Python machine learning

The Walk in the Dark and Other Scary Stories: An Acorn Book (Mister Shivers #4)The Doll in the Hall and Other Scary Stories: An Acorn Book (Mister Shivers #3)(平裝本)Shadow in the Woods and Other Scary Stories: An Acorn Book (Mister Shivers #2)Beneath the Bed and Other Scary Stories: An Acorn Book (Mister Shivers #1)Jump into these spine-chilling stories from New York Times bestselling author Max Brallier, 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, and full-color artwork on every spread, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Who is waiting at the end of the dark hall? What is a monster doing on the beach? This scary story collection from New York Times bestselling author Max Brallier is perfect for beginning readers who are looking to be spooked. With

Jump into these spine-chilling stories from New York Times bestselling author Max Brallier, 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, and full-color artwork on every spread, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Who is at the end of the dark hall? What is a monster doing on the beach? This scary story collection from New York Times bestselling author Max Brallier is perfect for beginning readers who are looking to be spooked. With simple text, creepy full-color artwork on every page, genuine scares, and a spooky "invisible" message on the cover, these five hair-raising stories are sure to send shivers down your spine!

APCS為Advanced Placement Computer Science的英文縮寫，是指「大學程式設計先修檢測」。APCS考試類型包括：觀念題及實作題。觀念題是以單選題的方式進行測驗，考試重點在於程式設計概念、解決問題的運算思維或理解演算法的基礎觀念。在程式設計實作題可自行選擇以 C、C++、Java、Python 撰寫程式，本書的實作題程式是以C++為主。本書會以C++的語法架構為主，並根據APCS公告的觀念題及實作題，分別安排到各章的主題之中，主要目的就是希望讀者在學習完某一特定主題後，可以馬上測試相關的APCS觀念題，如此的安排更可以幫助各位讀者學以致用，清楚掌握考試的重點。為了降低讀者的學習障礙，本書範例都是完整的程式碼，以實作來引導觀念，全書程式都已在DEV C++的環璄下正確編譯與執行。期許本書能幫助各位具備以C++的程式設計基本能力，並完全具備應試APCS的程式設計實作能力，筆者相信經過本書的課程安排及訓練後，各位已紮實地培養了分析題目、提出解決方案及以C++設計程式的實作能力。

★ Linux 系列書累計銷售 16 萬冊 ★★ 最全方位、最親民的 Linux 入門指引 ★「學習」可以說是工程師的工作之一, 各種有機會用到的開發工具、軟體框架、程式語言, 都需要廣泛涉獵。但是 Linux 這個 IT 界無人不知的作業系統, 又總是令人卻步, 不知從何入門。為什麼高手好像用命令列就能做到任何事？實務上常用的功能又有哪些？確實, Linux的純文字介面如魔法一般難懂, 一行一行像咒語的指令, 讓 Linux 的學習難度成為一座陡峭高山。然而 Linux 絕對不是高不可攀的, 想攀登 Linux 的學習陡坡, 就讓本書做您的階梯, 與您一同前進！【IT 工程師的必經之路, 既然躲不掉、就一次把它搞懂！】雖然 Linux 看似很少人使用, 其實在網路伺服器、企業工作機台、嵌入式系統...等應用上處處可見, 我們的生活早已不能沒有 Linux！Linux 無所不在, 問世至今三十年來, 用途只增不減, 只要從事 IT 工作就一定會遇到。永不過時的技術, 怎麼能不學會？零基礎也不用擔心, 現在學一定來得及！【入門到進階, 逐行指令實戰演練】學了指令卻不知道怎麼用、遇到狀況又不知道該用什麼指令, 學習 Linux 總是出現這樣的瓶頸嗎？本書內容涵蓋基礎指令、帳號管理、檔案系統、工作排程、套件安裝、shell script ..等主題, 每章都精心設計常見情境, 詳盡列出完整輸入指令與真實系統回應, 讓您一一比對、循序漸進, 親手掌握 Linux 系統的大小事。【系統到應用, 全方位涵蓋實務需求】終於在 Linux 學會輸入指令、管理檔案、編輯文件了, 但這樣真的算是 "用 Linux 開發的工程師" 嗎？時下最需要的各種技術：版本控制、虛擬環境、容器化應用、機器學習套件...等, 在 Linux 上不會沒得用, 只會更好用！各種開發工具, 從環境建置到範例操作, 本書一應俱全, 完整發揮 Linux 的潛力, 讓您成為真正的 Linux 居民。本書特色:●以 Ubuntu 的文字模式為主軸, 適用各種 Unix-like 的應用場合。●手把手操作 Linux 指令, 搭配逐行詳盡解說, 零基礎也能無痛入門。●針對開發人員提供 Git版本控制、Python 虛擬環境、Docker、Anaconda、CUDA等開發環境的建置教學。●不只適用實體機器, 也收錄虛

在後疫情時代, 人們越來越注重身體健康, 平常除了去醫院進行健康檢查, 還有哪些方法可以得知自己的健康狀況呢？人類的生理器官雖然沒有嘴巴可以說話, 但是他們會發出不一樣的訊號, 我們可以透過這些訊號來觀察身體的狀況, 然而這些訊號往往需要專業且精密的儀器才能進行分析, 不過若是使用現今最熱門的技術 AI -人工智慧, 就能以簡單的方式來分析人體訊號, 本套件將帶你深入淺出學習人工智慧與生醫的應用, 一步步分析出身體的血氧、血壓、心跳等訊號, 讓 AI 為你的健康做把關！一開始我們會帶著大家獲取基本的訊號, 例如量測人體皮膚電阻值並建立無線網頁, 製作簡易測謊儀, 接著用現成的模組讀取血氧濃度, 一一探索人體訊號的奧秘。在蒐集訊號的同時, 伴隨而來的是 "雜訊", 這些雜訊有的來源於電腦變壓器、手機充電器或是光線干擾, 為了提取有用的訊號, 我們會特別說明可過濾雜訊的濾波器, 並教大家如何使用濾波器來繪製 PPG 訊號, 進一步獲得心率等訊息。在本套件中最重要的屬生醫2.0, 以往獲取生理訊號之後需要複雜的數學運算來獲得公式, 但生醫與人工智慧結合後, 輸入真實資料來訓練神經網路, 就可以訓練出自動找出公式的模型, 之後即可進行即時預測, 在範例中我們會利用神經網路來分析生理訊號所對應的人體體溫, 不僅實現生醫與 AI 的結合, 也較以往的酒精溫度計量測更加快速！本套件每個範例皆附有程式碼檔案, 即使是程式初心者, 也可以依照範例檔來製作屬於自己的 AI 生醫系統。本書特色: ● 血氧、血壓、呼吸與心跳等各種生理訊號大解密● 以 ESP32 蒐集真實資料, 訓練出分析生理訊號的神經網路● 配合網頁介面一步步搭建無線生醫系統● 現今最夯的 AI 與生醫結合, 讓 AI 貼近生活化, 初學者也能得心應手

AVM 與智慧製造的火花相遇32 年前，個人開始協助臺灣製造業導入作業成本管理制度（ABCM），設計製造業的 ABCM 過程中，最大的困 擾是無法快速簡易地搜集到工單或產品之設備、直接人工等之「原因」資訊，例如：時間、品質及產能等資訊。一般來說，設備之時間資訊大都儲存在「硬體」的機台裡， 如何將硬體、軟體及後來研發之 AVM 結合成一體，成為我的一大夢想。 每當為製造業設計 AVM 時，個人總是絞盡腦汁思考如何解決三者之整合課題，盡速讓夢想成真。皇天不負苦心人，6 年前協助町洋企業設計 AVM 制度時，吳上財董事 長表示，他公司長期發展的 iO-GRID 可以解決 AVM 在製 造業，尤其是中小型或微型製造業的資料搜集問題，我聽了喜出望外，更令人欣喜的是，町洋企業願意鼎力相助， 以最經濟實惠的方式來實現我的理想。讓我尤為感動的是， 吳董事長深具使命感，樂意將自己長期發展之創新技術，分享資源極為匱乏的臺灣中小型和微型製造業，讓他們也能夠達成數位轉型及升級之目的。 迎來智慧製造時代，臺灣企業紛紛投入資源「轉型」 及「升級」為工業 4.0 的企業，然而長期以來僅專注於「硬 體設備」的更新，忽略了「軟體」及「管理制度」的升級， 而中小型企業及微型企業受限於資源不足，對「智慧製造」 的領域只能望而興嘆。個人長期以臺灣的中小型企業作為 研究對象，深刻理解中小型企業的困境，尤其近年增添了 全球的競爭壓力及景氣不確定的因素，如今已來到不得不 生產升級及數位轉型的存亡之際。常言道：「危機即轉機」， 這兩年多來，個人率領團隊與町洋企業合作，透過各機台之感測器或控制器，輸入「類比資料」，以人機介面（Human Machine Interface, HMI）為媒介，輸出各機台的相關資訊到 町洋企業所開發之 iO-GRID 之中，由於 iO-GRID 儲存很多 「類比資訊」，因而需要運用邊緣運算（Edge computing） 技術將「類比資訊」轉換成「量化資訊」，這是智慧製造 最基本的資料搜集方法。町洋企業提供的簡易解決方案， 正好可以解決 AVM 對於「原因資料」搜集的難題，可以根 據如機台及直接人工等時間、品質及產能等原因資訊，迅速計算出「即時」的工單或產品之實際成本、品質成本及 產能成本等資訊，做為製造主管從事各種管理決策之參考依據。親眼目睹管理會計的 AVM 與智慧製造相融相合，迸

Beetle gives Stick Insect an attention-grabbing coat for his birthday - but is that what Stick Insect really wants? A delightful story about friends learning to understand each other. It's almost Stick Insect's birthday, and his fashionable friend Beetle can't wait to give him his present - a purple puffy coat! The coat draws a lot of attention and makes Stick Insect really stick out in the crowd. Beetle thinks that's terrific! He takes Stick Insect all over town, happily boasting and bragging (while Stick Insect waits behind a tree, in a pile of leaves, or under a bench).Oh, dear - maybe Stick Insect isn't as happy about the purple puffy coat as Beetle is! What can Beetle do to make Stick Insect feel more comfortable? Charming illustrations bring to life both characters' endearing struggles in this warm and humorous story about friendship and understanding each other.

Search through the Amazon Rainforest and find incredible animals in this exciting lift-the-flap pop-up book for little ones.Climb through the layers of the busy rainforest and discover lots of animals along the way. Babies and toddlers will love lifting the big flaps to find five peekaboo surprises pop up from the pages: a hungry anteater searching the forest floor for a snack, a spotted jaguar lounging on a tree branch over a busy river, a slithery snake winding its way through the leafy trees, a beautiful hummingbird sipping nectar from a pretty flower, and a playful monkey climbing to the treetops. Simple facts about habitats and animal life are carefully woven throughout the book, making it a fun and easy introduction to the topic of rainforest homes. The lively, read-aloud rhymes encourage literacy and early learning, while the beautiful pop-up scenes will surprise and delight curious preschoolers. With the help of parents and caregivers, toddlers will have fun turning the sturdy

★榮獲第62屆小學館漫畫獎、第20屆日本文化廳媒體藝術祭漫畫部門大獎、2016漫畫大獎第三名殊榮的爵士音樂神作★☆動畫電影預計2023年於日本上映☆★各界樂手、音樂家、教育家激推盛讚「最能激勵新手愛上音樂的漫畫」★☆專業音樂媒體「爵式WiJazz」監修☆身為音樂人，《BLUE GIANT》是你絕對不可錯過的爵士音樂神作，不是音樂人，《BLUE GIANT》會讓你想踏入音樂的世界──大在向師父‧由井拜師學藝後，終於和其他樂手合作，參與首次的Jam Session。在舞臺上竭盡全力的他，將窺見音樂邁向嶄新境界的階梯，令自己的樂音增添不同的力量────而後大決定離鄉背井出外闖蕩，向朋友、師父、父親和兄妹告別。在眾人的祝福下離開的他，究竟會迎來什麼命運────!?─┤各界音樂家、教育家熱情推薦├─吳俊良｜彰化愛樂室內樂團團長林義凱｜大村國小合唱團指揮 魏相英｜倫敦大學音樂教育碩士莊凱圍｜單簧管演奏家葉庭均｜樂壇新生代爵士鼓手Go Go Machine Orchestra ｜金音獎最佳現場演出獎入圍樂團

熟悉基礎，精通實戰。接續了上一本實戰篇的基礎，本書將介紹目前最流行的物體辨識和自然語言處理在圖神經網路上的最完整應用。當你熟悉了神經網路之後，接下來要精進的就是針對網路結果的強化及最佳化。在GNN的基礎上，針對目前最流行的視覺處理模型進行修改、架設及強化，並且實際應用在現有的平台上。本書的重點就是大量了使用現有的Python函數庫，並且應用了最新的資料集，讓你能真正看到資料套用在模型上的強大能力。在針對Pytorch的函數庫上，不但有視覺應用，更有號稱人工智慧明珠的NLP應用。使用了Torchtext以及NLP的唯一/最佳選擇Huggingface Transformers。而大家耳熟能詳，但又不知道怎麼用的模型，包括GPT-2、Transformer-XL、ALBERT、ELECTRA、DistillBERT等，在書中都有詳細介紹。另外為了解開DL的神祕，本書也難得介紹了Captum套件，讓深度神經網路更具可解釋性。本書最後也不忘介紹ZSL、這種極少量資料就可訓練高精度模型的方法。有關異質圖神經網路部分，也有大量DGL和NetworkX的範例，實戰篇+基礎篇兩本書，要不充分了解GNN都不行。本書亮點～GNN 最強實戰參考書～ 使用圖型的預訓練模型、Torschvision，GaitSet模型、CASIA-B資料集 高級NLP模型訓練及微調、BERTology、CBOW、Skip-Gram、Torchtext、spaCy 文字使用模型TextCNN來把玩IMDB資料庫 高階工程師才會用的Mist啟動函數、Ranger最佳化器 正宗NLP函數庫Huggingface Transformers詳解、AutoModel、AutoModelWithMHead、多頭注意力、PretrainedTokernizer

Who HQ brings you the stories behind the most beloved characters of our time.Bah humbug! Get to know the story of Ebenezer Scrooge and his tranformation from miser to hero in this addition to the What Is the Story Of? series.When Charles Dickens wrote A Christmas Carol in 1843, he likely had no idea that the story and its main character, Ebenezer Scrooge, would remain so popular nearly two centuries later. Today, readers still find themselves entertained by the story of a grumpy, selfish man who becomes a holiday hero after he learns generosity through the help of three spirits in Victorian-era England. Whether a Dickens fan or someone in love with all things "Christmas," readers will enjoy learning the history of this memorable character and his many appearances on the page, the screen, and the stage in What Is the Story of Ebenezer Scrooge?

重訓心靈肌肉 氣派優雅生活 人生高山低谷，永遠還在學！如何重訓心靈肌肉，優雅處理情緒和人際是一種專屬大人的風格。 人們都害怕停滯不前，不管是工作、生活、情感還是心態，我們都害怕自己表現得不夠「成熟」。 身為伊林娛樂創辦人、名模界教母的陳婉若，將自身經驗，結合時代潮流的變化，讓自己不論身在何處，時代如何轉變，總能回歸初心去學習新時代的事物，成為旗下名模們的最佳榜樣。 陳婉若將於本書分享自己的人生態度、職場經驗以及待人處世之道，讓我們共同成為氣派的大人。

★榮獲第62屆小學館漫畫獎、第20屆日本文化廳媒體藝術祭漫畫部門大獎、2016漫畫大獎第三名殊榮的爵士音樂神作★☆動畫電影預計2023年於日本上映☆★各界樂手、音樂家、教育家激推盛讚「最能激勵新手愛上音樂的漫畫」★☆專業音樂媒體「爵式WiJazz」監修☆身為音樂人，《BLUE GIANT》是你絕對不可錯過的爵士音樂神作，不是音樂人，《BLUE GIANT》會讓你想踏入音樂的世界──在師父‧由井的嚴厲指導下，已能將吹奏技巧與樂理活用自如的大，決定在高中最後一年的校慶上演出。在校園一片盛行搖滾與流行樂的風潮當中，唯有大獨自一人拿著次中音薩克斯風站在舞臺上。堅信自己的爵士「一定能撼動人心」的大，最後是否能如願以償───┤各界音樂家、教育家熱情推薦├─吳俊良｜彰化愛樂室內樂團團長林義凱｜大村國小合唱團指揮 魏相英｜倫敦大學音樂教育碩士莊凱圍｜單簧管演奏家葉庭均｜樂壇新生代爵士鼓手Go Go Machine Orchestra ｜金音獎最佳現場演出獎入圍樂團

A sweet, playful story of animal friendship that will help young readers overcome their fear of the dark and of the unknown. Warm, vibrant illustrations and a great read-aloud story make this picture book perfect for parents teaching their kids to be brave.One evening, Barnaby and his two friends are out for a moonlight stroll in the woods where they live. Although it's peaceful at first, they begin to worry: What was that large shadow? Are those dinosaur tracks on the ground? Is it a witch? Or could it just be another friendly animal on a walk?By confronting their fears and learning to be brave and explore, Barnaby and his friends set a great example for young children who are scared of the dark or whose imaginations run wild. Kids will relate to Barnaby and friends and, through their adventures, learn that they don't have to be afraid of anything!

An Unexpected Thing is a beautifully illustrated, touching children's picture book about facing fears, dealing with anxiety and learning to explore the world. Fred is afraid. Of everything.He spends his days jumping at loud noises, recoiling from scary shadows and hiding from new people. So you can imagine how he felt when a huge, menacing spot appears as if from nowhere. Too terrified to do anything else, Fred hides away from the spot and imagines all the awful things it could be...Luckily, Coco isn't afraid of anything! She loves exploring new things and sees the best in every new experience that comes her way. When Coco sees the spot she knows that it must be something wonderful. And she's going to find out what it is.And this time, Fred is going to come with her and face his fears once and for all. This is a story of different perspectives, overcoming those feelings of worry and uneasiness, facing your fears and finding out that the world isn't such a bad place afterall of all if y

One hilarious Harlem family is on a mission to find the perfect way to celebrate their Papa's fortieth birthday while discovering more about their mysterious grandparents in this heartfelt romp and latest installment to the New York Times best-selling series, perfect for fans of the Penderwicks. It's summer on 141st Street, and the Vanderbeekers are looking forward to Papa's surprise fortieth birthday party.But then Papa must leave town to help his best friend and the Vanderbeeker children are surprised to find their maternal grandparents on their doorstep. Grandma is very critical of everything they do.Meanwhile, they find themselves learning more about their papa's father than ever before, and wishing they could have known him a bit better. Can they learn more about the grandfather they lost and come to appreciate the grandparents they still have while making sure their papa has the best birthday ever?

Winnie and Wilbur are on their annual visit to the Worldwide Witches' Festival, meeting witches (and their cats) from all over the globe! They have a wonderful time partying, dancing and learning new spells. When the festival is over, Winnie and Wilbur hop on their broomstick and zoom off on a magical mystery tour to visit their new friends in a tropical treehouse, a castle by the sea and a house on top of a mountain! When they arrive back home, it's much tooquiet-but then there's a knock at the door... A jubilant and joyful story celebrating diversity and friendship, as Winnie and Wilbur discover how magical it is to make new friends and be part of a global community of witches.Korky Paul's intricate and spellbinding artwork is full of fun, mischief and mayhem!The best-selling Winnie and Wilbur series has been delighting readers both young and old since 1987 and Winnie and Wilbur have become favourite characters in homes and schools all over the world.

In The Chinese Idea of a University: Phoenix Reborn, Rui Yang conceptualizes the cultural foundations of modern university development in Chinese societies. Instead of focusing on the uniqueness of the societies, this book aims to prove that one educational purpose could be fulfilled via many paths, and that most of the characteristics the university could be found in other institutions of higher learning. Citing the practices of four selected Chinese societies, Yang opposes the existence of an impassable chasm between Chinese and Western ideas of a university and argues that it is possible to combine Chinese and Western ideas of a university. Also, this book is one of the first in English to theorize the Chinese idea of a university. It links the historical events to the present, in a context of an enormous impact of Western academic models and institutions, from the beginning of modern universities in Chinese societies to the contemporary period.

犀牛媽媽Riley正在和小犀牛Ryker玩捉迷藏。她聽到森林裡的聲音。會不會是Ryker？Riley衝向聲音來源，但她沒有看到樹，於是一頭撞上了大樹！跟隨犀牛們在熱帶雨林中嬉戲冒險，學習如何從一數到十，並學習有關蘇門答臘犀牛的有趣小知識！《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。Riley the Rhinoceros is playing hide and seek with her calf, Ryker. She hears noises in the forest. Could that be Ryker? Riley charges toward the sounds.She does not see the trees and crashes into them!Follow the rhinoceros' playful adventure in the rainforest, and learn about ordinal numbers and counting to ten.Read fun facts about the Sumatran rhinoceros!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, t

You’ll learn all about the different kinds of firefighters you can be in this Level One I Can Read from the community helper series.My brother and I both want to be firefighters, but we can’t decide what kind to be. When firefighters from Fire District One visit our school for Fire Safety Day, we learn that there are firefighters who fight forest fires and work at airports to help with airplane emergencies. Did you know that there are other kinds of firefighters too? There are firefighters who figure out how a fire started and fight fires before they even happen. Maybe I’ll be a firefighter too!I Want to Be a Firefighter is part of an I Can Read series that introduces young readers to important community helpers. This Level One I Can Read is perfect for children learning to sound out words and sentences.

A behind-the-scenes tour of the magnificent Royal Opera House in London, thirty minutes before curtain up, led by Figaro the cat.It’s opening night of The Nutcracker, and the performers at the Royal Opera House in London are busy getting ready to step out onto the stage. Meanwhile, Figaro – the opera house’s resident cat – is poised to take readers on a behind-the-scenes tour to meet the many people working to make tonight’s performance a resounding success.This backstage tour of the Royal Opera House takes readers from department to department to discover what’s involved in putting on a performance such as The Nutcracker. Featuring examples from key works of opera and ballet, highlights of the tour include trying on the Mad Hatter’s wig from Alice in Wonderland; practising for a fighting scene from Romeo and Juliet; putting the finishing touches on the Sugar Plum Fairy’s tutu; learning to ‘play dead’; and creating explosions on stage.Including an introduction to a classical orchestra,

搞懂不會背叛你的數學，進一步提升你的程式功力！ 本書透過圖表解說人工智慧與資料科學領域的相關數學知識，並告訴你如何將其轉換為程式碼，除了可以吸收關於數學的知識之外，也能立即運用在工作上。 透過機率統計的學習，了解如何改善業務流程 本書將AI與資料科學的相關數學知識分成四大篇，第一篇的「機率統計、機器學習篇」介紹的是了解工作情況，篩選出必要資訊的流程，以及位於這個流程背後的機率統計、機器學習的數學知識。能掌握工作情況就能知道該如何改善相關業務，也能進一步觀察未來的變化。 了解最佳化的步驟，學會職場所需的最佳化流程 第二篇「數理最佳化篇」介紹最佳化業務的流程，以及解決業務問題的方法。要最佳化業務，就必須先了解哪些部分需要改善效率，換言之，最佳化的重點在於找出問題。了解最佳化的步驟與問題的種類，就能學會工作職場所需的最佳化流程。 透過預測病毒的傳播模式，了解相關的數學理論 第三篇「數值模擬篇」則以傳染染病的傳播為主題，學習預測這類傳播模式的微分。只要了解微分，就能了解病毒的傳播模式，也能利用動畫說明傳播模式與製作出臨場感十足的簡報。最後的「深度學習篇」則會先說明近年來發展神速的深度學習技術原理，再說明這些原因都於哪些技術或職場應用。 來自讀者的讚譽 「這是我買過最實用的書」 「這本書可以讓你知道如何將數學應用在現實世界的工作之中」 「這本書拯救了文科出身，在工作上又不得不面對數學的我」

中文領域第一本研究波斯大詩人奧瑪．珈音(Omar Khayyam)《魯拜集》(Rubaiyat)的專著，重在比較研究珈音的思想及其四行詩的詩意與中國文化或隱或顯的關係。作者對珈音的作品與中國儒道釋三家思想，屈原、李白、杜甫、邵雍、蘇軾的詩詞，《紅樓夢》的文化意蘊，以及文化大師陳寅恪的獨立精神和自由思想等各個方面詳加比較分析。對於那些囿於費茲傑羅英譯及其中譯的讀者來說，本書足以顛覆對《魯拜集》的傳統理解，引發新的審美陶醉。　About the BookThis book is the first monograph in Chinese that searches for the Rubaiyat of the great Persian poet Omar Khayyam. It focuses on the comparative study and the implicit or explicit relationship between the thoughts and quarains of Khayyam and the Chinese culture. The author has made a broad comparative analysis of the similarities and the differences between Khayyam’s works and the thoughts of Chinese Confucianism, Taoism, and Zen, as well as the poems of Qu Yuan, Li Bai, Du Fu, Shao Yong, and Su Shi, the cultural connotation of Cao Xueqin's novel Dream of the Red Chamber and the independent spirit and free thoughts of Chen Yinke, a master of Chinese learning. For the readers who are confined to Fitzgerald’s Rubaiyat and and the old Chinese translations, this book

Engage children in practicing basic reading and writing skills with the help of fascinating animals! From chameleons to kangaroos, the beautiful animal photographs and stories in Listen and Learn: Animals will take young children on an animal adventure around the world. Each unit is organized around a specific animal and includes facts about where animals live, what they look like, what they eat, how their body parts work, and how they take care of their young. Activities include animal games, art, writing, and drawing, and help children practice alphabet awareness, beginning sounds, counting, writing numbers, matching, and more. Every page includes an audio option so that children can listen to read-alouds and learn about their favorite animals. Listen and Learn: Animals also engages children in learning with hands-on art activities and real-life animal photography. Activities include: - Informational read-alouds with audio to support understanding - Alphabet awareness activities to p

Engage children in practicing basic reading and writing skills with the help of fascinating animals! From chameleons to kangaroos, the beautiful animal photographs and stories in Listen and Learn: Animals will take young children on an animal adventure around the world. Each unit is organized around a specific animal and includes facts about where animals live, what they look like, what they eat, how their body parts work, and how they take care of their young. Activities include animal games, art, writing, and drawing, and help children practice alphabet awareness, beginning sounds, counting, writing numbers, matching, and more. Every page includes an audio option so that children can listen to read-alouds and learn about their favorite animals. Listen and Learn: Animals also engages children in learning with hands-on art activities and real-life animal photography. Activities include: - Informational read-alouds with audio to support understanding - Alphabet activities to practice be

Engage children in practicing basic reading and writing skills with the help of fascinating animals! From chameleons to kangaroos, the beautiful animal photographs and stories in Listen and Learn: Animals will take young children on an animal adventure around the world. Each unit is organized around a specific animal and includes facts about where animals live, what they look like, what they eat, how their body parts work, and how they take care of their young. Activities include animal games, art, writing, and drawing, and help children practice alphabet awareness, beginning sounds, counting, writing numbers, matching, and more. Every page includes an audio option so that children can listen to read-alouds and learn about their favorite animals. Listen and Learn: Animals also engages children in learning with hands-on art activities and real-life animal photography. Activities include: - Informational read-alouds with audio to support understanding - Drawing and writing activities to

School is in session for the ocean's crankiest crab!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!It's just another day in the ocean for Crabby and Plankton -- until they find themselves INSIDE a school of fish! This gives Plankton a fabulous idea -- he and Crabby should play school! But Crabby doesnotwant to play. In four hilarious stories, Crabby uses funny wordplay to distract Plankton from teaching, until finally he gives up and declares, "School is OUT, Crabby!"With comic speech bubbles and full-color artwork throughout, Geisel Award Honoree Jonathan Fenske's early reader series is sure to be a hit with new readers!

交通工具大集合！廖彩杏老師推薦！跟著動物們搭上火箭、消防車、潛水艇等交通工具，認識其構造及搭乘方式，並學習相關單字。每本皆附QR-Code音檔，清晰的英式發音生動活潑地展現韻律感十足的冒險故事。In this box are cars, fire engines and rockets, boats, submarines and trains, as well as favourite construction site vehicles and whooshy, whizzy planes.Join Rabbit, Bird and Mouse in ten fun-filled adventures. These fantastic books are apcked with zippy wordplay and zappy art, which make learning about vehicles fun! Plus, read along with the free downloadalbe audio!10 titles are: 01. Amazing Aeroplanes 02. Brilliant Boats 03. Cool Cars 04. Dazzling Diggers 05. Flashing Fire Engines 06. Roaring Rockets 07. Super Submarines 08. Terrific Trains 09. Tough Trucks 10. Tremendous Tractors

正宗Keras大神著作再次降臨！近10年來，深度學習為人工智慧領域帶來了出色的進展，也解鎖了許多有趣的新功能，如：機器翻譯、影像識別、物體定位等不一而足。毫不誇張地說，深度學習已迅速成為每位軟體開發者必備的武器。此外，諸如Keras和TensorFlow等先進的工具，也消除了普通人與深度學習之間的隔閡。即使你只有高中程度的數學知識，且甚至沒有資料科學的相關背景，也依舊可以透過這些工具來建構有趣的深度學習應用。本書由 Keras 創始者親自撰寫，沒人比他更了解Keras這套工具，雖然如此，但這並不是一本 Keras 的使用手冊，而是帶你從頭開始探索深度學習，進而拓展對深度學習理解的經典之作。你也將從中明瞭解決機器學習問題的標準作業流程，以及未來實務上如何克服可能遇到的問題。本書前一版在全世界都獲得非常高的評價，並被翻譯成12種語言，到現在仍是技術社群推薦必讀的深度學習入門書。不過深度學習技術在這短短幾年有巨大的進展，因此第二版作者新增了許多常見任務的實作專案，例如：影像分割、時間序列預測、機器翻譯等。另外，作者還加入了當前熱門技術的介紹，如attention機制、Transformer架構、KerasTuner等，並搭配實作案例來加深讀者的理解。由於第二版的內容修改幅度極大，因此中文版重新編譯，由業內專家進行翻譯、審閱，在專有名詞的說法和敘述，都更加符合國內業界的習慣用語。無論你是從業中的機器學習工程師、軟體開發人員，還是資訊科系學生，本書的內容都會對你有所幫助。【重磅推薦】 「掌握本質， 了解其所能與不能， 是面對技術快速迭代、世局難以預測的鑰匙。本書就是開啟深度學習的一把鑰匙。」 ——鴻海研究院執行長 李維斌「對於想熟悉 Keras和Tensorflow的技術人來說， 是一本極佳的入門學習書， 而對於不熟悉技術只想一窺門道的人來說， 結構井然的邏輯和極為通暢易讀的寫作方式， 大大降低了非技術出身如我輩的學習門檻。」 ——台灣人工智慧科技基金會執行長 溫怡玲「Keras大神親自出手將最新的發展及其具體應用範例帶到我們面前， 在AI產業界來說， 這是極其重要的大事， 不可等閒視之， 而且是由在 AI領域著墨很深、實踐經驗豐富的黃逸華數據長主持翻譯與審閱工作， 更讓我們充滿期待。」 ——台灣人工智慧協會副理事長 黃國寶「大神再次出手， 這是AI產業化的高光時刻， 很榮幸

「一本平易近人的著作，可讓你立即應用進而提升程式的執行效率。書中將教你電腦科學中會用到的基本演算法和資料型別。如果你正在找一份程式設計相關的技術工作，這本書可能會在下次的程式面試中幫助你取得好成績。」 ― Zvi Galil 喬治亞理工學院 計算學院Frederick G. Storey主任暨名譽院長 論及撰寫有效率的程式時，每位軟體專業人士都需要具備有效率的演算法運作知識。在這本實務書籍中，《Algorithms in a Nutshell》作者George Heineman對於多種語言編寫程式時所用的效能改進關鍵演算法，有簡潔而詳實的介紹。軟體開發人員、測試人員、維護人員將理解演算法如何創造性地解決運算問題。 每章都會以前面章節內容為基礎，藉由清晰的圖示和不斷提供的新基本概念，包括演算法分析，對書中介紹的每個演算法做效能分級。你可以將每章所學到的內容，應用到該章最後的挑戰題中，如同模擬在程式術科面試場上的體驗。 閱讀本書，你將可以： ‧探索電腦科學和軟體工程核心的基本演算法 ‧學習有效率解決問題的常見策略，例如：分治法、動態規劃、貪婪方法 ‧使用Big-O分析與評估程式的時間複雜度 ‧使用現有的Python函式庫和資料結構來解決演算法問題 ‧了解重要演算法的主要步驟

ABOUT ENGLISH FOR EVERYONE JUNIOR SIGHT WORDS FLASH CARDSA set of beautifully illustrated sight word flash cards for preschool children; introduces 100 first sight words. Make learning new sight words fun with this beautifully illustrated pack of 100 flash cards. All the featured words have been selected from the Dolch and Fry word lists for children aged 4–5. On one side of each card is an essential sight word (words that frequently appear in text and are best remembered by sight) in large, bold lettering for easy reading. On the reverse, the word is repeated with a simple example sentence and illustration to put the word into context. Children can use the cards to learn the meaning of sight words before memorizing the words and testing their knowledge. Five additional cards are packed with suggestions for educational games and activities. Simple to use and fun, these flash cards are made of sturdy laminated cardboard and are suitable for young hands to play with again

Learn to Write Sentences - Summer Vacation. This workbook is an easy-to-follow cursive handwriting guide with dotted lines for children to practice writing the letters of the alphabet while learning how to spell words associated with summer vacation from A to Z.Learn to Write Sentences - Summer Vacation, is the eighth workbook in the Danger Twins Writing Series. This workbook contains over 130 pages of examples for children to write and trace the alphabet in cursive, along with their favorite words associated with words about enjoying the summer months, listed from A to Z. There are easy to learn words and a few tougher ones to challenge young readers.The Danger Twins Writing Series:Learn to Write the Alphabet - All AnimalsLearn to Write the Alphabet - All ToysLearn to Write Sight Words - FruitsLearn to Write Sight Words - ShapesLearn to Write in Cursive - Musical InstrumentsLearn to Write in Cursive - Good MannersLearn to Write and Spell - HomophonesThe Danger Twins:Unsprinkled Cupcak

資料科學、機器學習是近來最夯的關鍵字，引發的學習熱潮從未間斷，如果您正尋找資料科學、AI 的入門書，本書就是您的 Mr. Right！【獨家資料科學 5 步驟，記牢、做熟這 5 步就夠了！】只要上網 google "資料料學" 一定會發現，出現的關鍵字實在超級廣，包括 AI、機器學習、程式設計、資料視覺化、數學、統計...等等，這麼雜到底怎麼開始？總不可能通通碰過一輪？！初學者看這本最適合！本書大聲告訴您：「資料科學沒那麼複雜！」，只要跟著書中精心設計的「資料科學 5 步驟」，記牢、做熟這 5 步就夠了！問個感興趣的問題 → 資料取得 → 資料處理 → 探索性資料分析 → 機器學習做資料分析【用 Excel 輕鬆實作機器學習，跟複雜的程式說掰掰！】機器學習 (Machine Learning) 是資料科學實作非常重要的一環，很多書都告訴您必須碰程式，這也讓非 IT 背景的初學者相當苦手，本書正是程式苦手者的超級救星！Excel 是多數人都很熟悉的工具，這本書能讓各種不同學習背景和工作性質的讀者受惠，再也不限 IT 背景才能學。再者，用程式來實作機器學習雖然「省事」，卻也「省略很多事」，若沒有自己細心研究，可能連資料集長什麼樣子都模模糊糊；而在訓練機器學習模型時也是一樣，程式往往把模型封裝成內部在做什麼都神神祕祕的黑盒子，三兩下就告訴您「模型訓練好了！」，到頭來只能虛虛地感覺自己「好像」學會了。反觀 Excel 除了易學，還多了能細細觀察模型內部運作細節的優點！首先，數據資料都清清楚楚攤在儲存格上，再也不是看不到摸不到！而本書所介紹的【線性迴歸】、【KNN】、【K-Means】、【深度學習】等機器學習演算法，只需用到簡單幾個的 Excel 函數就可以輕鬆操作，讀者可以觀察公式清楚看出模型各階段的數據是怎麼算出來的；最後，書中各模型的工作表佈局和配色也都經過精心安排，希望透過種種設計讓讀者更容易掌握模型細部的運作細節！本書特色: □ 用最熟悉的 Excel 馬上可以動手做！□ 精心設計豐富插圖，每一頁都有感！ □ 零數學公式、統計符號，輕鬆學會資料科學、機器學習！□ 機器學習實戰演練：線性迴歸分析、KNN 分類、K-Means 分群、深度學習分類□ 範例滿載！一次不熟換個範例多 run 幾次保證讓您會！

In this new series, based on the everyday adventures of wild animals, discover Little Bee gets up to, and meet their family, learning loads of great facts along the way! Little Bee has a BIG family! She has over one hundred sisters and a few baby brothers, and they all live together in the nest with their Mummy, the Queen. Little Bee is super excited to introduce us to her family and explore the nest together. Learn all about nature's hardest worker: What happens in the nestWhat pollination isWho the queen isHow honeybees talk to each otherWhy bees are so important This adorable story is followed by a fun factivity section packed with craft projects, case studies and a quiz section at the back of the book, so you can put everything you have learnt about Little Bee and their family to the test.Beautiful and bright illustrations will make this informative book a hit with children of all ages! In the Really Wild Families series, based on the everyday adventures of wild animals, discover w

No magical creature has a problem too big for Ava and her Dads to solve!Unicorns with tummy trouble. Dragons with broken wings. Sneezy centaurs and mermaids with measles.Everyone in town knows just who to see when they are feeling poorly: Ava and her dads, the Marvellous Doctors for Magical Creatures. Well, Ava isn't a doctor, not yet, but she's learning the ropes and she's brilliant at solving medical mysteries. Glitterbug the unicorn is not like all the other unicorns.They love dancing and planning parties, but she would much rather be frolicking in the mud. Glitterbug comes to the Marvellous Doctors with a terrible tummy ache, but after examining her, they are mystified as to what's causing it. Can Ava help her dads find the answer?In this magical story about being true to yourself, Ava discovers there's more than one way to be a unicorn!

這次的冒險從一顆流星開始——Isadora Moon在觀察星空時，發現了一位迷路的星光精靈Nova，還得幫她尋找遺失的小貓Pluto。故事融入太空知識、魔法露營與夜晚的閃亮想像，是一場結合科學與奇幻的可愛旅程。Harriet Muncaster以溫柔插圖與細膩情節，帶領讀者進入光與影共存的神祕宇宙。Isadora Moon is special because she's different. Her mum is a fairy and her dad is a vampire and she's a bit of both. Isadora is observing the night sky for a school project - her class is learning everything about space and she decides to look at the stars for inspiration.But wait, what is that? Through the telescope, Isadora spots a shooting star that falls to Earth! After courageously finding the place where the star landed, Isadora discovers a new twinkling friend. Her name is Nova, she is a Glow Sprite and she is not supposed to be there. Even worse, Nova's moon kitten Pluto is lost and she needs Isadora's help to find him.Between magical campfires, space lessons, moon cheese and a glowing sleepover, Isadora will need to use all her wits to help Novafinding Pluto before her new friend has to fly back to the stars.

A National Book Award FinalistBoston Globe Best Book of 2021TIME Best Children’s Book of 2021Washington Post Best Children's Book of 2021New York Public Library Best Book for Kids of 2021Chicago Public Library Best of the Best Book for 2021NPR Best Book of 2021 PW Best Book of 2021Publishers Weekly Best Book of 2021Kirkus Best Book of 2021School Library Journal Best Book of 2021"A gentle, glowing wonder, full of love and understanding." –The New York Times Book ReviewIt's the summer before middle school and eleven-year-old Bug's best friend Moira has decided the two of them need to use the next few months to prepare. For Moira, this means figuring out the right clothes to wear, learning how to put on makeup, and deciding which boys are cuter in their yearbook photos than in real life. But none of this is all that appealing to Bug, who doesn't particularly want to spend more time trying to understand how to be a girl. Besides, there's something more important to worry about:

* 以MongoDB 5.x最新版指令貫穿全書，並可在6.0 RC順利執行 * 與Python語言結合，無縫接軌智慧聯網、巨資分析、機器學習等領域 * 本書深入淺出，豐富且大量的範例，保證快速掌握MongoDB精髓 在巨量資料的時代，存取效能佳、高可用性、可擴展性及具備安全性的資料庫平台是不可或缺的。朱克剛老師實作經驗豐富，此書以深入淺出範例導向的方式說明，是熟MongoDB技術必備的工具書。 -- 虎尾科技大學資訊工程系副教授 江季翰 好友朱克剛博士所著之MongoDB工具書，文字內容配合圖表解說非常易讀，操作步驟更按序清楚呈現，甚至所提案例也與我們實際生活相關。這是一本讀者可以輕鬆駕馭，並跟著大師一起練功的秘笈，想一窺MongoDB的朋友都應該擁有它。 -- 正修科技大學數位多媒體設計系主任 殷聖楷 MongoDB是目前最受歡迎的NoSQL資料庫，擁有豐富教學及實務經驗的朱克剛老師在本書中以簡單、明瞭的範例帶領讀者實際演練，快速學會巨量資料管理與儲存方式。這是一本易上手又涵蓋全部關鍵技術的好書! -- 靜宜大學資訊傳播工程系副教授 王岱伊 朱克剛老師具多年業界實務經驗，同時也擁有超過20年的教學資歷，本書使用經典實例和詳細的操作步驟，絕對是您學習MongoDB的第一選擇，幫助您精準學習快速上手。 -- 資展國際（原資策會人培團隊）區域總監 王偉璁 AI蓬勃發展，有別於關連式資料庫的NoSQL已是重點發展課題之一；作者融會超過30年程式經驗，將其精髓以淺顯易懂的觀念付諸此書，入門者可豁然開朗，經驗者可溫故知新，絕對是人人適合入手的寶典。 -- 104人力銀行人資學院產品開發處處長 李閔隆

From celebrity author Kevin Hart comes the laugh-out-loud highly illustrated sequel to Marcus Makes a Movie about a young boy who has big Hollywood dreams―and the hustle to make it happen.“Everybody, grab a ticket and run for a front row seat to Marcus Makes a Movie!” ―Judd Winick, New York Times bestselling author of the Hilo series Marcus’s movie, Toothpick vs. the Doom, is a HIT! But the only thing harder than making a movie is making a SECOND one. Marcus needs to come up with another great idea fast. Too bad his film crew (aka friends) are too preoccupied with their MeTube channels to notice. An invite to The Helen Show has Marcus thinking they’ll be back on top, but will nerves, unchecked ambition, and a rivalry between friends shut down this show before it even begins? In the laugh-out-loud sequel, actor and comedian Kevin Hart delivers a message about being creative, working hard, and learning that sometimes the best dreams are the ones you achieve with your friends.