科學詞彙• 將科學應用於現實生活• 將學習與樂趣融為一體• 為孩子提供有意義的娛樂• 孩子們喜愛的幽默與古怪！What do you do when an alien lands on Earth and asks you to be his guide?Zolo, the curious alien from Pootoon, has landed on Earth! It's up to Spencer and LUKE to guide him through our planet's wonders. Join the quirky trio as they embark on the adventure of a lifetime, from discovering the world's tallest tree to revisiting Zolo's secret past as a pod racer.Spencer Science is created by a team of talented illustrators and education experts from KooBits, an award-winning EdTech leader with over 250,000 active users on its platforms since 2015.Series features:• Pick Up Key Science Vocabulary• Apply Science to Real Life• Blend Learning with Fun• Entertain Children Meaningfully• Humour and Wackines

圖解讓教學科技更簡單三大特色●一讀就懂的教學科技入門知識●文字敘述淺顯易懂、提綱挈領●圖表形式快速理解、加強記憶近幾十年，伴隨電腦與網際網路的蓬勃開展，教學科技的發展與應用呈現與過往截然不同的面貌。因行動載具（Mobile Device）的推陳出新與無線通訊科技的發展應用，讓學習可以隨時隨地的進行，創造行動與無所不在學習（Mobile and Ubiquitous Learning）的可能；因串流技術（Streaming）與巨量資料（Big Data）處理技術的愈加純熟，數位學習平臺（E-Learning Platform）乃應運而生，促成翻轉教室（Flipped Classroom）教育理念的應用與實踐；因新數位製造技術的發展，使虛擬實境（Virtual Reality, VR）與擴增實境（Augmented Reality, AR）技術日益成熟，將其運用在教育場域中，讓學習打破了時間與空間的限制；因個人電腦與通訊網路的結合，讓遠距學習（Distance Learning）成為數位學習（E-Learning）重要的一環，近年更因新冠疫情而成為實體教學重要的取替方式。本書將針對「行動學習」、「翻轉教室」、「虛擬與擴增實境」、「遠距教學」四項子題進行深究，就其基本意涵、可利用資源、教學應用等要項加以闡釋與例舉，期能提供21世紀的教育者與學習者，強化教學科技與媒體的理念與運用知能。

您準備好參加有關植物、動物、真菌和細菌的終極測驗了嗎？你是否想知道...植物如何自己製造食物？為什麼蜘蛛不是昆蟲？真菌如何幫助您製作披薩？細菌是長什麼樣子嗎？Quiz Champs 系列是經過專門設計，為年輕學習者提供有趣且具有教育意義的學習體驗。 該系列與新加坡小學科學課綱和劍橋小學科學課程保持一致，內含豐富的問題，以開拓小學生好奇心，並提供答案和附加資訊來幫助學習、複習和準備考試。Are you ready to take the ultimate quiz on plants, animals, fungi and bacteria?Have you ever wanted to know ...how plants make their food?why spiders are not insects?how a fungus can help you make pizza?if you can see what bacteria look like?Join Quiz Champs host Lily Ladybug 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. The series is aligned with the Singapore primary Science syllabus and the Cambridge primary Science curriculum, and also includes enrichment questions to stretch curious minds. Answers and additional information have been provided to aid in learning, revision an

您準備好參加有關生命週期的終極測驗了嗎？你是否想知道...番茄是水果還是蔬菜？如果大象真的懷孕快兩年了？如果毛毛蟲是蠕蟲？為什麼雄性蚊子不咬我們？Quiz Champs 系列是經過專門設計，為年輕學習者提供有趣且具有教育意義的學習體驗。 該系列與新加坡小學科學課綱和劍橋小學科學課程保持一致，內含豐富的問題，以開拓小學生好奇心，並提供答案和附加資訊來幫助學習、複習和準備考試。Are you ready to take the ultimate quiz on life cycles?Have you ever wanted to know ...if a tomato is a fruit or a vegetable?if elephants are really pregnant for almost two years?if caterpillars are worms?why male mosquitoes do not bite us?Join Quiz Champs host Carter Caterpillar 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. The series is aligned with the Singapore primary Science syllabus and the Cambridge primary Science curriculum, and also includes enrichment questions to stretch curious minds. Answers and additional information have been provided to aid in learning, revision and

您準備好接受有關物質的終極測驗了嗎？你是否想知道...雪是怎樣形成的？為什麼我們可以壓縮氣體但不能壓縮固體？當湖泊結冰時，魚會怎樣？如果沒有水循環會發生什麼？Quiz Champs 系列是經過專門設計，為年輕學習者提供有趣且具有教育意義的學習體驗。 該系列與新加坡小學科學課綱和劍橋小學科學課程保持一致，內含豐富的問題，以開拓小學生好奇心，並提供答案和附加資訊來幫助學習、複習和準備考試。Are you ready to take the ultimate quiz on matter?Have you ever wanted to know ...how snow is formed?why we can compress gases but not solids?what happens to fish when lakes freeze?what would happen if there was no water cycle?Join Quiz Champs host Isaac Ice Cube 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. The series is aligned with the Singapore primary Science syllabus and the Cambridge primary Science curriculum, and also includes enrichment questions to stretch curious minds. Answers and additional information have been provided to aid in learning, revision and preparation

1. 全方位智慧商業管理探討 本書共分為兩大篇：第一篇為理論與技術篇，主要將智慧商業相關理論、技術與應用，包含：大數據分析與商業智慧、物聯網技術、人工智慧、機器學習與深度學習等內容，進行系統性的說明與介紹；第二篇為產業應用篇，詳述物聯網（IoT）、大數據（Big Data）分析與人工智慧（AI）技術，在製造、零售、物流與供應鏈、金融及農業等產業的應用與發展趨勢，使讀者瞭解資料科學（Data Science）與資通訊技術（ICT），在現代化商業管理發揮的功能、優勢與價值。2.學界教學用書 本書將複雜的作業流程及營運模式，以生動活潑、易於明瞭的流程圖，搭配系統文字說明與呈現，給予讀者最佳的學習效果，有助於讀者瞭解智慧商業管理的運作、價值與產業應用。適合商業、金融、工業、農業與資訊等相關科系課程之大專院校及研究所師生，作為教學與產業研究的教課書。3.業界參考書 本書內容涵蓋在製造、零售、物流與供應鏈、金融、農業等產業，從事各類作業、營運管理或決策工作，相關資料科學（Data Science）與資通訊技術（ICT）的知識與觀念，適合從事製造、零售、物流與供應鏈、金融、農業及資訊等相關產業界人士，充實專業知識及內部教育訓練之參考用書。

《World of Science 科學世界》系列有趣的內容，能吸引孩子從樂趣中學習，同時透過豐富的擴增實境(AR)動態增進科學知識、活潑有趣的全彩漫畫培養對科學的熱愛。本套書涵蓋多元的科學主題，並符合亞太地區的劍橋小學課程大綱，並具有延伸內容，拓展小讀者的好奇心與科學思維。本系列包含一本特別版《Guss'Gutsy Adventures》，內容由A* STAR(新加坡科技研究局)的消化系統專家－Germaine Yong博士撰寫。 *本系列書擴增實境(AR)互動功能，需依書中說明下載APP(Snap Learn)後使用。The World of Science series engages, educates and entertains children, imparting scientific facts, while nurturing the love of Science through dynamic, full-colour comics enriched by Augmented Reality. All topics covered are in line with the Singapore primary Science syllabus and the Cambridge primary Science curriculum, and also offer beyond-the-syllabus insights designed to stretch inquiring young minds. This set includes a bonus Special Edition book Guss' Gutsy Adventures: An Augmented Reality Tale of a Young Bacteria Navigating the Human Digestive System, authored by A* STAR Scientist Dr Germaine Yong, an expert in the digestive system. The topics covered in this book are taught in the Singapore Science primary school syll

本書為暢銷書World of Science系列書中的特別版。A* STAR(新加坡科技研究局)的科學家Germaine Yong，想像一個名叫Guss年輕細菌，在人類消化系統中經歷了一場神奇的歷險，透過書中生動有趣的漫畫，使小讀者能夠了解我們的消化系統，跟著Guss一同冒險並學習如何保持健康！書中除了輕鬆活潑的全彩漫畫，最後還搭配相關英文詞彙填字遊戲，本書適合所有年齡層的讀者，讓我們一起了解人體的奧妙!*本書互動功能需依書中說明下載APP(Snap Learn)後使用。In this Special Edition comic book in the bestselling World of Science series, A* STAR scientist Germaine Yong imagines the human digestive system as an exciting journey for a young bacteria named Guss. Learn about the ins and outs of our digestive system and how to stay healthy, while having fun with Guss. And, augmented reality features will bring Science learning to life and engage readers of all ages!

本書為暢銷書World of Science系列書中的特別版。A* STAR(新加坡科技研究局)的科學家Germaine Yong，想像一個名叫Guss年輕細菌，在人類消化系統中經歷了一場神奇的歷險，透過書中生動有趣的漫畫，使小讀者能夠了解我們的消化系統，跟著Guss一同冒險並學習如何保持健康！書中除了輕鬆活潑的全彩漫畫，最後還搭配相關英文詞彙填字遊戲，本書適合所有年齡層的讀者，讓我們一起了解人體的奧妙!*本書互動功能需依書中說明下載APP(Snap Learn)後使用。In this Special Edition comic book in the bestselling World of Science series, A* STAR scientist Germaine Yong imagines the human digestive system as an exciting journey for a young bacteria named Guss. Learn about the ins and outs of our digestive system and how to stay healthy, while having fun with Guss. And, augmented reality features will bring Science learning to life and engage readers of all ages!

科學無處不在，但你知道科學就在你身邊嗎？睜開你的眼睛，讓我們一起發現科學吧！讓我們一起漫步在新加坡，與科學奇蹟不期而遇！本書提供豐富的全彩圖片與生動插圖，加上A*STAR(新加坡科技研究局) 科學家 Amalina Binta Ebrahim Attia 博士的的介紹，向讀者展示深受大家喜愛的新加坡景點，其背後的科學知識，並悠遊其中！使用書中搭配的擴增實境(AR)功能，可以觀賞Lina 博士所製作的影片，詳細介紹每個景點背後的科學奧秘！*本書互動功能需依書中說明下載APP(Snap Learn)後使用。Hello, little readers! Did you know that Science is everywhere, all around you? We can encounter and discover the wonders of Science unexpectedly as we walk around Singapore, so open your eyes and let's discover Science together! In this full-colour book, through an exciting combination of photography and illustration, A* Scientist Dr Amalina Binta Ebrahim Attia is going to show you the Science behind your favourite Singapore attractions and destinations for play and fun! So, are you ready to start? Let's Discover Science, Singapore!Use AR to access videos made by Dr Lina, where she further explains the science behind each attraction!

科學無處不在，但你知道科學就在你身邊嗎？睜開你的眼睛，讓我們一起發現科學吧！讓我們一起漫步在新加坡，與科學奇蹟不期而遇！本書提供豐富的全彩圖片與生動插圖，加上A*STAR(新加坡科技研究局) 科學家 Amalina Binta Ebrahim Attia 博士的的介紹，向讀者展示深受大家喜愛的新加坡景點，其背後的科學知識，並悠遊其中！使用書中搭配的擴增實境(AR)功能，可以觀賞Lina 博士所製作的影片，詳細介紹每個景點背後的科學奧秘！*本書互動功能需依書中說明下載APP(Snap Learn)後使用。Hello, little readers! Did you know that Science is everywhere, all around you? We can encounter and discover the wonders of Science unexpectedly as we walk around Singapore, so open your eyes and let's discover Science together! In this full-colour book, through an exciting combination of photography and illustration, A* Scientist Dr Amalina Binta Ebrahim Attia is going to show you the Science behind your favourite Singapore attractions and destinations for play and fun! So, are you ready to start? Let's Discover Science, Singapore!Use AR to access videos made by Dr Lina, where she further explains the science behind each attraction!

《World of Science 科學世界》透過全彩的生動漫畫，激發孩子對科學主題的興趣。本套書涵蓋多元的科學主題，並符合亞太地區的劍橋小學課程大綱。 書中結合擴增實境(AR)增強學習的互動與體驗，書中生動的3D立體人物對話、動物叫聲、植物型態，加上遊戲及小測驗，讓家長與孩子一同享受邊遊戲邊學習的樂趣。本系列特點：˙生動的全彩漫畫將吸引所有小讀者，同時也包括那些原本對科學不感興趣的小朋友。˙涵蓋了多元主題，提供獨特兼具教育與娛樂的綜合性科學教材。˙本系列漫畫與科學雜誌不同，不根據各冊主題更改書中架構及視覺設計，其一致性的整體風格與內容架構，多年來深受市場肯定，並使讀者更能深入認識主題與有效地學習。˙擴增實境(VR)的加入增強書中的互動性和體驗元素，透過動畫、3D人物、遊戲化和測驗，讓這系列套書在市場上獨樹一幟，其教育價值吸引家長，並深受喜歡邊學習邊娛樂的孩子們的歡迎。*本書擴增實境(AR)互動功能，需依書中說明下載APP(Snap Learn)後使用。 第二輯，共5冊：1. 了解事物運作的歷險記2. 偉大思想歷險記3. 與爬行動物和兩棲動物歷險記4. 與陸地動物的歷險記5. 自然奇觀歷險記The World of Science series engages, educates and entertains children, imparting scientific facts, while nurturing the love of Science through dynamic, full-colour comics enriched by Augmented Reality. All topics covered are in line with the Singapore primary Science syllabus and the Cambridge primary Science curriculum, and also offer beyond-the-syllabus insights designed to stretch inquiring young minds. In this set of five books, the titles are:Adventures with How Things WorkAdventures wit

《World of Science 科學世界》透過全彩的生動漫畫，激發孩子對科學主題的興趣。本套書涵蓋多元的科學主題，並符合亞太地區的劍橋小學課程大綱。 書中結合擴增實境(AR)增強學習的互動與體驗，書中生動的3D立體人物對話、動物叫聲、植物型態，加上遊戲及小測驗，讓家長與孩子一同享受邊遊戲邊學習的樂趣。本系列特點：˙生動的全彩漫畫將吸引所有小讀者，同時也包括那些原本對科學不感興趣的小朋友。˙涵蓋了多元主題，提供獨特兼具教育與娛樂的綜合性科學教材。˙本系列漫畫與科學雜誌不同，不根據各冊主題更改書中架構及視覺設計，其一致性的整體風格與內容架構，多年來深受市場肯定，並使讀者更能深入認識主題與有效地學習。˙擴增實境(VR)的加入增強書中的互動性和體驗元素，透過動畫、3D人物、遊戲化和測驗，讓這系列套書在市場上獨樹一幟，其教育價值吸引家長，並深受喜歡邊學習邊娛樂的孩子們的歡迎。*本書擴增實境(AR)互動功能，需依書中說明下載APP(Snap Learn)後使用。 第二輯，共5冊：1. 了解事物運作的歷險記2. 偉大思想歷險記3. 與爬行動物和兩棲動物歷險記4. 與陸地動物的歷險記5. 自然奇觀歷險記The World of Science series engages, educates and entertains children, imparting scientific facts, while nurturing the love of Science through dynamic, full-colour comics enriched by Augmented Reality. All topics covered are in line with the Singapore primary Science syllabus and the Cambridge primary Science curriculum, and also offer beyond-the-syllabus insights designed to stretch inquiring young minds. In this set of five books, the titles are:Adventures with How Things WorkAdventures wit

《Learning ACT（第二版）》這是張老師文化唯一一本以（英文）命名的書冊；並與國際出版速度同步接軌，略過一版，直奔第二版⋯研學ACT，終於來到雙眼發亮的時刻了；這是一條終南山捷徑，也是研學者必備的居家參考書。 《Learning ACT（第二版）》承接《ACT一學就上手》再串連本書的50個核心能力，並搭配練習題及參考答案。 我們希望閱讀本書的臨床工作者能夠開始運用ACT的心理靈活性模式和方

This book explores and investigates students’ skill acquisition and learning progress in Court Interpreting. Focusing on the language combination of Mandarin Chinese and English, this research project

Your home is the perfect place for learning, fun, and sibling bonding!The Happy Learning Book for Siblings features 50 hands-on activities you can conduct in the comfort of your home. They are divided

●　Panel-data迴歸是大量應用於經濟、統計、社會和醫學領域的熱門分析工具，研究者不可不學。●　本書內容結合「理論、方法、統計」，幫助您正確、精準處理Panel-data迴歸模型。●　完整剖析各項統計分析技巧，模型建立好簡單，迅速提升研究力！●　圖解操作流程，跟著老師的指示，無痛學習STATA指令功能。●　本書範例結合光碟檔案學習，帶領讀者熟悉軟體及統計觀念，一步一步深入分析。 要

Panel Data是一個越來越受到重視的資料型態，除了財經會計之外，一般社會科學對於分析Panel Data的需要也日益增加。本書除了介紹標準個體計量使用的Panel Data分析之外，也包括非定態Panel Data的分析，以及近年來相當引人注意的 Large Panel問題。►以資料分析的角度結合Panel Data的理論和實做：本書多以敘述方式講述理論，另外再輔以簡單的代數，讀者可以很快地

This book is designed to enable non-native English speakers to write science research for publication in English. It is a practical, user-friendly book intended as a fast, do-it-yourself guide for th

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。

全方位智慧流通與永續管理探討：本書共分為兩大篇：第一篇為理論與技術篇，主要將智慧流通相關理論、技術與應用，包含：大數據與人工智慧概論、物聯網技術、機器學習與深度學習等內容，進行系統性的說明與介紹；第二篇為產業應用篇，詳述物聯網（IoT）、大數據（Big Data）與人工智慧（AI）技術，在生產、零售與物流等產業的應用與發展趨勢，以及流通業因應減碳與淨零轉型，實現永續管理與發展目標，使讀者瞭解資料科學（Data Science）與智慧聯網技術（AIoT），在現代化流通與永續管理以及商業模式的運作中發揮的功能、優勢與價值。中華食品安全管制系統發展協會認證指定教材：中華食品安全管制系統發展協會﹙Chinese HACCP﹚審核通過，指定成為協會在學界與產業界，推動「HACCP智慧流通與永續管理師」與「HACCP智慧食品供應鏈與永續管理師」認證培訓課程的指定教材。同時本會與「英國皇家物流與運輸協會台灣分會(The Chartered Institute of Logistics and Transport in Taiwan, CILT Taiwan)」建立兩會合作與策略聯盟，成立「智慧流通與永續管理認證中心」，共同推動兩會相關智慧流通與永續管理認證課程。學界教學用書：本書將複雜的作業流程及營運模式，以生動活潑、易於明瞭的流程圖，搭配系統文字說明與呈現，給予讀者最佳的學習效果，有助於讀者瞭解智慧流通與永續管理的運作、價值與產業應用。適合食品餐飲業、商業、工業、農業與資訊等相關科系課程之大專院校及研究所師生，做為教學與產業研究的教科書。業界參考書：本書內容涵蓋流通產業在生產、零售、物流與永續管理等領域，從事生產、銷售與營運管理或決策工作，相關資料科學（Data Science）與資通訊技術（ICT）的知識與觀念，適合從事食品、餐飲、生產、零售、物流及資訊等相關產業界人士，充實專業知識及內部教育訓練之參考用書。

您準備好接受有關人體系統的終極測驗了嗎？你是否想知道...嬰兒真的比成人有更多的骨頭嗎？你的糞便是由什麼構成的？為什麼你的鼻孔長毛？你體內的哪塊肌肉一天 24 小時都在自行工作？Quiz Champs 系列是經過專門設計，為年輕學習者提供有趣且具有教育意義的學習體驗。 該系列與新加坡小學科學課綱和劍橋小學科學課程保持一致，內含豐富的問題，以開拓小學生好奇心，並提供答案和附加資訊來幫助學習、複習和準備考試。Are you ready to take the ultimate quiz on human body systems?Have you ever wanted to know ...if babies really have more bones than adults?what your poop is made of?why you have hair inside your nose?which muscle in your body works by itself 24 hours a day?Join Quiz Champs host Skip Skeleton 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. The series is aligned with the Singapore primary Science syllabus and the Cambridge primary Science curriculum, and also includes enrichment questions to stretch curious minds. Answers and additional information have been provided to ai

您準備好參加有關材料和磁鐵的終極測驗了嗎？你是否想知道...蜘蛛絲真的比鋼鐵還堅固嗎？動物糞便是否可以造紙？塑膠瓶需要多久時間才能分解？磁浮列車真的漂浮在空中嗎？Quiz Champs 系列是經過專門設計，為年輕學習者提供有趣且具有教育意義的學習體驗。 該系列與新加坡小學科學課綱和劍橋小學科學課程保持一致，內含豐富的問題，以開拓小學生好奇心，並提供答案和附加資訊來幫助學習、複習和準備考試。Are you ready to take the ultimate quiz on materials and magnets?Have you ever wanted to know ...if spider silk is really stronger than steel?if paper can be made from animal dung?how long a plastic bottle takes to break down?if Maglev trains really float in air?Join Quiz Champs host Perry Pencil 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. The series is aligned with the Singapore primary Science syllabus and the Cambridge primary Science curriculum, and also includes enrichment questions to stretch curious minds. Answers and additional information have been provided to aid i

The learning goals that center on the thematic units are set in accordance with the language proficiency levels, established by the ACTFL˙To Comply with the pedagogical principle of backward design to establish the teaching/learning goals for the intermediate learner of Chinese˙Integrates into its thematic contents the ACTFL-defined, three mores of language uses as well the 5C concepts˙Assist the learner to achieve holistic progress and to cultivate specific linguistic abilities of Chinese˙The selecting of keywords/phrases in thetextbooks is greatly in line with vocabulary levels defined by the HSK and by the TOCFL. The regional difference in language uses between the two sides of theTaiwan Strait are also meticulously annotated in the textbooks In recent years, the background of learners has become diversified, and the number of self-study students of elementary Chinese is also increasing. On the pedagogical front, however, learning materials, found to be biased towards school l

食蟻獸Abby對媽媽吃的螞蟻比她多感到不開心。但當她急著多吃一份時，她很快得到了慘痛的教訓。跟著食蟻獸們在草原上度過精彩的一天，學習跳著數五和十的數，並認識有關巨型食蟻獸的有趣小知識！《快樂學數學》系列啟動孩子的算術能力大躍進！孩子將會愛上書中的可愛動物與有趣故事，並在當中學習序數、數數(counting)、跳數(skip counting)、加法、減法等數學概念。本系列每冊書中皆附贈互動素材(官網也提供素材檔案，可自行下載列印裁切)，讓每本書都是孩子動手體驗的學習工具。每則故事中也能讀到有趣的科學小知識，在快樂動手學習中，激發孩子對世界的好奇心與對數學的概念的理解。Abby the Anteater is upset that her mother eats more ants than her.She quickly learns a painful lesson when she rushes for an extra serving.Follow the anteaters' eventful day at the grassland and learn to skip count by five and ten.Read fun facts about giant anteaters!Jump start your child's advancement in numeracy with the Happy Learning Math series. Your child will delight in the fun stories about animals and encounter Math concepts, such as ordinal numbers, counting, skip counting, addition, subtraction and more.Materials for interactive play and links to printables are also included, turning each book into a hands-on experiential learning tool. Fun Science facts are also weaved into each story to spa

鱷魚Casey牙痛。她的朋友是一隻珩鳥，主動說要幫助她拔掉牙齒。但是飛進鱷魚嘴裡是個好主意嗎？在河邊跟隨鱷魚可怕的一週，學習如何使用加法與減法，並認識有關尼羅河鱷魚的有趣小知識！《快樂學數學》系列啟動孩子的算術能力大躍進！孩子將會愛上書中的可愛動物與有趣故事，並在當中學習序數、數數(counting)、跳數(skip counting)、加法、減法等數學概念。本系列每冊書中皆附贈互動素材(官網也提供素材檔案，可自行下載列印裁切)，讓每本書都是孩子動手體驗的學習工具。每則故事中也能讀到有趣的科學小知識，在快樂動手學習中，激發孩子對世界的好奇心與對數學的概念的理解。Casey the Crocodile is having toothaches. Her friend, a plover bird, offers to help her pull out her bad teeth.But is it a good idea to fly into a crocodile's mouth?Follow the crocodile's dreadful week by the river and learn how to add and subtract.Read fun facts about Nile crocodiles!Jump start your child's advancement in numeracy with the Happy Learning Math series. Your child will delight in the fun stories about animals and encounter Math concepts, such as ordinal numbers, counting, skip counting, addition, subtraction and more.Materials for interactive play and links to printables are also included, turning each book into a hands-on experiential learning tool. Fun Science facts are also weaved into eac

大熊貓Puff 和 Poppy找到了一片竹林，但是這些竹子夠兩隻大熊貓吃嗎？跟著Puff 和 Poppy一起在森林中快樂地遊玩，學習除法，並認識大熊貓的趣聞！《快樂學數學》系列啟動孩子的算術能力大躍進！孩子將會愛上書中的可愛動物與有趣故事，並在當中學習序數、數數(counting)、跳數(skip counting)、加法、減法等數學概念。本系列每冊書中皆附贈互動素材(官網也提供素材檔案，可自行下載列印裁切)，讓每本書都是孩子動手體驗的學習工具。每則故事中也能讀到有趣的科學小知識，在快樂動手學習中，激發孩子對世界的好奇心與對數學的概念的理解。Puff and Poppy the Pandas find a bamboo forest.But are there enough bamboos for both pandas?Follow the giant pandas' delightful journey through the mountainous forest and learn division by two.Read fun facts about giant pandas!Jump start your child's advancement in numeracy with the Happy Learning Math series. Your child will delight in the fun stories about animals and encounter Math concepts, such as ordinal numbers, counting, skip counting, addition, subtraction and more.Materials for interactive play and links to printables are also included, turning each book into a hands-on experiential learning tool. Fun Science facts are also weaved into each story to spark your child's curiosity about the world.This book com

斑馬Zachary厭倦了躲避草原上的掠食者，他想小睡一下。但他睡著安全嗎？跟隨Zachary在大草原上度過驚心動魄的一天，提升「數感(subitizing)」和學習如何比較數量，並認識有關斑馬的有趣知識！《快樂學數學》系列啟動孩子的算術能力大躍進！孩子將會愛上書中的可愛動物與有趣故事，並在當中學習序數、數數(counting)、跳數(skip counting)、加法、減法等數學概念。本系列每冊書中皆附贈互動素材(官網也提供素材檔案，可自行下載列印裁切)，讓每本書都是孩子動手體驗的學習工具。每則故事中也能讀到有趣的科學小知識，在快樂動手學習中，激發孩子對世界的好奇心與對數學的概念的理解。Zachary the Zebra is tired from running away from his predators. He wants to take a nap.But is it safe for him to fall asleep?Follow the zebra's exciting day in the savannah and learn about subitising and comparing quantities.Read fun facts about plains zebras!Jump start your child's advancement in numeracy with the Happy Learning Math series. Your child will delight in the fun stories about animals and encounter Math concepts, such as ordinal numbers, counting, skip counting, addition, subtraction and more.Materials for interactive play and links to printables are also included, turning each book into a hands-on experiential learning tool. Fun Science facts are also weaved into each story to s

猩猩Olive 和 Oscar正在互相賽跑，看看誰能找到果實最多的大樹，最後誰會贏得這場比賽？跟著猩猩在熱帶雨林裡度過豐收的一天，學習跳著數兩個數字，並認識有關蘇門答臘猩猩的有趣小知識。《快樂學數學》系列啟動孩子的算術能力大躍進！孩子將會愛上書中的可愛動物與有趣故事，並在當中學習序數、數數(counting)、跳數(skip counting)、加法、減法等數學概念。本系列每冊書中皆附贈互動素材(官網也提供素材檔案，可自行下載列印裁切)，讓每本書都是孩子動手體驗的學習工具。每則故事中也能讀到有趣的科學小知識，在快樂動手學習中，激發孩子對世界的好奇心與對數學的概念的理解。Olive and Oscar the Orangutans race each other to find the tree with the most fruits.Who will win the race?Follow the orangutans' fruitful day in the rainforest and learn to skip count by two.Read fun facts about the Sumatran orangutans.Jump start your child's advancement in numeracy with the Happy Learning Math series. Your child will delight in the fun stories about animals and encounter Math concepts, such as ordinal numbers, counting, skip counting, addition, subtraction and more.Materials for interactive play and links to printables are also included, turning each book into a hands-on experiential learning tool. Fun Science facts are also weaved into each story to spark your child's curiosity about

本書講述了在教科書或科普書籍中找不到的科學發現的真實故事，書中所介紹的科學家是一個多元群體，從中國女化學家屠呦呦到「消化生理學之父」威廉·博蒙特(William Beaumont)和他身有殘疾的助手--亞歷克西斯·聖馬丁(Alexis St. Martin)，他們的研究開創了人類對於消化系統的認識，包含了地球科學、化學、醫學、與天文學四大主題。除了歷史之外，讀者還可以了解到每項科學發現背後的原理！後記為充滿好奇心的讀者提供了額外的資訊和延伸閱讀。介紹的科學家:• Walter & Luis Alvarez (物理學家，諾貝爾物理學得主)• Alfred Wegener(地質學家，提出大陸漂移說)• Mario Molina & Sherwood Rowland (化學家，發現臭氧層破壞)• Tu Youyou (醫藥學家，諾貝爾醫學獎得主)• Henri Becquerel(物理學家，開創放射性物理學)• Florence Nightingale (英國護士與統計學家)• William Beaumont & Alexis St. Martin (消化生理學家與他的助手)• Daniel Hale Williams(外科醫師，世界首例成功的心臟手術)• Arno Penzias & Robert Wilson(天體物理學家，發現了宇宙微波背景輻射)• Henrietta Swan Leavitt (天文學家，發現了星體亮度變化的規律)Science Discovery Files: 10 Forgotten Stories of Incredible Scientists tells real stories of scientific discoveries that you cannot find in textbooks or popular science books. The scientists featured are a diverse group, from female Chinese chemist Tu Youyou to William Beaumont and his handicapped assistant Alexis St. Martin, who helped pioneer studies in

什麼是生物醫學資訊學專家？他們的工作做些什麼呢？作者Kevin曾是一個像是你我一樣的孩子，但長大後他成為一名生物醫學資訊學專家！Kevin從小就熱愛科學和動物，這種熱情加上他的工程學天賦，使他成為一名專門研究生物醫學資訊學的小兒科醫生——使用資訊科學來改善醫療保健。Who Me? 系列是由科學家本人和范德比大學 (Vanderbilt University)的合著者一同撰寫。透過科學家們鼓舞人心的的傳記，讓小讀者了解到，科學家都是像我們一樣的普通人，因為對學習和發現新事物的熱愛，一路上努力學習，並為自己創造機會並爭取成為科學家的機會，在了解科學家的成長故事的過程中，讀者除了能從中認識基本的科學概念，也能認識科學家現在所從事的尖端研究。What is a biomedical informatics expert? What does he or she do?Meet Kevin, a kid like you and me, who grew up to become a biomedical informatics expert! Kevin grew up loving science and caring for animals, and this passion, combined with his engineering aptitude, turned him into a pediatrician specializing in biomedical informatics — using computers and data science to improve health care.The Who Me? series features inspirational biographies of scientists who young readers will be able to identify with as people like themselves. Written by the scientists themselves and co-authors from Vanderbilt University, the books are designed to help young readers understand that sc

《World of Science 科學世界》透過全彩的生動漫畫，激發孩子對科學主題的興趣。本套書涵蓋多元的科學主題，並符合亞太地區的劍橋小學課程大綱。書中結合擴增實境(AR)增強學習的互動與體驗，書中生動的3D立體人物對話、動物叫聲、植物型態，加上遊戲及小測驗，讓家長與孩子一同享受邊遊戲邊學習的樂趣。*本書擴增實境(AR)互動功能，需依書中說明下載APP(Snap Learn)後使用。第一輯，共

《World of Science 科學世界》透過全彩的生動漫畫，激發孩子對科學主題的興趣。本套書涵蓋多元的科學主題，並符合亞太地區的劍橋小學課程大綱。書中結合擴增實境(AR)增強學習的互動與體驗，書中生動的3D立體人物對話、動物叫聲、植物型態，加上遊戲及小測驗，讓家長與孩子一同享受邊遊戲邊學習的樂趣。*本書擴增實境(AR)互動功能，需依書中說明下載APP(Snap Learn)後使用。第一輯，共