Text analytics with Python

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！

The eleventh Branches early chapter book featuring everyone's favorite pug, Bub, and his human, Bella!Pick a book. Grow a Reader!This series is part of Scholastic's early chapter book line, Branches, aimed at newly independent readers. With easy-to-read text, high-interest content, fast-paced plots, and illustrations on every page, these books will boost reading confidence and stamina. Branches books help readers grow!Bub has a new hobby: BASKETBALL! He's so good, Bella convinces him to become a doggie basketball coach. Bub loves playing, but he isn't sure how he feels about being in the spotlight. Can Bub's friends help him balance being a SPORTS STAR with staying true to himself?With full-color artwork throughout, this funny and charming diary-format early chapter book is perfect for anyone who believes a furry pal is the best kind of friend.

In the next installment of this New York Times bestselling early chapter book series, Eva competes in the Owlympic Games!Pick a book. Grow a Reader!This series is part of Scholastic's early chapter book line, Branches, aimed at newly independent readers. With easy-to-read text, high-interest content, fast-paced plots, and illustrations on every page, these books will boost reading confidence and stamina. Branches books help readers grow!The Owlympic Games are about to begin at Treetop Elementary School! It's going to be a flaptastic week full of games, races, and owlmazing obstacle courses. Eva wants to be excited like all her other classmates--who wouldn't want to compete for a gold medal, after all? But as the Games begin, and the pressure to win starts to build, Eva is afraid of letting her team down. Will she be able to overcome her fears to compete for first place? With speech bubbles, easy-to-read text, and adorable characters, this New York Times bestselling series is perfect fo

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!

A sweet and spooky Halloween twist on a favourite rhyme, with a fold-out trick-or-treat party ending.Old MacPumpkin had a farm. Eek! Ahh! Eek! Ahh! Ohhh! And on that farm she had . . . a cat, a bat, a spider, a skeleton, a witch, a ghost and a MONSTER! Old MacPumpkin is too busy taking care of the farm animals to notice, until - Knock! Knock! Who's that at the door . . . ?With a playful text from Katrina Charman, winner of the Booktrust Story Time Prize 2021, and quirky illustrations from award-winning Georgie Birkett, this is the perfect Halloween picture book!

Discover how engineering is part of our daily lives with Everyday STEM Engineering--Civil Engineering. Engineering is all around us, from the roads on which we travel to the latest earthquake-proof buildings. It's even in space! Discover how civil and mechanical engineering helps us interact with society, see how engineering is helping save the environment, and meet the inspirational engineers whose designs make our lives easier, including Roma Agrawal, Reyhan Jamalova, Sarah Guppy, and David Aguilar. A "try this at home" section shows readers how to create a building made out of spaghetti, plus much more. With easy-to-understand text written by STEM expert Jenny Jacoby and lots of colorful artworks, photos and diagrams, readers can best explore where we encounter engineering and why it's even important at all. The Everyday STEM series makes science relevant to tweens. Instead of telling kids STEM is important and is the key to their future success, these books show readers how we use

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。

Discover how maths is part of our daily lives with Everyday STEM Maths - Amazing Maths. Mathematics is not just working out sums and equations for school - it's all around us and used in everyday situations. From photography and cooking to ballet and fashion design, maths is the building block of everything! Discover how watching rabbits and bees developed into a famous sequence, see the ancient Egyptians apply maths to pyramid building, and meet the inspirational mathematicians who brought numbers and symbols to life, including Marjorie Lee Browne, Archimedes and Maryam Mirzakhani. A "try this at home" section shows readers how maths helps you to read minds and how a sequence can turn you into an artist. With easy-to-understand text written by maths expert Lou Abercrombie, and lots of colourful artworks, photos and diagrams, readers can best explore where we encounter maths and why it's even important at all. The Everyday STEM series makes science relevant to tweens. Instead of tellin

Discover more from the world of Heartstopper with these 42 fully illustrated cardsDiscover more from the world of Heartstopper with these fully illustrated cards.Featuring Alice Oseman's artwork and behind-the-scenes details, you'll find all your favourite characters in this official Heartstopper deck, as well as conversation cards to help you explore essential themes raised by the books and Netflix series - including Pride, Allyship, Gender and Identity.42 ILLUSTRATED CARDS featuring favourite characters and notes on life.BY ALICE OSEMAN creator of the Heartstopper series.WITH ADDITIONAL TEXT from Lauren James, story consultant on the Heartstopper Netflix show.

In this follow-up to The Incredible Hotel, a crime disrupts the prestigious baking competition taking place at the hotel. But will detective Matilda be able to solve the case?The World Baking Competition is coming up. It is taking place at the Incredible Hotel and will be judged by guest of honor, Chef Tartine. Stefan has perfected his chocolate cake recipe, but on the morning of the event... the recipe is nowhere to be found!Luckily, the best detective in Delaunay is on hand – Stefan’s best friend, Matilda. Who could the thief be?! Everyone has their theory and Mr Starch, the hotel manager, is ready to point the finger at a baking saboteur...From exceptionally talented author Kate Davies and award-winning illustrator Isabelle Follath, this enchantingly illustrated and nostalgic picture book visits the same unique hotel as the previous book, depicted in characterful illustrations and described with whimsical and charming text. With a strong and smart femal

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。

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

Do you know all there is to know about dinosaurs? They're mean, green, and not very smart, right?Well, this book is here to show you that you're WRONG! But don't worry, even the experts can't be right all the time . . .From fossilized feathers to long-necked look-alikes, this ingenious book is packed with so many amazing dinosaur discoveries, you'll soon become a paleontology pro. Including jaw-dropping research that will debunk many myths about all kinds of prehistoric creatures-you'll never look at a pigeon the same way again!With fascinating, friendly, and easy-to-understand text written by zoologist Dr. Nick Crumpton and amazingly detailed color artwork on every page, this beautifully produced hardcover gift book with an incredible tactile cover will delight dinosaur fans of any age.

A pooch-tastic tale from bestselling author Steve Smallman packed with hilarious illustrations by Robert Starling.Head down to the Doggy Dance Off, where all the cool dogs meet to wag their tails and stomp their feet. There’s body-popping pug, Doug. Duke Doggy Doo, the punk rocker cockapoo! Eva, golden retriever and dance floor diva and . . . one mysterious masked dancer. Who is that body-popping, hand-jiving, groovy mover?This dazzling doggy dance off has a feline twist in its tail. With its fun rhyming text and upbeat colourful illustrations, alongside a fabulous message of inclusivity, Doggy Dance Off will have readers dancing for joy. Fans of Giraffes Can’t Dance by Giles Andreae, Tiger in a Tutu by Fabi Santiago, and Cindergorilla by Gareth P. Jones and Loretta Schauer, will love grooving along to Doggy Dance Off.

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

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

Meet Izzy the Inventor in a laugh-out-loud chapter book series that brings together science, magic and a very lovable unicorn. Packed full of illustrations and easy-to-read text, this series is perfect for newly independent readers and fans of Isadora Moon and the Kitty books.Izzy is perfecting her tickle machine for her INVENTION COMPETITION when she discovers teeny-tiny ogres are on the loose in her local park - and it's all her fault (she brought them back from Fairytale Land BY MISTAKE). Now Fairytale Land is in chaos! There are wolves chasing wizards and goblins are tormenting the poor fairies. Izzy must find the ogres with the help of her trusty friend, Henry the Unicorn, and bring them back to Fairytale Land. Can Izzy and Henry catch the ogres? And will she be back in time for her INVENTION COMPETITION?Every book contains ideas for science experiments and a QR code with links for more to try at home.

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。

A Caldecott Medal WinnerThis award-winning tale by the author of the classic book The Phantom Tolbooth is a love song to that special relationship between grandparents and grandchild. The kitchen window at Nanna and Poppy's house is, for one little girl, a magic gateway. Everything important happens near it, through it, or beyond it. The world for this little girl will soon grow larger and more complex, but never more enchanting or deeply felt. Her story is both a voyage of discovery and a celebration of the commonplace wonders that define childhood, expressed as a joyful fusion of text with evocative and exuberant art that garnered the highest honor in children's book illustration in 2006.

In the latest action-packed installment of this New York Times bestselling series, Drake must help free the brilliant Crystal Dragon!Pick a book. Grow a Reader! This series is part of Scholastic's early chapter book line, Branches, aimed at newly independent readers. With easy-to-read text, high-interest content, fast-paced plots, and illustrations on every page, these books will boost reading confidence and stamina. Branches books help readers grow!Griffith is in trouble! Drake and Rori travel to Greenshire to find him. They meet a boy named Llew who show them the Crystal Cave where Griffith was last seen. Once inside, they are attacked by Belydor, a Crystal Dragon who does not trust humans. Can Llew help the Dragon Masters gain the dragon’s trust and save Griffith?With engaging black-and-white artwork on every page, kids won't be able to put down this action-packed adventure!

Cachon Matching Supply with Demand, 4e is a clear, concise and more rigorous approach to an introductory Operations management course. Written by Wharton authors who use their guiding principles “real operations, real solutions” to bring the text and concepts to life, writing the majority of chapters from the perspective of specific companies. The “real solutions” refers to providing students with tools and strategies they can implement in practice and apply the author's models in a realistic operational setting. The authors strive for “real simple” by using as little mathematical notation as possible, focusing on many real-world examples and consistent terminology and phrasing throughout.

**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.

The tenth Branches early chapter book featuring the hilarious pug, Bub, and his human, Bella!Pick a book. Grow a Reader! This series is part of Scholastic's early chapter book line, Branches, aimed at newly independent readers. With easy-to-read text, high-interest content, fast-paced plots, and illustrations on every page, these books will boost reading confidence and stamina. Branches books help readers grow!Meet the cutest pug on the planet! Bella and Bub are at the beach with their friends Jack and Luna for a dog-surfing contest. But when Bub realizes the ocean is full of water, Bella's plans to win crumble like sand. Then Bub finds a treasure map! Will finding the treasure save the trip from turning into a total wipeout?With full-color artwork throughout, this funny and charming diary-format early chapter book is perfect for anyone who believes a furry pal is the best kind of friend.

Join lovable rescue dog Arfy—star of the New York Times bestselling picture book Can I Be Your Dog?—in his second Step 1 Comic Reader, perfect for readers ages 4-6. Comic Readers are told almost entirely in action-packed dialogue! Simple, graphic, paneled layouts introduce emergent readers to the joy of comics.Arfy loves his forever home! He has his sweet person and so many toys! Arfy wants to play but what should he play with? A ball! That's it! But there are so many kinds of balls! Some balls are too big, some too heavy, and others are too far away. Will Arfy be able to find the perfect ball for him? Tag along with Arfy on his newest adventure--illustrated with panels and speech balloons for a fun intro to comics!Step 1 Readers feature big type and easy words. Rhymes and rhythmic text paired with picture clues help children decode the story.Series Overview: 2 ARFY SiRs signed up:ARFY AND THE STINKY SMELL: Summer '23ARFY HAS A BALL: Spring '24

Magic, adventure, and friendship come together in Kwame's Magic Quest, an action-packed, fully illustrated early chapter book series perfect for fans of Dragon Masters!Pick a book. Grow a Reader! This series is part of Scholastic's early chapter book line, Branches, aimed at newly independent readers. With easy-to-read text, high-interest content, fast-paced plots, and illustrations on every page, these books will boost reading confidence and stamina. Branches books help readers grow!The day has finally come for eight-year-old Kwame to start Nkonyaa School and learn magic! Kwame is excited to begin magical training with his new friends at school, but he can’t access his magic powers! He starts to worry... what if he has no magic at all? Then his friend Fifi starts acting strange. Could an evil magical object be to blame?With engaging black-and-white artwork on every page, kids won't be able to put down this magical, action-packed adventure!

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

An explosive revelation and a familiar face heighten the mystery for Cruz and friends in the sixth book in this adventure-packed series.Still reeling from the life-changing discovery he found buried in the mysterious Archive, Cruz Coronado grapples with an important secret as the gang heads to China in search of the second-to-last piece of the cipher. Under the watchful eye of a new adviser, life on the ship returns to almost normal ... almost.Just as things seem to be going smoothly, a familiar face shocks Cruz back into reality, and the final piece in this life-and-death scavenger hunt veers toward a dead end.The paperback edition includes the same great content and back matter as the original hardcover.Explorer Academy features: Gripping fact-based fiction plot that inspires curiosity with new technology and innovations; amazing inventions and gadgets; a cast of diverse, relatable characters; secret clues, codes, and ciphers to track down within the text; vibrant illustrations; elem

A heart-pounding final showdown changes the life of Cruz Coronado forever in the seventh and final book in this thrilling fact-based fiction series. Amid assignments that take the Explorer Academy recruits from the iceberg-filled waters of Antarctica to the bone-dry deserts of Argentina, Cruz Coronado is scrambling to complete the last piece of the cipher. With Nebula agents and the elusive explorer spy still out there, his opportunity to recover his mother's world-changing formula is slipping away. But as Cruz has learned from his time aboard Orion, true explorers must never give up. Even after completing dozens of high-risk missions and traveling to all seven continents, Cruz could never prepare himself for one ultimate surprise. Explorer Academy features: Gripping fact-based fiction plot that inspires curiosity with new technology and innovations; amazing inventions and gadgets; a cast of diverse, relatable characters; secret clues, codes, and ciphers to track down within the text;

建立智慧型系統的概念、工具與技術「這是一本出色的機器學習資源，包含淺顯易懂的解說，以及豐富的實用技巧。」—François CholletKeras作者，《Deep Learning with Python》作者「本書是運用神經網路來解決問題的絕佳入門資源，涵蓋理論及實踐。推薦給想學習實用機器學習技術的人。」—Pete WardenTensorFlow行動主管深度學習在經歷了一系列的突破之後，已經推動了整個機器學習領域的發展。如今，即使是對於這項技術非常陌生的程式設計師，也能夠使用簡單、高效率的工具，寫出能從資料中學習的程式。這本暢銷書使用具體的例子、最少的理論，以及具備生產水準的Python框架(Scikit-Learn、Keras和TensorFlow)來協助你直接瞭解智慧系統的建構概念與工具。在這本第三版中，作者Aurélien Géron將探索一系列的技術，從簡單的線性回歸開始，逐步發展到深度神經網路。本書包含許多範例程式和習題來幫助活用所學，只要具備一些程式設計經驗即可入門。‧使用Scikit-Learn自始至終完成機器學習專案‧探索多種模型，包括支援向量機、決策樹、隨機森林，和集成方法‧運用無監督學習技術，例如降維、聚類法和異常檢測‧深入探討神經網路架構，包括摺積神經網路、遞迴網路、生成對抗網路、自動編碼器、擴散模型、轉換器‧使用TensorFlow和Keras建構和訓練神經網路，以進行計算機視覺、自然語言處理、生成模型和深度強化學習

Meet Izzy the Inventor in a laugh-out-loud fiction series that brings together science, magic and a very lovable unicorn. Packed full of illustrations and easy-to-read text, this series is perfect for beginner readers and fans of Isadora Moon and the Kitty books.Henry the unicorn is trapped in a tall tower in Fairytale Land and it's up to Izzy to save him. She's come with all her latest inventions - water balloons, catapults, musical instruments - but this time, her inventions alone can't save Henry. She's going to have to learn how to travel through time with the help of a bad-tempered gnome!Every book contains ideas for science experiments and a QR code with links for more to try at home.

Join Princess Truly on a magical Easter egg hunt -- featuring a page full of stickers!It's time for an Easter party! Princess Truly and her dog, Sir Noodles, are on the hunt for eggs and treats. There's a special guest at the party -- the Easter Bunny! But when it's the Easter Bunny's time to go, his wagon gets stuck! Princess Truly knows exactly what to do. With a shake of her magical, sparkling curls, she helps the Easter Bunny get on his way and saves the day!With its sweet rhyming text, adorable illustrations, and a full page of stickers, Princess Truly's Easter Egg Hunt is the perfect Easter basket gift and springtime read!

The legendary Star Dragon must battle the powerful Shadow Dragon in the latest action-packed installment of this New York Times bestselling series!Pick a book. Grow a Reader!This series is part of Scholastic's early chapter book line, Branches, aimed at newly independent readers. With easy-to-read text, high-interest content, fast-paced plots, and illustrations on every page, these books will boost reading confidence and stamina. Branches books help readers grow!Drake and the rest of the Dragon Masters are one step closer to stopping the Shadow Dragon from blanketing the world with its sky-shadow. They have the Star Flute! Now they just need to summon the Star Dragon. But first they must figure out how to play the flute. They will need to work fast! Can the Star Dragon help them save the world?With engaging black-and-white artwork on every page, kids won't be able to put down this action-packed adventure!

Build strong literacy foundations with leveled nonfiction minibooks and comprehension activities! Engage first-grade students in high-quality reading comprehension lessons that include picture dictionaries with words to know, plus comprehension, vocabulary, and scaffolded writing activities.Teach reading comprehension skills and nonfiction text structures to your first-grade students!Choose from 10 units that span a variety of grade-level topics or use them all!Illustrated nonfiction minibooks and two-page selections in this grade 2 book include a variety of content-area topics:Science:"We Need the Sun" Level C"Little Blue Butterfly" Level D"About the Wind" Level G"Water" Level GSocial Studies:"The Statue of Liberty" Level D"Looking at the United States" Level EBiography:"Winslow Homer, American Artist" Level C"Maria Martinez, Native American Potter" Level E"George Washington Carver" Level FHow-to:"How to Make the President's Breakfast" Level FEach unit includes:Teacher support pages w

．利用熱門的Python語言，深入解析APCS公告試題。．由基礎知識到解題技巧，以清晰易懂的方式闡釋程式設計核心觀念。．詳細探討觀念題的知識要點，徹底分析實作題的關鍵內容。．不再為APCS考試感到困惑，成功提升在APCS檢測中的表現，贏得競爭的優勢！使用「MOSME 行動學習一點通」，登入會員與書籍序號後，可自我練習，即學即測即評。評量：可在線上反覆練習書內題目。詳解：在線上即時練習書內題目後，可立即核對答案，查閱詳細解析。加值：提供本書的範例檔案、素材給讀者下載使用。

Though Nomoto is at peace with her sexuality, she can’t shake the uneasiness she feels when she struggles to relate to other lesbians’ stories. Meanwhile, Kasuga receives a text message that causes unwelcome memories to come rushing back…Luckily, the new year brings new friends—and as their dinner party of two expands, so do their feelings for each other!

Join Stephen the Christmas Sprout on his mission to spread the gift of kindness in this shiny, festive picture book. Also includes a Christmas Kindness Advent Calendar with 24 examples that little ones can follow to be kind too!Join Stephen the Christmas Sprout on his mission to spread the gift of kindness in this shiny, festive picture book with a funny rhyming text that will have children coming back for more.Say hello to a small green chap called Stephen Sprout!Stephen is no ordinary sprout, but a Christmas sprout who is on a quest to spread the gift of kindness and he needs your help! All of Stephen's friends are having wobbles and squabbles, so it's up to this sort-it-out sprout to save the day just in time for Christmas . . .Get stuck in by doing 24 acts of kindness with the help of Stephen's Christmas Kindness Advent Calendar, to bring some Christmas cheer into the world.

Princess Truly loves to help those around her, in these rhyming stories 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!Princess Truly knows how to help! Across three stories, Princess Truly lends a hand during her friend's moving day, she cleans up a stinky park with her magical curls, and she helps a farmer find his tractor key! These funny and empowering short stories promote believing in yourself, building confidence, and having a positive self-image. They foster imagination and curiosity, and are perfect for fans of Ada Twist, Scientist.With full-color artwork and easy-to-read rhyming text throughout, this series is just-right for new readers!

Adventure Friends Miguel and Clarke take a trip that’s OUT OF THIS WORLD, 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!Miguel and Clarke are on the look-out for their next great adventure. They go to the library to find ideas. Clarke reads about spies and Miguel reads about space. Across four short stories, Miguel and Clarke use the power of their imagination to travel to outer space, explore a new planet, make a map of the stars -- and they even encounter aliens!With easy-to-read text and full-color artwork on every page, this adventure-filled early reader series is sure to be a hit with beginning readers!

 Chapter1 資料的概念：在最開始的地方，以一系列的案例讓讀者認識到資料的價值（1.1），並且學習透過資料的型態（1.2） 和尺度（1.3） 來認識資料。  Chapter2 Python 基礎：對於沒有程式基礎的讀者，會從 Python的介紹和環境安裝（2.1 ∼ 2.2） 開始，並且介紹一些基礎的程式語法與邏輯（2.3 ∼ 2.4），讓讀者可以快速上手Python。  Chapter3 基本數值資料處理：分別介紹在資料分析中最常用到的NumPy（3.1） 和Pandas（3.2），讓讀者可以對各種基本的資料進行處理與分析。  Chapter4 各式資料處理：除了基本的數值資料以外，更進一步介紹對於影像（4.1 ∼ 4.2）、音訊（4.3 ∼ 4.4）、文字（4.5 ∼ 4.6） 類型資料的觀念與實作。  Chapter5 資料前處理：專門介紹各種拿到資料後要先做的前處理方式，包含資料清理（5.1）、資料轉換（5.2），以及如何進行合適的資料視覺化（5.3）。  Chapter6 其他專題補充：針對本書無法展開的內容，透過一個個小實作專題進行補充介紹，包含探索式分析（6.1）、網頁爬蟲（6.2）、機器學習與模型評估（6.3）、ChatGPT API（6.4）、HuggingFace（6.5）、資料管線（6.6）、常見誤區（6.7） 等。