Deep Learning with Python

🌟蓋比泰勒的冒險旅程，一套陪小朋友成長的英文故事🌟故事書內包含我們想分享的價值觀，包含擁抱愛💕珍惜友誼🙂尊重多樣性以及愛護環境...並融合顏色、數字、形狀等幼兒等認知概念，讓親子共讀的時光也能快樂學習🙂另外每本書內也包含有聲書QR Code，我們的YouTube頻道也有中文字幕的故事動畫，透過聲音、畫面來更加深小朋友對故事的印象，讓小朋友能有沉浸式閱讀的體驗。🌟蓋比泰勒的冒險旅程，讓親子共讀時光也能快樂學習🌟💗一天一個無尾熊的擁抱，就能開始改變世界💗🌟陽光普照的臺中☀️跟著無尾熊們一起去台中探險吧～導遊米卡多帶著他們去了好多地方💕有台中火車站、科博館、彩虹眷村、高美濕地...一路上還認識了好多新朋友🙂📍在這本書你可以學到：🌼認識台中景點🌼試試看才會知道喜不喜歡Cabbage & Tyler’s Amazing Adventures! An Early Childhood Story SeriesOur stories teach and celebrate values that will shape our children’s future;love, friendship, diversity and caring for the environment.Toddlers will also learn new words and practice with colours and numbers.Early Childhood Learning through Storytelling and Positive Play!Every book has an Audio QR Code link for English storytelling, music and SoundFX.An animated version of each story with Chinese subtitles is available on our Official YouTube Channel.A truly immersive storytelling experience!Cabbage & Tyler’s Amazing Adventures! Early Childhood Learning through Storytelling

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?

產品特色： 1.透過「遊戲式學習」（Game-based learning）方式來學習程式設計，以快速引發學生對程式設計興趣的動機。 2.利用「App Inventor」圖形化程式，以簡單又快速的方式來開發手機遊戲。 3.撰寫手機App程式來設計打地鼠、猜骰子點數、多段式互動檯燈、抽抽樂、猜拳等遊戲，增加學習程式的樂趣。

Keystone是專為大專校院英語課程所編寫的英語教材，以 12 個日常生活常見主題為軸心，包括：休閒娛樂、電話英語、校園生活、文化交流等，發展出真實的對話語境和豐富的閱讀文本。各單元皆整理出重點字彙和文法，幫助學習者建立穩固的英語基礎，再透過聽、說、讀、寫不同面向的學習策略，有效培養全方位的英語技能。Keystone offers theme-based learning materials and focused practice to enhance college students’ listening, speaking, reading and writing skills for major integrative proficiency tests. It also enhances students’ learning of target vocabulary and grammar points in each unit through spiral ordering which allows students to revisit the to-be-learned items in focused, meaningful contexts.

《全方位華語精進讀本》提供中文學習者精選閱讀素材 以第二外語學習者的詞彙及程度編寫，契合需求 有效提升閱讀理解能力！ 除了一般教材，閱讀理解力的提升是語言學習的關鍵。 第二外語學習者的閱讀力需求，包含適量的詞彙、符合學習程度的句型語法、適當的主題題材、充分的詞彙應用說明，以及大量的練習題檢視吸收成效。 本書為資深海外及國內華語教師團隊撰寫的閱讀材料，書中選題契合時代趨勢，用詞遣字斟酌符合學習者需求，而清楚明瞭的結構培養閱讀寫作能力，精心設計的習題測驗理解程度，更加鍛鍊學習要點，並延伸學習應用變化。 除了契合語言學習的需求，同時亦可為華語能力測驗做準備。 適用對象：《當代中文課程》第三冊延伸閱讀、TOCFL Designed for students learning Chinese at intermediate through advanced-low proficiency levels, The Ultimate Chinese Reader cover engaging topics from Chinese literature, history & geography, technology, and culture studies, suitable for all learners to polish their reading comprehension abilities. It can be useful resource to the preparation for TOCFL as well. Each chapter includes vocabulary and intense exercise and practice section especially designed to further enhance reading and writing skills. The Ultimate Chinese Reader may be used independently for reading courses or as supplementary materials in existing Chinese learning programs. This book is ideal for learners with the

【專業推薦】 很榮幸能為多年熟識的好友以及在資安研究奉獻之志同道合的學者撰寫序言。作者群在多媒體安全領域中已經深耕多年且有豐碩的研究成果，其專業素養足以涵括影像安全議題。坊間大部份的中文書以介紹多媒體技術或資訊安全技術為主，鮮少有探討多媒體基礎技術及資訊安全應用的中文書，而本書此為主題，由淺入深的介紹基礎知識及搭配範例應用，可供有意學習多媒體安全的讀者參考，謹以推薦。 國立中山大學資訊工程學系特聘教授兼任工學院院長 范俊逸 推薦 本書以數位媒體中多媒體影像知識為發端，除了探討其起源與演進，也逐章介紹多媒體影像的處理技巧，內容包含大家所熟知的各種影像表示方式，同時也介紹了相當有趣的影像謬誤。在影像處理部分，本書將空間域影像處理、頻率域影像處理以及壓縮域影像處理分章介紹，最後則以Python影像處理軟體應用完成前五章的合成。接著，以多媒體偽裝展開數位媒體安全的篇章，談其與資訊安全間的實務應用，最終以數位浮水印再探安全議題的深入技術。將多媒體領域與資訊安全互為載體的方式，鋪展這些人造且離數學最近的知識，作者在內容的安排上實有其精妙之處。 國立屏東大學電腦科學與人工智慧學系教授兼任資訊學院院長 王朱福 推薦 【重點大綱】 影位媒體處理： 說明數位化影像的起源及探究數位影像處理的基礎與發展。讓讀者能具備數位影像的基礎，藉此得以對數位媒體中的圖像，其背後所隱藏真相的探索更具備紮實基礎。 數位媒體與應用篇： 內容則泛談數位圖像於現今網路世界中為人們帶來的日常生活上及其應用的相關議題。讀者可輕鬆的操作本書所介紹軟體工具，讓你╱妳的數位圖片可有效的防護，免於被盜用的情境。 多媒體安全技術篇： 說明影像分享技術及探究數位媒體安全的基礎與發展。讀者能瞭解多媒體安全技術其背後所隱藏真相的探索且更具備紮實基礎。

編寫多語言的整潔程式碼 「一本有趣的實作指南，可讓您加快測試驅動開發的速度。如果您想開始TDD，或是需要複習軟體開發人員所應掌握的重要技能之一，這本書就是為您準備的！」 ―Ham Vocke Stack Overflow軟體開發人員 您的程式碼可做為身為開發人員的技能證明。無論您使用哪種語言，程式碼都應該乾淨、優雅、整潔。透過使用測試驅動開發(TDD)，您將編寫出易於理解的程式碼，保持其優雅，並且可以在未來數月甚至數年內持續進行工作。透過這本指南，您將瞭解如何將TDD與三種不同的語言一起使用：Go、JavaScript和Python。 作者Saleem Siddiqui向您展示了如何使用單元測試驅動的方法來處理領域複雜性。TDD將需求劃分為小規模、可實作的功能，使您能夠解決問題，並且與您使用的語言和框架無關。透過本書，您將學習如何將TDD納入您的常規程式設計實務。 這本書可以幫助您： ‧使用TDD的divide-and-conquer來控制領域的複雜性 ‧瞭解TDD如何跨語言、測試框架和領域概念工作 ‧瞭解TDD如何實現持續整合 ‧支援運用TDD進行重構和重新設計 ‧學習如何用JavaScript編寫簡單有效的單元測試工具 ‧使用TDD期間生成的單元測試來設置持續整合環境 ‧在Go、JavaScript和Python中使用TDD編寫乾淨整潔的程式碼

一本手把手教你用Python刻出區塊鏈的技術書，想了解區塊鏈背後的原理？就從挽起袖子寫程式開始！ 手把手教學：你也可以寫出跑得動的區塊鏈！ 實用密碼學：Merkle Tree、非對稱加密、零知識證明是怎麼做的？ 共識與分岔：暫時性分岔、軟分岔、硬分岔有甚麼區分？ 礦工的世界：扣塊攻擊怎麼做？機槍池的原理是甚麼？ 去中心金融 - 乙太坊上也有當舖！預言機暗藏危險？AMM機制是怎麼做的？ 本書內容改編自第 11 屆 iT 邦幫忙鐵人賽的 Blockchain 組冠軍系列文章，也是第一本從技術角度出發，透過實地撰寫區塊鏈開始談背後所應用到的相關知識。在完整復刻出區塊鏈後，更能了解到區塊鏈世界裡常聽到的幾個專有名詞：女巫攻擊、共識演算法、軟分岔與硬分岔、工作量證明、非對稱加密的由來。 “What I cannot create, I do not understand” - Richard Feynman 五大重點： 1.用 Python 從頭打造區塊鏈 本書重點在於從復刻出區塊鏈開始，帶你逐步了解開設錢包、發起並簽署交易、節點廣播的功能是如何被實作出來的，並透過實作過程中的細節來了解到區塊鏈背後需要哪些知識。 2.密碼學初探 虛擬貨幣之所以常被稱為加密貨幣就是因為應用了大量的密碼學，也是因為密碼學我們才能夠在茫茫的網路世界中確認彼此的身分！ 3.聊聊挖礦的兩三事 帶你實地加入礦工們的世界，來看看礦工與礦池間又有哪些鉤心鬥角的方式！ 4.P2P網路入門 在去中心化的世界中，我們如何知道彼此的身分？又如何形塑出一樣的共識？在求取共識的過程中，分岔又是怎麼形成的？ 5.淺談現實中的區塊鏈：BTC與Ethereum 現在最知名的兩大公鏈莫過於比特幣(BTC)與乙太坊(ETH)了！除了講述區塊鏈的原理之外，本書最後也會帶你解析與走過比特幣與乙太坊的發展歷程與架構。 6.去中心化金融 為何 ERC20 如此重要？借貸系統是如何實作的？有哪些獲取正確價格的方式？為什麼閃電貸可以拿來攻擊？為何算法穩定幣註定會失敗？

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

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

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

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

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

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.

★適用最新MySQL 8.x與MariaDB 10.x ★全書採用清楚易懂的圖文學習模式，讓學習更加事半功倍 • 作者累積數年的教育訓練實務經驗，使用最直覺與容易學習的圖文樣式，以最接近課堂實際授課的方式撰寫本書。 • 最完整的MySQL開發技術手冊，快速建立開發MySQL資料庫應用程式需要的SQL技能。 • 從基礎的資料庫概念、SQL與進階應用，掌握完整的資料庫應用程式開發技術。 • 內容包含資料庫、表格、索引的建立與維護。資料庫的新增、修改與刪除敘述，基礎、結合與子查詢敘述。 • 深入瞭解MySQL的字元集、儲存引擎、預儲程序、函式、觸發事件、資料庫匯入、匯出與效率調校。 • 最新第三版新增：使用Python與Java程式設計語言連線到MySQL資料庫，執行資料庫的新增、修改、刪除、查詢與呼叫預儲程序。

A lively tale about a fun-loving cat learning to accept change, imaginatively illustrated by the award-winning Petr Horacek. Mischievous Mister Boo loves to give everyone he meets a surprise. He shocks the baby birds, the baby rabbits and the baby owls.BOO! But one day he wakes up without his usual energy and no one seems to take any notice of him. Will Mister Boo learn to accept change and find joy again? A buoyant second collaboration between the acclaimed writer Joyce Dunbar and world-renowned illustrator Petr Horacek.

The hilarious follow-up title to How Rude! which introduced us to the wonderful duo, Dot and Duck. They're back to share even more giggles in this sweet story about sharing, manners and friendship. One day Dot and Duck find a stick, only Dot thinks it's a sword and Duck thinks it's a flag.When Dot refuses to share the new toy, she goes to any lengths to make sure Duck doesn't try to take it. How will Duck react to such selfish behaviour? Simple, funny, and ultimately touching, this book will appeal to any child who is learning what it means to share and, more importantly, what it is to be a true friend. Bright and colourful illustrations accompany this fun and easy to read story, which will bring a smile to the faces young children time and time again.

A visually stimulating practice book to accompany English for Everyone Junior: Beginner's Course English for Everyone Junior: Beginner's Practice Book is a clearly structured and beautifully illustrated workbook for children ages 6-9, which offers extra practice for those beginning their journey of learning English as a foreign language. Following the same unit-by-unit structure as English for Everyone Junior: Beginner's Course, this workbook provides your child with all the support they need to build their confidence when using the language skills they have learned in the course book. Featuring hundreds of exercises, this practice book tests all the vocabulary and grammar structures taught within English for Everyone Junior: Beginner's Course, making use of a range of both familiar and new exercise mechanisms. Although best used to accompany English for Everyone Junior: Beginner's Course, this practice book can also be used independently by children or teachers who are in need of addi

從建構交易策略到使用Python的機器人投資顧問 機器學習和資料科學將在未來幾年顯著改變金融業。透過本實用指南，避險基金、投資和零售銀行以及金融科技公司的專業人士將學到如何建構對該行業極為關重要的ML演算法。您將研究ML概念和20多個案例研究，包括了監督式、非監督式和強化學習，以及自然語言處理(natural language processing, NLP)。 分析師、交易員、研究人員和開發人員還將深入研究投資組合管理、演算法交易、衍生性商品定價、詐欺偵測、資產價格預測、情緒分析和聊天機器人開發。您將探索現實生活中的問題，並學習以程式碼和範例作為後盾的科學上合理的解決方案。 本書包括： ‧基於迴歸的監督式學習交易策略和衍生性商品定價模型 ‧基於分類的監督式學習信用違約風險預測與詐欺偵測模型 ‧投資組合管理與收益率曲線建構中的降維技術及實例研究 ‧利用演算法和分群技術尋找交易策略和投資組合管理中相似物件的案例研究 ‧建立交易策略的強化學習模型和技巧，衍生性商品避險和投資組合管理 ‧使用Python函式庫(例如NLTK和Scikit-learn)的NLP技術

Join Crab and Snail in the surf zone, where they think deep thoughts and have unforgettable seaside adventures, in this graphic early reader series debut by New York Times bestselling author Beth Ferry and beloved illustrator Jared Chapman.The never-ending rain is putting a damper on Crab and Snail's plans for a sunny, funny day. So when the BBFs (Best Beach Friends) realize that it's only raining on them, they put their heads together and consult one know-it-all gull (he really does know it all!) to get to the bottom of it. By the time the rain clears, the duo will have made a new friend and learned something new and wonderful about friendship!Crab and Snail are everyone's next favorite characters in the graphic early reader space. Fans of Narwhal & Jelly; Pea, Bee, & Jay; and Arlo & Pips will love these quirky characters and clever stories.

Heart and Mind Activities for Today’s Kids workbooks include 75 fun activities to support children’s well-being and help them learn to manage emotions, reduce anxiety, and navigate social situations. Each full-color workbook includes stickers and fun activities such as art, puzzles, games, coloring, and more! The thoughtful activities are ideal for children to practice at home or in the classroom.This award-winning activity book received a 2022 National Parenting Product Award and a 2022 Parents’ Picks Award for “Best Educational Products in the World.”The full-color pages and graphics create memorable and fun learning opportunities and help children:Gain mindfulness skills to build better friendshipsLearn empathy and understand other perspectivesDevelop tools to decrease anxiety and regulate emotionsBecome aware of feelings and how their words and actions affect other peopleDevelop positive self-talkSocial and emotional learning activities include:Colorful art projectsCrossword puzzle

Heart and Mind Activities for Today’s Kids workbooks include 75 fun activities to support children’s well-being. Real-world scenarios and hands-on reflective projects create positive learning experiences for children and help them learn to manage emotions, reduce anxiety, and navigate social situations.Each full-color workbook includes stickers and fun activities such as art, puzzles, games, coloring, and more! The thoughtful activities are ideal for children to practice at home or in the classroom.This award-winning activity book received a 2022 National Parenting Product Award and a 2022 Parents’ Picks Award for “Best Educational Products in the World.” This unique workbook helps children practice valuable life skills to learn and thrive.The full-color pages and graphics create memorable and fun learning opportunities and help children:Gain mindfulness skills to build better friendshipsLearn empathy and understand other perspectivesDevelop tools to decrease anxiety and regulate emoti

Heart and Mind Activities for Today’s Kids workbooks include 75 fun activities to support children’s well-being. Real-world scenarios and hands-on reflective projects create positive learning experiences for children and help them learn to manage emotions, reduce anxiety, and navigate social situations.Each full-color workbook includes stickers and fun activities such as art, puzzles, games, coloring, and more! The thoughtful activities are ideal for children to practice at home or in the classroom.This award-winning activity book received a 2022 National Parenting Product Award and a 2022 Parents’ Picks Award for “Best Educational Products in the World.” This unique workbook helps children practice valuable life skills to learn and thrive.The full-color pages and graphics create memorable and fun learning opportunities and help children:Gain mindfulness skills to build better friendshipsLearn empathy and understand other perspectivesDevelop tools to decrease anxiety and regulate emoti

內容介紹: 有了三個臭皮匠，何必每次堅持找個諸葛亮？任何人都能運用深度學習（DL）嗎？AutoML（自動化機器學習）已經遍地開花，各大企業諸如 Google、Microsoft、Amazon、IBM、SAS 等都推出了自己的 AutoML 服務，讓使用者不必具備專業領域知識，也能快速打造出自己的 AI 模型。換言之，AutoML 徹底降低了 「AI 落地」的門檻。AutoML不能取代資料科學家，卻能大大省下你試驗機器學習模型的時間與痛苦。當你的朋友還在興致沖沖算數學時，你說不定早就端出了可投入實用的高效能模型。而什麼是 AutoKeras？這是一套完全開源的 Python AutoML 套件，以 Tensorflow 2 為基礎、運用創新的『高效神經網路架構搜尋』（ENAS）來實現自動化建模。AutoKeras 對於影像、文字、時間序列或一般結構化資料的預測都提供了內建類別，甚至會加上資料預處理功能，使你只需用短短幾行程式碼便能打造出成效優異的 DL 模型，還不必接觸高深的數學。就連經驗豐富的專家也能受惠：利用 AutoKeras 快速產生候選模型，好做為進一步改良的參考，並將更多寶貴的時間投注在資料清洗與特徵工程上。從此向困難、令人困惑的建模過程說拜拜，跨入深度學習的門檻從未如此之低；有了 AutoKeras，任何人都能駕馭 AI 的威力來解決真實世界的問題。 本書特色: ★ 免懂數學免瞎忙！不必再被迫學數學，就能輕鬆將 AI 運用在真實世界★ 什麼是神經網路和深度學習？何謂 CNN 與 RNN？用淺顯易懂的方式理解其運作原理★ 只要寫短短幾行 Python 程式，就能打造出強效深度學習模型，省時省力又好用★ 無須透過複雜的 Keras API 就能使用諸如 ResNet、Xception、EfficientNet、Transformer、BERT、LStM、GRU 等知名模型架構★ 提供了使用真實資料集的豐富實作範例，從圖像、文字、時間序列到一般結構化資料的預測一應俱全★ 運用內建的 AutoModel 類別針對多模態 (multi-model) 資料建立多任務 (multi-task) 自訂模型★ 利用 TensorBoard 或 ClearML 將你的模型訓練過程圖形化，更容易比較訓練成效和分享★ 附 notebook/py 範例

《English for Everyone Junior: English Dictionary》專為6至9歲設計，收錄1,000個基礎詞彙，並以A-Z排列，搭配全頁插圖，讓孩子同時熟悉字母與單字。每個詞都置於情境插圖與對話中，幫助理解並強化記憶。隨書附有免費音檔與App，涵蓋單字、片語與歌曲，方便孩子練習正確發音。每個字母單元皆呈現大小寫，強化字母辨識；書中還設有有趣小知識與補充短語，增加學習趣味。書末另含數字、時間與形狀等主題，功能完整，是孩子英語啟蒙的理想工具書。亮點：收錄1,000個必備詞彙插圖與情境設計，學習更直觀免費音檔與App，發音練習便利額外主題補充，延伸實用性Learning new vocabulary is as easy as ABC with this beautifully illustrated dictionary for children aged 6-9. Featuring 1,000 essential first words and a free audio app, this book is perfect for children who are starting to read and speak English as a second language. Every word in English for Everyone Junior: English Dictionary is illustrated and arranged A-Z to help your child build their vocabulary and learn the English alphabet.Audio for all the words, phrases, and songs featured in the book is available online and via the accompanying app, so children can listen and perfect their pronunciation. At the start of each section, the upper-case and lower-case version of each letter is presented to he

內容介紹: 【最齊全！徹底活用Pandas的114技】想學Pandas，看官方文件就夠了？對於Python使用者來說，Pandas無疑是資料分析的必備套件。有了Pandas，您可以非常高效地重塑、過濾、清理以及整合大部分類型的資料。的確，Pandas的官方網站提供了不同指令的使用範例。因此有的使用者會說：『不用買書看啦！網路資源這麼豐富，多看看官方文件就好了！』不過，單單只知道某個指令的運作方式是不足夠的。在實際進行資料分析時，您可能需要結合多個指令來達成目標。這時候，您更需要知道如何活用Pandas。舉例來說，假設您現在面對DataFrame的記憶體用量過大，導致無法順利分析資料的難題時，該怎麼辦呢？從Pandas的官方文件中，您可以了解轉換欄位型別的方法，也知道如何查詢欄位的浮點數精度。只要結合這兩個方法，您就可以非常輕鬆地降低DataFrame的記憶體用量。遺憾的是，官方文件並不會告訴您這個訣竅，而必須自己花時間來摸索。在摸索的過程中，不可避免地會多走許多彎路。本書並非單純的Pandas語法參考手冊。作者寫作此書時的目標，是希望讀者們可以從完整的範例中學習，並充分了解活用Pandas技巧的重要性。此外，作者習慣給出同一問題的不同解法，同時比較不同做法的效能。由此一來，讀者日後在實際分析資料時，才能知道哪一種做法是最優解。正面對決真實資料集！目前市面上的Pandas書籍，多數是使用亂數產生的假資料集來進行教學。這會導致您在面對真實資料集時，不知該從何下手。有鑒於此，本書作者使用了眾多的真實資料集，讓讀者切身感受資料分析師的工作內容。書中的資料集包含：●IMDB 5000電影資料集●Tesla股票資料集●Kaggle問卷資料集●鑽石品質資料集●美國大學資料集●美國國內航班資料集●丹佛市的犯罪案件資料集 ●阿爾塔年積雪資料集●美國燃油經濟資料集 …等最齊全的Pandas技巧教學！為了讓讀者可以更好的理解，書中每一小節的內容皆搭配完整範例。讀者可以從讀入資料集開始，循序漸進地搞懂資料分析的眉眉角角。全書共傳授了Pandas實戰的114種技巧，保證讀者可以全面掌握其中的精髓。讀者將會學到如何：●處理資料集中的缺失值●處理索引爆炸的問題●組合多個Pandas物件●在DataFrame中新增和刪除欄位●取得特定欄位的統計資訊●轉置DataFrame的運算方向●

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

The third graphic novel installment in the Minecraft series of books, based on the world's best-selling videogame Minecraft! Candance, Evan, Grace, Tobi, and Tyler continue their adventures in the world of Minecraft and find themselves stumbling upon a mysterious ruined portal. Arriving to a strange and wonderful corner of the Nether that they've never seen, the group turn to their Nether expert, Grace, for help. However, as they face new threats, Grace finds that the team's reliance on her in the Nether is hitting a breaking point! The group discover themselves deep in a bastion and now have to face their most intense challenge yet...without their expert. It'll take the full force of the entire group to overcome the unknown!

內容介紹: Ⓞ釐清網路技術的來龍去脈, 用最有效率的方法考取 CCNA 證照！Ⓞ涵蓋最新版 CCNA 200-301 認證考試範圍目前 Cisco (思科) 定位 CCNA 不只包含路由器與交換器的技術，而是整合了 QoS、無線網路與網路安全相關知識，並加入最新的智慧型網路介紹 (Virtualization、Cloud、SDN、Cisco DNA Center) 及各種網路自動化概念 (Python、Rest API、Ansible...)，使得整個 CCNA 認證範圍變成更廣泛，考試更難以準備。本書並非 Cisco 官方教材，然而作者以多年教導 CCNA 的教學經驗來撰寫本書，設計一套由「網路運作理論」到「網路設備實作」的學習歷程，以循序漸進的方式來幫助初學者快速打好網路基礎。包括學習各種網路協定、無線網路、QoS、網路安全，從網路架設的層面，進步到管理整個網路的全貌。此外也會介紹未來網路管理的趨勢 - 自動化，用程式協助做網路自動化管理已是大勢所趨，書中會以 Python 與 Ansible 等工具帶讀者進行實戰，實際體驗網路自動化的做法。本書除了帶領讀者通透了解 Cisco 網路設備的操作、管理，迅速掌握 CCNA 認證考試的重點外，課程內容亦涵蓋考試範圍外的深入網路技術，因此更是培訓專業網管工程師的絕佳參考用書！最後，本書提供了 Facebook 社團教學討論區 (https://bit.ly/2ZWfVVN) 及 LINE 社群教學討論區 (https://bit.ly/3B3VczC)，讀者可以將本書內容的問題直接回饋給作者，書中也針對部分基礎課程提供影音教學 (詳內文)，希望透過彷彿參與真人教學般的學習模式，協助讀者達到最佳的學習成效！ 本書特色: ● 去蕪存菁！涵蓋最新版 CCNA 200-301 國際網管認證考試範圍，系統化整理最精華的網路概論知識！● 鉅細靡遺！使用 WireShark 捕捉、分析網路封包，詳細解說各種網路協定運作的細節● 實務演練！建構各種網路架構帶領您反覆演練，累積實作練習經驗，認證應答更有把握● 經驗養成！將故障排除的過程步驟化，快速抓出網路故障問題，厚實網管實務經驗與能力● Python 網管程式範例實戰● Ansible Playbook 腳本範例實戰● Kali Linux 網路攻防實戰&

安心國小融合了社會情緒學習（SEL, Social and Emotional Learning）的概念，透過貼近生活的故事，提升社交與情緒能力，讓孩子認識自己、了解他人，學會如何與自己和他人相處，並且懂得為自己的決定負責。 芯福里情緒教育推廣協會創會理事長 楊俐容　推薦導讀校園中「微戀愛」所展現出來的種種行為，無論看在大人眼中是可笑的、小小脫序的，甚至是稍稍令人擔憂的，都可能是孩子成長過程中必須

安心國小融合了社會情緒學習（SEL, Social and Emotional Learning）的概念，透過貼近生活的故事，提升社交與情緒能力，讓孩子認識自己、了解他人，學會如何與自己和他人相處，並且懂得為自己的決定負責。 芯福里情緒教育推廣協會創會理事長 楊俐容　推薦導讀適度的建設性抱怨可以幫助我們宣洩情緒、獲得關注，甚至在抱怨的過程中發現問題癥結，找到解決方法。但如果找錯對象、太常抱怨、隨便

用最強大的Windows C/C++暴力破解密碼一窺這個充滿數學及程式語言的新世界【本書特色】◎支撐現代人類經濟活動的就是密碼學◎用最強大的Windows C/C++暴力破解 ◎一窺這個充滿數學及程式語言的新世界C/C++一直是程式語言的王者，再方便的Python，再強大的Java，再物件化的Ruby，都沒有C/C++來得暴力直接，使用C/C++是最能了解密碼學的極佳工具。【本書內容】雖然量子電腦

一年前的隨機槍擊案改變了Nora一家，她與爸爸便前往峽谷，希望能找回心中的平靜，但當他們抵達谷底時洪水竟沖走了Nora的父親與他們所有物資，為了拯救自己與父親，她必須戰勝恐懼生存下去。Hatchet meets Long Way Down in this heartfelt and gripping novel in verse about a young girl's struggle for survival after a climbing trip with her father goes terribly wrong.One year after a random shooting changed their family forever, Nora and her father are exploring a slot canyon deep in the Arizona desert, hoping it will help them find peace. Nora longs for things to go back to normal, like they were when her mother was still alive, while her father keeps them isolated in fear of other people. But when they reach the bottom of the canyon, the unthinkable happens: A flash flood rips across their path, sweeping away Nora's father and all of their supplies.Suddenly, Nora finds herself lost and alone in the desert, facing dehydration, venomous scorpions, deadly snakes, and, worst of all, the Beast who has terrorized her dreams for the past year. If Nora is going to save herself and her father,

Girl by day. Cat by night. Ready for adventure! This chapter book series is purrfect for newly confident readers who are looking for superhero stories.In Kitty and the Starlight Song, Kitty is preparing for the end of the year concert - her class will be singing a song in front of the whole school, and each one of them will have a line to sing as a solo. As a superhero-in-training with cat-like superpowers, Kitty can do all sorts of marvellous things, from jumping between roofs to catching thieves and recovering stolen treasures. As a superhero, Kitty is learning to be brave and to trust in her skills.But as a regular girl, Kitty isterrified to sing in front of everyone at school. She will need the help of her trusted cat crew to overcome her stage-fright. Kitty and the Starlight Song is the eighth book in the chapter book series about Kitty and her superhero adventures.With a charming main character, cat-packed exploits and striking two-colour art on every page, Kitty is the perfect p

From a New York Times bestselling author and illustrator comes an inspiring picture book about the power of words. Some people collect stamps. Some people collect coins.Some people collect art. And Jerome? Jerome collected words . .. In this illustrated picture book from Peter H. Reynolds, a little boy discovers the magic of the words all around him -- short and sweet words, complicated words, words that stand out.But one day his carefully curated collection of words gets messy, and that's when Jerome discovers that words that connect, transform and empower. So Jerome starts using his words, and that's when they become powerful. Named an Outstanding Literary Work for Children by the NAACP The perfect gift for curious little ones learning how to spell and new words From the creator of The Dot, I Am Human, and Happy Dreamer comes a celebration of finding your own words -- and the impact you can have when you share them with the world."Celebrates individuality, self-expression, and the jo

A stunning undersea tale of friendship, community and discovery from the bestselling creators of The Lion Inside. Under glittering waves of a vast ocean blue, a beautiful world is hidden from view. And there, in the cool and the quiet of the deep, a great, gentle giant was stirring from sleep .. . Humphrey the whale is on a quest: to find the one perfect object that will make him feel complete.He roams far and wide, gathering endless undersea treasure as he goes. Yet, no matter how many goodies he accumulates, Humphrey still doesn't feel content. Could it be friendship, not possessions, that will really make Humphrey's heart sing?A sparkling rhyming tale that encourages sharing and kindness, this heartwarming story of friendship is perfect for reading aloud.

運用Python的學習指南「全面且直觀的作法，本書必定是金融從業人員與學者的重要參考。」—Abdullah Karasan資料科學家兼顧問「針對期望解決各種計量金融問題的機器學習從業人員，這是一本出色的指南」—Tim NugentRefinitiv資深研究科學家AI與機器學習的廣泛運用，讓許多行業發生突破性變革。一旦將程式取得的歷史和即時金融資料，與這些新技術相結合，金融業也產生巨大變化。有了這本

Hilarious, illustrated school-based antics where everything that happens leads to DRAMA and RUNNING AROUND and even some FAINTING! Izzy and her friends are on a school trip to a big lake. Gary Petrie is excited because the lodges where they're staying have ROBES AND SLIPPERS! The lake is dark and deep and a bit scary. But it's when they open their packed lunches that they know! There's a MONSTER in the lake and it's coming for their CRISPS!Laugh-out-loud fun from Blue Peter Award winners Pamela Butchart and Thomas Flintham.Read more of Izzy's adventures!Baby Aliens Got My TeacherThe Spy Who Loved School DinnersMy Headteacher Is a Vampire RatAttack of the Demon Dinner LadiesTo Wee Or Not To Wee!There's a Werewolf In My Tent!The Phantom Lollipop Man!There's a Yeti in the Playground!Icarus Was RidiculousThe Broken Leg of Doom

♔循序漸進的從系統環境、資料爬蟲分析，到熟悉Python/Django/Tensor Flow/Keras基本應用。 ♔活用深度學習及實用案例，讓您在最短時間可以開始參與AI專案。 AI（人工智慧）的技術來自軟體工程的演進，一個優秀的AI工程師要經由程式設計、資料採礦、系統分析、數理演算等紥實的科學訓練；甚至還有企業管理、流程改善、財務金融及消費行為等商務思考的訓練。AI如果不能預測及主動除錯，就

我的第一本親子英文超簡單．超好學玩出好英文So Easy!輕鬆把寶貝教成：說英文，像說中文一樣Learning Wordsfrom Games第一本最佳親子互動英文單字書學英語好好玩，說英語好有趣【親子互動，輕鬆玩出好英文】●心智圖學單字：左右腦圖像記憶法，30秒記住單字●英語自然學習法：把英語當母語，學英語像學中文●漫畫式圖文對照：透過好玩有趣圖畫，快速學單字●內容簡單易學：親子互動遊戲，輕鬆玩