Deep Learning with Python

An official treasury of fifteen stories from the world of Sylvanian Families – the perfect gift for Sylvanian fans, young and old!Enter the idyllic world of Sylvanian Families with this gorgeous official gift treasury, filled with fifteen magical stories featuring your favourite characters.Join Freya the Chocolate Rabbit and her friends as they have grand adventures in the countryside, dress up as mermaids in Sylvanian Land, and create unforgettable memories with their family and friends in the Village.With an illustrated map of the Sylvanian Village, character introductions and beautiful imagery throughout, Sylvanian Families: A Treasury of Tales is the perfect gift for fans to treasure.Sylvanian Families are one of the best selling and most beloved toys in the UK. Worldwide, the toys have sold over 230 million sets. Dive deep into the world of these classic toys, from Cedar Mountain to the Ballet Theatre, and join the Chocolate Rabbits, the Pookie Pandas and many more of your favouri

Don't miss this original canon prequel story set in the world of the Emmy® Award-winning Netflix animated series The Dragon Prince, with story by the creators of the series and of the New York Times bestselling Through the Moon (The Dragon Prince Graphic Novel #1).In the quiet town of Noct in the Human Kingdom of Katolis, a storm has been brewing. By the time young princes Callum and Ezran arrive, the community is in a state of panic. A mysterious force has been sweeping through town, putting any adult who encounters it into a deep sleep. Children recount what they saw -- some describe a beast, others a dragon, some even mention an elf – but is there truly something sinister at work, or have their imaginations gotten the best of them?While King Harrow, Aunt Amaya, and the rest of the adults attempt to solve the mystery, Callum and Ezran meet compelling forces of their own. While each prince has something to prove, they will need to work together if they want to get to the bottom of thi

Streamlit的優勢與安裝文字與資料展示元素資料視覺化與圖表元素多媒體展示元素使用者輸入類元件版面配置和容器元件狀態顯示與流程控制機器學習工作流程醫療費用預測Web應用銷售資料儀表板Web應用常常看到許多展示AI的網頁非常漂亮，心中都會想說，又要開發AI程式，又要寫網頁，一定是很大的工程吧！但這些漂亮的網頁，很可能也是AI工程師用非常簡單的方法開發出來的，靠的就是最新的Web框架Streamlit。隨著機器學習和資料科學的發展，將複雜的分析結果用簡單易懂的方式展示給非技術人員，變得非常重要。傳統的Web框架如Flask、FastAPI或Django雖然功能強大，但開發過程常常讓人抓狂，需要寫大量模板和視圖程式。這時，Streamlit這個神奇的Python函數庫出場了！它大大簡化了資料Web應用的開發過程，讓你只需使用熟悉的Python語言，就能快速建構出互動式的機器學習和資料科學Web應用。Streamlit的高效和強大功能，迅速吸引了無數資料科學家和機器學習工程師的目光。這本書會帶你從安裝、啟動一路學起，並詳細介紹各種展示元素，從文本展示到資料視覺化，從多媒體展示到使用者輸入元件，應有盡有。書中還會教你如何利用Streamlit進行標準的機器學習工作流程，並通過實戰範例，如基於隨機森林演算法的企鵝分類和醫療費用預測應用，讓你實際操作，學以致用。這些內容不僅讓你快速掌握Streamlit，還能大幅提升你在機器學習和資料科學Web應用開發上的效率與樂趣！

Unicorn and Yeti are magical friends who enjoy the world around them -- and each other -- in this book perfect for beginning readers!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Unicorn and Yeti go camping. Will they make yummy s'mores?Unicorn goes swimming in a hot spring. But Yeti thinks the water is too hot.They dance and enjoy a picnic under the night sky. Could the dazzling moon really be made of cheese?Best friends Unicorn and Yeti have lots of fun in these sparkly, laugh-out-loud stories. With full-color artwork, speech bubbles, and easy-to-read text throughout, this adorable book is perfect for new readers!

內容簡介這既是一本引導讀者如何使用ChatGPT低門檻、高效率學習Python數據分析與挖掘方法的著作，又是一本指導讀者如何使用ChatGPT精准、高效地進行Python數據分析與挖掘實操的著作。從讀者對象的角度看，本書既大大降低了沒有編程經驗的讀者學習Python數據分析的門檻，又為有經驗的Python數據分析師提供了大量實用的AI數據分析技巧，幫助他們快速轉型為具備AI能力的數據分析師。從核心內容的角度看，本書不僅講解了如何在數據預處理、數據清洗、數據可視化等基礎的數據分析環節使用AI工具，而且還講解了如何在聚類分析、預測分析等高級的數據建模環節使用AI工具。閱讀完本書，你將掌握以下知識：(1)數據分析、數據挖掘以及機器學習算法的基礎知識。(2)ChatGPT等AI工具的註冊及使用，以及如何使用這些AI工具學習Python。(3)使用ChatGPT輔助各種常見的數據操作和數據預處理。(4)使用ChatGPT輔助靜態數據可視化和數據交互可視化。(5)使用ChatGPT輔助聚類分析、關聯規則分析、回歸分析。(6)使用ChatGPT輔助學習降維算法、決策樹算法、隨機森林、k近鄰算法、支持向量機算法、神經網絡算法。(7)使用ChatGPT輔助數據建模以及對模型的性能進行評估和優化。本書採用由淺入深的寫作方式，既確保了內容的可理解性，又保持了足夠的深度，配有詳細的代碼示例和實踐指導，確保每位讀者能夠輕鬆上手並從中獲益，提升自己的分析效率和洞察能力。本書採用案例驅動的寫作方式，通過實際業務案例詳細拆解AI技術在各個場景中的應用步驟和技巧。語言簡潔易懂，理論與實踐結合，注重實用性和可操作性，幫助讀者快速掌握核心知識。提供豐富的實際案例和操作指南，涵蓋多種AI工具和交互技巧，確保讀者能夠學以致用。

A delightful, funny story about making friends and learning to communicate from award-winning and bestselling author–illustrator, Emma Yarlett.The lion is King and everyone in his kingdom is happy. Everyone, that is, except King Lion himself. The king feels lonely and decides he needs a friend. He tries everything: roaring “hello”, waving his paws, flashing a smile and even cracking a joke. But everyone just runs away. Then, feeling lonelier than ever, the king climbs up the tallest tower in his kingdom and roars and roars and ROARS! Now no one in the kingdom is happy. Until a little girl sees the king and comes up with a very brave plan to help him.A joyful, touching and vibrantly illustrated story.

新版書將 AI 協作各個部分整合到章節中，從 AI 幻覺的案例開始說明提示工程，到如何利用 AI 協助除錯、產生測試案例、分析問題、推薦語法，並以通用大語言模型 ChatGPT、Claude 與哈佛大學特殊用途 CS50.ai 助教來作說明。 本書分成基礎篇和應用篇兩個部分來引發讀者學習興趣，第一部分「基礎篇」主要在介紹 Python 程式語言的基本語法與基本套件。第二部分「應用篇」分別是：「AI 協作案例」、「人臉辨識」、「物件辨識」、「視覺化文字資料」、「簡單線性迴歸」、「簡單線性分類」、「地理資訊系統應用」、「序列資料處理」、「資料的動畫呈現」、「字元辨識、翻譯與語音轉譯」。讓讀者可以用非常少的程式碼，製作出各式各樣與 AI 和「資料科學」相關的應用系統。 本書有完整的學習地圖，讀者可以依循學習地圖來學習，部分「應用篇」的章節，不會用到所有「基礎篇」的內容，所以可以安排提前學習，讀者甚至可以自行規劃學習路徑。另外，本書大部分所使用的資料集都會重複使用，讀者也可以依據資料使用的前後關係來自行規劃學習路徑。

Though all our brains look the same, every brain works differently. This Is My Brain! shows readers that understanding how different brains feel and learn can help us connect with others . . . and keep our own brains happy! Through humorous, engaging text and brightly colored art, readers are introduced to the fundamentals of how our brains work, how our unique neurology influences how we think and act, and how the world is a better place when we understand each other’s brains and use them collectively.BRAINS ARE COOL: Whether it’s a fascination with the way brains look or how they work, kids enjoy learning about the human body, specifically the brain!UNDERSTANDING NEURODIVERSITY: Neurodiversity is something we are hearing more and more about. Parents and teachers are realizing the importance of helping kids understand that thinking differently is normal and that it is important for each of us to embrace our own brain’s uniqueness as well as value alternative ways of thinking by others

演算法圖解原理 x Python實作 x 創意應用王者歸來(全彩印刷)本書內容★★★★★【國內第1本演算法 + 創意實作】★★★★★★★★★★【彩色圖解演算法】【Python創意程式】★★★★★★★★★★【約700張彩色圖片+ 296個創意應用】★★★★★ 這是一本使用Python從零開始指導讀者的演算法入門書籍，閱讀本書內容，讀者可以學會下列知識的創意與潛在應用：◎演算法基本觀念　★ 主要內容：時間複雜度、空間複雜度　☆ 創意應用：一個要計算8411億年的程式◎陣列與鏈結串列　★主要內容：陣列、單向(雙向)鏈結串列、循環鏈結串列　☆創意應用：客戶資料管理、庫存管理系統、瀏覽器歷史記錄管理系統、音樂播放管理、醫療排隊系統◎佇列(Queue)　★主要內容：插入、讀取、串列模擬佇列　☆創意應用：模擬銀行排隊系統、生產者 - 消費者、網路封包處理、網站爬蟲的URL管理◎堆疊(Stack)　★主要內容：堆入push、取出pop、認識堆別在函數呼叫的角色　☆創意應用：模擬銀行排隊系統、生產者 - 消費者、網路封包處理、網站爬蟲的URL管理◎二元樹(Binary Tree)　★主要內容：建立、讀取、前序(中序與後序)遍歷二元樹　☆創意應用：表達式樹、家譜樹、網頁導航樹、遊戲AI決策樹◎堆積樹(Heap Tree)　★主要內容：建立、取出、刪除、最小(最大)堆積樹　☆創意應用：線上遊戲得分排行榜、物流中心的貨物調度、醫院緊急情況處理系統、電商平台推薦系統設計、多任務處理最短作業優先調度◎雜湊表(Hash Table)　★主要內容：雜湊表與陣列、效能分析、模組　☆創意應用：電影評分系統、電子郵件垃圾過濾器、社交媒體標籤系統、網頁瀏覽記錄、簡單的快取系統◎排序　★主要內容：泡沫、雞尾酒、選擇、插入、堆積樹、快速與合併排序　☆創意應用：社交媒體貼文按讚數排序、任務排序、KTV點播次數排序、影評排序、旅館價位排序◎數據搜尋　★主要內容：順序、二分搜尋、搜尋最大值　☆創意應用：順序搜尋商品庫存、二分搜尋法查詢書籍、順序搜尋電子郵件黑名單、書籍搜尋使用二分搜尋法◎回溯演算法　★主要內容：走迷宮、迷宮設計與堆疊　☆創意應用：排列組合、密碼生成、圖的著色、任務分配、走迷宮◎從遞迴看經典演算法　★主要內容：河內塔、八皇后、碎形、VLSI設計費波納契數列　☆創意應用：費波納契數列、排列組合、密碼

Super Cheat Codes and Secret Modes!: A Branches Book (Press Start #11)(全彩平裝本)Super Rabbit Boy World!: A Branches Book (Press Start! #12)(全彩平裝本)Super King Viking Land!: A Branches Book (Press Start! #13)(全彩平裝本)Super Game Book!: A Branches Special Edition (Press Start! #14)(全彩平裝本)Mega Mole Girl Digs Deep!: A Branches Book (Press Start! #15)(全彩平裝本)

Go on an amazing journey of discovery with the Very Hungry Caterpillar and learn about ocean wonders, from sharks to seamounts.Take a tour of the blue planet and discover everything you need to know about ocean geography and the animals that live beneath the waves.Topics range from individual sea creatures and their habitats, to how tides work and the ways in which we can look after the oceans. Bite-size chunks of information are complemented by captivating illustrations in Eric Carle's unique style, eye-catching photography, and simple how-it-works diagrams, while pull-out images and facts provide extra nuggets of interest. Young learners can find out all about marine mammals, deep sea fish, ocean zones, currents, islands, exploration, pollution, and much more in this one-of-a-kind introduction to oceans.For lovers ofThe Very Hungry Caterpillarand all bright young minds, this is the ultimate must-have oceans encyclopedia.

Perfect for children just learning to read, this highly original book is told entirely in speech bubbles with a repetitive use of familiar phrases. From the award-winning author of Don't Let the Pigeon Drive the Bus!Gerald is careful. Piggie is not.Piggie cannot help smiling. Gerald can.Gerald worries so that Piggie does not have to.Gerald and Piggie are best friends.Piggie cannot wait to play her new instrument for Gerald. But is she ready for his reaction...? Mo Willems creates another hilarious escapade starring the award-winning duo that will have early readers breaking into laughter from the first page.

Perfect for children just learning to read, this highly original book is told entirely in speech bubbles with a repetitive use of familiar phrases. From the award-winning author of Don't Let the Pigeon Drive the Bus!Gerald is careful. Piggie is not.Piggie cannot help smiling. Gerald can.Gerald worries so that Piggie does not have to.Gerald and Piggie are best friends.Gerald is tired and cranky. Will Piggie be in his dreams? Or will she keep Gerald from dreaming at all...? Mo Willems creates another hilarious escapade starring the award-winning duo that will have early readers breaking into laughter from the first page.

Behind the front lines of a crusade to scour the world of magic, the crew of a field hospital confront the horrors of war. A companion novel to Adrian Tchaikovsky's award-winning fantasy novelCity of Last ChancesCity-by-city, kingdom-by-kingdom, the Palleseen have sworn to bring Perfection and Correctness to an imperfect world. As their legions scour the world of superstition with the bright flame of reason, so they deliver a mountain of ragged, holed and scorched flesh to the field hospital tents just behind the front line.Which is where Yasnic, one-time priest, healer and rebel, finds himself. Reprieved from the gallows and sent to war clutching a box of orphan Gods, he has been sequestered to a particularity unorthodox medical unit.Led by 'the Butcher', an ogre of a man who's a dab hand with a bone-saw and an alchemical tincture, the unit's motley crew of conscripts, healers and orderlies are no strangers to the horrors of war. Theirs is an unspeakable trade: elbow-deep in gore they

This set of Q&A smart cards quizzes readers on all things U.S.A.—history, law, government, folklore, geography, pop culture, and more—great for test prep, review, and fun!It’s fun to be smart with Brain Quest America Smart Cards, a fast-paced Q&A game that helps kids ages 9 to 12 learn all about American culture and history––from the Bill of Rights to Rosa Parks to the only state named after a president--Washington! Packed with hundreds of curriculum-based questions covering laws, literature, inventions, arts, and the lay of the land, this set of trivia card decks asks: How well do you know the U.S.A.? Many answers now include background information and explanations that help put learning in context. All Brain Quest products are vetted by a panel of award-winning experts.

Blast off on a journey deep into our incredible Solar System. Turn pages, peek through holes and lift flaps to discover the secrets of planets, moons and the Sun. Visit rocky planet Mars, fly through an asteroid belt, see a storm raging on Jupiter, and discover what lies BEYOND our amazing Solar System.

The Inside Scouts help a giraffe with an upset tummy feel better in this full-color early reader series!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Viv and Sanjay are the Inside Scouts! Together, they help animals. They have a cool superpower -- they can shrink super small. A giraffe can't eat because her tummy feels sick. The Inside Scouts put on their suits, grab their tools, and get really small! They go inside the giraffe to find out what is stuck in her gut. And they work together to help the giraffe feel better!This series introduces beginning readers to the human body through mammals with similar anatomy -- and it does so in really fun ways! In this book, readers learn about the di

【新書簡介】本書分為四大部分。第1部分包括第1到13章，主要介紹Go標準函式庫的同步基本操作，包括互斥鎖Mutex、讀寫鎖RWMutex、WaitGroup、條件變數Cond、Once、Map、Pool、Context、 channel等，以及最新的原子操作知識，主要的重點在channel身上，最後還介紹了Go的記憶體模型。第2部分包括第14到18章，主要介紹Go官方的擴充函式庫和第三方的同步基本操作，包括訊號量、SingleFlight、CyclicBarrier、分組操作庫、限流庫等。第3部分包括第19章，主要介紹基於etcd的分散式同步（並發）基本操作。第4部分包括第20章和第21章，主要歸納總結Go的並發模式，並嘗試使用本書介紹的同步基本操作解決經典的併發問題。【本書看點】☆和C一樣快，和Python一樣好學的新一代程式語言★同步基本操作，互斥鎖Mutex、讀寫鎖RWMutex、WaitGroup☆條件變數Cond、Once、Map、Pool、Context、Channel★原子操作原理及實作☆Go的記憶體模式★Go官方及擴充函式、第三方同步基本操作☆訊號量、SingleFlight、CyclicBarrier、分組操作庫、限流庫★Etcd的分散式同步操作☆Go並發模式的實作★經典Go問題解決

Megabat wants to help his Daniel earn some money. But how? Easy! Become a STAR. The fifth laugh-out-loud book in this sweet and funny chapter book series featuring a talking bat, now available in paperback.Daniel's allowance is not going to cover the cost to fix his dad's phone screen, which he and Megabat broke. And he is out of ideas. Megabat has a GREAT idea: become famous! Famous people have lots of money.Daniel is also grounded, and being stuck inside is pretty boring. Megabat has no time to spend with bored Daniel, he's too busy learning the skill that will make him famous and rich.Daniel really doesn't like Megabat's new catchphrase, or his fancy new hairdo. Megabat will show him!When Megabat takes things too far and ruins Daniel's mom's dinner party with his "magic show," chaos ensues . . . and Daniel is not too happy. And Megabat learns there are some things that are more important than fame and riches. Kris Easler's adorable illustrations paired with Anna Humphrey's hilarious

AI助攻Python超級入門創意設計 x AI程式實作(全彩印刷)本書內容★★★★★【ChatGPT x Copilot x Gemini助攻】★★★★★★★★★★【創意設計】【潛在應用】★★★★★★★★★★【設計AI程式】★★★★★★★★★★【Python Shell】【Google Colab】★★★★★這是一本完全入門，充滿創意與描述Python未來潛在應用的書籍，閱讀本書內容，讀者可以學會下列知識的創意與潛在應用：◎程式設計基礎　☆創意設計：機器人、ASCII藝術作品、數學魔術、故宮到羅浮宮、地球到月球、Unicode藝術輸出、星空圖案、雞兔同籠、核廢水。　☆潛在應用：房貸。◎程式流程控制　★創意設計：情緒程式、火箭升空、推薦飲料。　☆潛在應用：使用者輸入驗證、遊戲開發中的決策制定、物聯網(IoT)中的條件響應、交通應用中的路線建議、社交應用中的隱私設置檢查、電子商務中的折扣促銷。◎串列(List)與元組(Tuple)　★創意設計：凱薩密碼、旅行包裝清單、生日禮物選擇器。　☆潛在應用：矩陣運算、遊戲棋盤、學生分數表、商品庫存清單、多國語言詞彙表、坐標系統、員工資料、時間序列數據、商品清單、學生成績表。◎迴圈控制　★創意設計：監控數據警報器、關鍵日誌、計時器、國王麥粒、購物車。　☆潛在應用：電影院劃位、簡易投票系統、簡易員工滿意度調查、訂單處理記錄、簡易客戶意見回饋收集、簡易聯絡人資料管理、監控系統。◎字典(Dict)　★創意設計：文章分析、星座字典、凱薩密碼。　☆ 潛在應用：圖書館、管理超市、員工管理系統、餐廳菜單系統、學生課程和成績表、食譜和食材清單、個人行程安排、遊戲角色和屬性。◎集合(Set)　★創意設計：雞尾酒。　☆潛在應用：統計獨特單字的數量、模擬抽獎系統、檢測兩個配置文件的差異。◎函數設計　★創意設計：時間旅行者、故事生成器、冰淇淋的配料、多語言字典。　☆潛在應用：字串雕塑家、數據偵探、圖片濾鏡應用、股票價格分析、語言字典、系統配置字典、城市氣象報告、書店庫存管理。◎類別(Class)　★創意設計：圖書館管理系統、餐廳點餐系統。　☆潛在應用：員工管理系統、產品庫存管理、會議室預訂系統。◎模組開發與應用　★創意設計：時鐘程式、圖書館管理系統模組。　☆潛在應用：提醒休息程式、效能測試工具、生日倒數計時器、年齡計算。◎檔案的讀取與寫入　★創意設計：詩歌

*An Instant New York Times Bestseller* The Secret Garden meets A Wrinkle in Time in Greenwild: The World Behind the Door, the first book in the most extraordinary new fantasy series.Open the door to a spellbinding world where the wilderness is alive and a deep magic rises from the earth itself . . . Eleven-year-old Daisy Thistledown is on the run. Her mother has been keeping big, glittering secrets, and now she has vanished. Daisy knows it's up to her to find Ma--but someone is hunting her across London. Someone determined to stop her from discovering the truth. So when Daisy flees to safety through a mysterious hidden doorway, she can barely believe her eyes--she has stepped out of the city and into another world. This is the Greenwild. Bursting with magic and full of amazing natural wonders, it seems too astonishing to be true. But not only is this land of green magic real, it holds the key to finding Daisy's mother. And someone wants to destroy it. Daisy must band together with a bo

A middle-grade graphic novel about a Taiwanese American girl navigating identity, bullying, and the messy process of learning to be comfortable in her skin.Between homework, studying, and Chinese school, Měi Yīng’s summer is shaping up to be a boring one. Her only bright spots are practice with her soccer team, the Divas, and the time spent with her năi nai, who is visiting from Taiwan. Although Měi Yīng’s Mandarin isn’t the best and Năi Nai doesn’t speak English, they find other ways to connect, like cooking guōtiē together and doing tai chi in the mornings.By the end of the summer, Měi Yīng is sad to see Năi Nai go—she’s the com­plete opposite of Měi Yīng serious professor mother—but excited to start fifth grade. Until new kid Sid starts making her the butt of racist jokes. Her best friend, Kirra, says to ignore him, but does everyone else’s silence about the harassment mean they’re also ignoring Sid . . . or her? As Sid’s bullying fuels Měi Yīng's feelings of invisibility, she m

Get lost in the newest fantasy from the author ofA Hunger of Thorns, on a beguiling journey behind the closed doors of a sinister secret society. Featuring a steamy enemies-to-lovers romance and a fight for the witching world that will get your heart racing.Merry doesn’t need a happily-ever-after. Her life in the charming, idyllic town of Candlecott is fine just as it is. Simple, happy, and with absolutely no magic. Magic only ever leads to trouble.But Merry’s best friend, Teddy, is joining the Toadmen—a secret society who specialize in backward thinking and suspiciously supernatural traditions—and Merry is determined to stop him. Even if it means teaming up with the person she hates most: her academic archnemesis, Caraway Boswell, an ice-cold snob who hides his true face under a glamour.An ancient Toad ritual is being held in the sinister Deeping Fen, and if Merry doesn’t rescue Teddy before it’s finished, she’ll lose him forever. But the Toadmen have been keeping dangerous secrets, a

張教授為國立聯合大學客家研究學院文化創意與數位行銷學系的教授，長期投身於AI與數位工具的教學與研究，參與了教育部人工智慧技術及應用領域課程計畫，以及教育部數位人文創新人才培育計畫，致力於推動人文社會學生程式設計、數位工具應用與人工智慧。近年來更關注人工智慧在客家領域的創新應用，尤其在自然語言生成、語音辨識、語音合成領域。為了引導人文學生能夠認識AI、親近AI、應用AI，本書分為第一部：從「零階：no coding 學AI」認識AI 基本概念，透過AI遊戲的圖像、語言、圖像的體驗，了解大數據、機器學習、深度學習等概念，開啟對AI 應用的想像力；第二部分：認識Python 的基本概念、歷史與應用；第三部分：聊天機器人，聚焦自然語言，帶領人文學科的學生能夠走入自然語言模型開發，從自然語言概念，到大數據爬蟲、翻譯系統、語音合成和辨識技術專案實作，最後進入「高階：自然語言模型訓練」，整合剖析本人利用深度學習技術開發臺灣客語翻譯系統和設計客語聊天機器人「阿知牯」的經驗。本書適合來自人文社會科學背景、對人工智慧感興趣的讀者，也適合資訊科技專業的學生和專家。本人身為客家人，也在聯大客家學院服務，特別關注AI 在客家族群和少數語言上的應用，在利用AI 於客家語音合成研發的突破外，在研發過程中，也發現AI 資料偏差問題（Data Bias），尤其是對於像客家這樣的少數族群，因此除了找回資料外，也需不斷的調整與校正，達到AI 生成、語音辨識的正確性。

Award-winning creators Mac Barnett and Christian Robinson tap deep into childhood curiosity with a mind-tickling ode to the open-ended.Not all questions have answers. Some have more than one answer. And others have endless answers, unfolding out to the edges of the world. In this spare yet expansive narrative, acclaimed author Mac Barnett poses twenty questions both playful and profound. Some make us giggle. Others challenge our assumptions. The result is a quirky, wandering exploration of where the best questions lead – to stories. Intriguing, richly interactive, and brought to vivid life by, Caldecott Honor Artist, Christian Robinson’s bright and whimsical illustrations, Twenty Questions is a charming invitation to speculate without limits and know no bounds.

Meet the little bear who's always hungry for honey and find 5 pop-up surprises inside! Join Pooh as he searches The Hundred Acre Wood for his friends: Piglet, Eeyore, Tigger, and Roo, and share with your toddler a character that you loved too. The lively, read-aloud rhymes encourage literacy and early learning, while the surprise pop-up scenes will delight curious preschoolers. With the help of parents and caregivers, toddlers will have fun turning the sturdy board book pages, guessing what's hiding under each flap, and then lifting the flaps to reveal Winnie and his friends, and play peekaboo! Ideal for interactive preschool play, Disney Winnie the Pooh Pop-up Peekaboo! will appeal to both parents and children and is certain to keep little ones entertained time and time again!

Zoya and her puppy Coco are excited for a glittery bedroom makeover in this full-color book perfect for beginning readers!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Zoya can't wait to paint her bedroom a new glittery color. But Zoya can't decide on just one color! So she decides she wants a fun, multi-colored room! Will Zoya -- with her puppy Coco's help -- be able to give her bedroom the perfect makeover?With Kai Robinson's vibrant, full-color artwork and Valerie Bolling's engaging, easy-to-read text throughout, this sparkly series is perfect for beginning readers!

Pet friends Sniff and Scratch have fun in the rain, in this laugh-out-loud, full-color book perfect for beginning readers!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Sniff and Scratch enjoy a rainy day! Across three laugh-out-loud short stories, these two best friends discover that rain can be fun, they share a funny encounter with a balloon, and they learn to be brave together when lightning strikes.These sweet, laugh-out-loud, pet-themed stories -- with color-coded speech bubbles, and easy-to-read text throughout -- are perfect for new readers!

**Nominated for Yoto Carnegie Medal for Illustration 2024**''Lush illustrations with cut-out details and unfolding flaps take readers on a joyous journey through Donaldson’s rhyming text.'' - GuardianA stunning book to encourage creativity, bursting with colourful landscapes to stimulate the imagination.Follow a little girl in Colours, Colours Everywhere as she paints her own adventure with her bright blue tree frog companion. With luscious green trees to climb and red hot air balloons to sail away in, young children will delight in the rhyming story and vibrant artwork while learning about different colours.A truly beautiful gift with flaps to lift and absolute must for the family bookshelf. From Julia Donaldson, bestselling author of The Gruffalo, and Sharon King-Chai, who together created the award-winning Animalphabet and Counting Creatures.

Explore the wild and wonderful world of birds with the Junior Scientists series for kids ages 6 to 9 From tiny hummingbirds to powerful eagles and everything in between--our planet is home to so many beautifully feathered friends! This big book of birds is packed with tons of cool facts and colorful photos that offer a fascinating peek into their lives. It's written especially for curious new readers, with engaging trivia and age-appropriate language that lets kids read and explore independently as they learn all about birds! 35 birds to meet-- Kids will discover a variety of bird species like flamingos, penguins, and barn swallows, and find out what they look like, where they live, what they eat, and more. Fun facts--Keep young readers fascinated with cool facts about how baby birds are born, if birds can get lost when they fly, and which water bird eats baby alligators! Learning in action-- You'll even find some activities to try, like helping your child measure their own wingspan, b

Learn all about bees with Maisy in this brand-new series celebrating our planet!Maisy is finding out about the bees in her garden and learning why they are so important for our planet. What do bees do all day? Where do they live? Little ones will discover the answers to these questions and many more in this colourful board book. Open out the final scene to see Maisy and the busy bees at work!Maisy’s Planet books are perfect for little nature-lovers aged from 18 months. Each sturdy, toddler-friendly board book celebrates a different feature of the natural world with bright colours, simple language and a fun open-out spread.

Explore the world of trees with Maisy in this brand-new series celebrating our planet!Maisy is learning all about different kinds of trees. What is a tree and how does it grow? How do leaves vary? How do trees change through the year and why don’t some trees change at all? Little ones will discover the answers to these questions and many more in this colourful board book. Open out the final scene and wonder at amazing trees from around the world!Maisy’s Planet books are perfect for little nature-lovers aged from 18 months. Each sturdy, toddler-friendly board book celebrates a different feature of the natural world with bright colours, simple language and a fun open-out final spread.Love our planet with Maisy!

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. Emerald's class are spending the day sea combing-picking up human rubbish that ends up on the ocean floor. When Emerald finds a precious teddy lying in a clump of seaweed, she's tempted to keep it for herself, but the tag says it belongs to a human called Jack.Emerald asks her land-loving friend, Isadora Moon, and Isadora's cousin, Mirabelle, to help her return it and together they embark on an exciting adventure across the land and sea!

For fans of Oliver Jeffers, this stunningly illustrated, whimsical picture book is about finding your own voice and learning how to connect with others through storytelling. A quiet child in a boisterous family, Emma Wen dreams of a world that is peaceful and silent. When she reads about the blue whale - with a heart so big her father could stand in it - she has an idea. She fashions a boat out of household objects and sails from her bedroom into the mouth of a whale, where she settles in happily. Emma has finally found her peace and quiet. That is until another child, Owen Tang, arrives inside the whale and is loud, noisy and "everything she is running away from". Emma and Owen's unlikely friendship blossoms inside the microcosm of the whale in a beautifully told story of friendship and finding your own voice in a world that is "filled with too much of everything, everywhere." With lush, irresistible illustrations and its balance of sensitivity and adventure, Xin Li's author/illustrat

In this fifth installment in the New York Times bestselling series from Edgar Award winner James Ponti, the young group of spies take on New York City in another international adventure perfect for fans of Spy School and Mrs. Smith's Spy School for Girls. The City Spies head to the Big Apple when a credible threat is made to a young climate activist who is scheduled to speak in front of the upcoming United Nations General Assembly. With Rio acting as alpha and a new member in their ranks, the team's mission to protect a fellow teen takes them on an exciting adventure in, around, and even under the greatest city in the world as they follow leads to the outer boroughs, the UN Headquarters, and even the usually off-limits stacks that extend deep under the main branch of the New York Public Library.

The Inside Scouts Viv and Sanjay help a lion with a leaky heart in this full-color early reader series!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Viv and Sanjay are the Inside Scouts! Together, they help animals. They have a cool superpower -- they can shrink super small. When a lion with a leaky heart needs help, the Inside Scouts know what to do! They put on their suits, grab their tools, and get really small. They go inside the lion to find the leaky spot. And they fix it together!This series introduces beginning readers to the human body through mammals with similar anatomy -- and it does so in really fun ways! In this first book, readers learn about the circulatory system as Viv and

InvestiGators: All Tide Up is the seventh adventure in the side–splittingly funny comic book series by John Patrick Green – perfect for fans of Bunny vs Monkey and Dogman.Laugh yourself silly with the InvestiGators! Crime fighting alligators Mango and Brash are back in All Tide Up – the seventh full colour comic book adventure by John Patrick Green. Perfect for fans of Dogman and Bunny vs Monkey.'Fast, fabulous, and fantastically funny' – Jamie Smart, creator of Bunny vs Monkey.When the captain of a cruise ship is found drifting at sea, the search begins for his missing ship and passengers. Did it sink? Was it boat–napped? Are there . . . supernatural forces at play?Mango and Brash can’t risk anyone else falling into the same boat. Can they unravel this madcap mystery before another ship ends up in deep water? Seas the day and sail away on this hilarious adventure to find out!The InvestiGators series is a hit with readers all of ages and covers positive themes like:Fun teamworkNever gi

This jam-packed collection of fun and simple science experiments for kids is perfect for the classroom or home. Stir up some sticky slime, build a solar system with rubber bands, power a speed boat using soap, and construct an erupting volcano, all with Home Activity Lab, which offers exciting experiments for budding scientists. Including a foreword by Professor Robert Winston, this stunning book includes 28 brilliant science projects using simple step-by-step instructions, everyday ingredients that can be found around the house, and amazing photography to guide you from start to finish. Each experiment describes the science behind the project, highlighting STEM facts with STEM icons pointing out the key science, technology, engineering, and math learning involved in each project. "Take it further" panels encourage young readers to experiment and take their projects to the next level, developing their independence, initiative, and creative thinking skills. Perfect for budding scientist

Little Explorers: Let's Go! is a first information series for curious youngsters from 3 to 6 years old about the familiar places we go. Let's explore the fire station!With sturdy flaps to lift on every page, little ones can have hands-on fun finding out about what goes on at the fire station. Young readers will enjoy opening doors, recognising each familiar object from the fire engine to the fire pole and learning all about the big bell atop the station.Meet a firefighter, a call handler and a fire chief, watch a team of firefighters spring into action when there's an emergency and find out just what firefighters do in their down time. This book features over 30 sturdy flaps to lift, along with charming artwork that introduces new concepts and vocabulary in a simple and accessible way.

Tuesday 12th AprilWe’re all still talking about our plans for the holidays and Fabi has had a GENIUS idea. When I get back from visiting my grandparents, we’re going to have a Finkelspark Club May Day treehouse sleepover. Can’t wait.The school holidays are coming up and Bea is excited to see family, practise magic and spend time with ALL her friends! It’d be perfect, except something’s up. Dad is OBSESSED with learning magic (he can’t even levitate a pea!) and Taffy keeps having to do some SERIOUS THINKING. What’s going on?Then Bea finds out Dad and Taffy’s secret… They want to get married! Bea’s To-Do list just got a lot longer – she’s got a wedding day to plan, MORE secrets to keep and magic to learn teach! With help from her family and friends (new, old and VERY OLD), Bea is determined to make everything PERFECT and throw the best party of the year EVER!A perfect potion of magic and mischief, DIARY OF AN ACCIDENTAL WITCH is THE WORST WITCH meets TOM GATES.PRAISE FOR DIARY OF AN ACCI