Introduction to Programming Concepts With Case Studies in Python

In the long span of human history to the twentieth century, almost all great leaders of empires and states were men, with few exceptions. One of them was Heavenly Empress Wu Zetian. She is the only female ruler in history to have replaced a powerful dynasty with her own in a major country and crowned herself emperor of China. This book is about how this daughter of a concubine, who began life in the palace as a lowly concubine of Emperor Taizong (see Heavenly Khan) at a very young age, overcame all obstacles in a man-dominated world and rose to the summit of power in medieval China.

讓你一次學會：物聯網通訊、濾波器設計、影像追蹤與馬達控制四大技術 本書帶你使用 Node-RED 與 Python 在樹莓派上實現大部分物聯網所需的觀念與技術，並搭配 Arduino 與 ESP32 實現數位濾波器設計與 MQTT 雙向控制系統等進階主題，因此讀完本書，各位不僅能學到物聯網系統的重要觀念與技術之外，還可以學會：物聯網通訊、濾波器設計、影像追蹤與馬達控制等四大關鍵技術。 本書特色 → Node-RED 與 Python 編程技術 → 雙向 MQTT 物聯網控制技術 → 步進馬達控制技術 → 數位濾波器設計技術 → OpenCV 影像模板比對技術 → 串列通訊與訊號頻譜的底層邏輯與驗證

本書首先引領你開啟樹莓派的大門，進入充滿神奇、瑰麗、希望的多彩世界。同時，也敞開探索Arduino資源的視窗，指引你善用俯拾皆是的各式珍貴資源。你將一步一步從基本程式設計、簡單電路組裝到測試的紮實演練，最後建立一個實用的物聯網。 本書分成三大部分 ➤ 樹莓派：從開箱設定到GPIO應用 ➤ Arduino：從LED閃爍的控制到Wi-Fi模組的開發 ➤ 樹莓派與Arduino：運用Node-RED融合兩者，輕易開發物聯網 閱讀本書後，你將學到 ✔ 樹莓派GPIO應用 ✔ Python程式設計 ✔ Arduino程式設計 ✔ 樹莓派與Arduino整合應用 ✔ ESP8266 NodeMCU應用 ✔ Node-RED程式設計 本書適用於 ☛ 大專院校「機電整合」、「專題製作」、「網際網路程式設計」等課程 ☛ 高中、高職「微電腦應用實習」相關課程 ☛ 各級學校開辦的正規或短期「物聯網」探索課程 ☛ 創客玩家DIY物聯網

內容簡介:*作者以超過30年的豐富教學經驗，以及深知初學Python程式語言的盲點與障礙，精心規劃本書，讓你不論是教學或自修都可以得心應手。*內容涵蓋：輸入輸出、運算子、迴圈、函式、串列、類別、繼承、檔案與例外處理...等基礎且重要的主題，不僅可以增強你的邏輯思維能力，更穩固你的程式設計基本功。*範例貼近生活，如：猜猜你的生日、猜猜1～100的數字、大樂透電腦選號...等，並搭配程式重點解說。*提供練習題與習題測試，讓你做中學，並測試了解程度。附有參考解答，讓你學習沒有盲點，同時驗證你的答案。

現在學機器學習，正是最好的年代！在過去要處理資料，就要用C語言撰寫函數；在Python裡，別人已寫好了許多套件，只要像是在玩樂高積木一樣，就能完成你想要的結果。因此我會說，現在是學機器學習最好的時候，你等於是站在巨人的肩膀上學習。本書沒有複雜的數學，沒有複雜的程式碼，以有系統的編排，引領你進入機器學習的世界。我們會介紹sklearn的資料預處理；簡單線性迴歸、多元線性迴歸、羅吉斯迴歸、K最近鄰、支持向量機、決策樹、隨機森林等監督式的機器學習模型。而在非監督模型上會介紹Kmeans。另外，大部分的書不會強調的ColumnTransformer、管道器製作。許多書沒有解釋清楚的模型預測重要指標：正確率、精確率、召回率、混亂矩陣、綜合報告、PRC曲線、ROC曲線，我們也會一次詳細說明，讓你一手掌握。實例演練時會操作中英文的文字處理，並做情感分析和主題探索。還有知名的大數據資料庫，包括波斯頓房價預測、鳶尾花資料、鐵達尼號資料、威斯康辛大學醫院收集的乳癌腫瘤病患預測、電信公司客戶流失預測、信用卡盜刷預測、Newsgroup新聞群組分類、Amazon商品評論預測、Tripadvisor裡兩家航空公司和數字預測。最後教大家如何將深度學習的模組也包裝到sklearn。現在就讓我們一起學習Python，用機器學習掌握人工智慧。

【新書簡介】★☆★ 全面掌握機器學習的影像處理，豐富實例等你來挖掘！ ★☆★機器學習的影像處理，是當前最熱門的研究領域之一，而這其中OpenCV-Python整合了OpenCV C++API和Python的最佳特性，使其成為電腦視覺領域內極具影響力和實用性的工具。本書透過案例來介紹所有影像相關的技術，包含了基礎演算法、機器學習、深度學習。在基礎部分，有影像安全（影像加密、影像關鍵部位打碼、隱身術）、影像辨識（答題卡辨識、手勢辨識、車牌辨識、指紋辨識、手寫數字辨識）、物體計數、影像檢索、缺陷檢測等。在機器學習部分，則實作了KNN實現字元（手寫數字、英文字母）辨識、數獨影像求解（KNN）、SVM手寫數字辨識、行人檢測、藝術畫（K平均值聚類）等。在深度學習方面，包括了影像分類、物件辨識（YOLO演算法、SSD演算法）、語義分割、實例分割、風格遷移、姿勢辨識等。另外在最流行的人臉辨識相關方面，則提供了人臉檢測、人臉辨識、勾勒五官輪廓、人臉對齊、表情辨識、駕駛員疲勞檢測、易容術、性別和年齡辨識等。本書對電腦視覺涉及的基礎知識進行了全面且系統性的深入梳理，能夠幫助讀者快速掌握該領域的核心基礎知識，此外，透過豐富的實例介紹，也能避免將案例作為單一問題看待的窘境，並且可以從不同的角度理解及分析問題，讓讀者能夠加以組合運用，創建屬於自己獨特的影像處理法寶！※ 本書附程式碼，可至深智官網下載：https://deepmind.com.tw/

☆★☆★【完整說明Qt 6的主要功能！最詳盡的Qt開發全書！】★☆★☆本書分為六大部分：第1部分為Qt 6基礎。以Qt 6.0的全新類別模組和介面，重新實現了各種基礎實例的功能。第2部分為Qt 6綜合實例。以新的Qt 6.0實現了電子商城系統、簡單文字處理軟體和微信使用者端程式。第3部分為Qt擴充應用。介紹了Qt設定OpenCV和OpenCV處理圖片，在綜合實例方面，展示了醫院遠端診斷系統，運用MySQL建置資料庫，進而有效管理患者資訊。第4部分為QML和Qt Quick及其應用。內容包含了QML及Qt Quick的相關內容。第5部分為Qt Quick 3D開發基礎。這是Qt 6.0新推出的功能模組，它大幅提昇了Qt在3D圖形影像領域的地位。第6部分是關於Qt 6的跨平台開發技術。跨平台是Qt 6.0的優勢特性，本書將Qt在Visual Studio、Android、Python及Linux（Ubuntu）等多種主流平台上的設定和開發方法進行了詳盡的介紹。透過本書循序漸進的教學，讀者不僅可以了解到Qt6的各種功能，也能對於圖形使用者介面的掌握更加熟悉。本書看點✪Qt概述：範本庫、工具類別及控制項。✪QML程式設計基礎、QML動畫特效。✪Qt Quick 3D開發基礎、Qt Quick Controls開發基礎。✪Qt跨平台開發：Visual Studio、Android、Python及Linux(Ubuntu)。

Abstract This book is a strategic analysis of Chinese chess application, particularly in political culture for the new Taiwanese during the KMT Ma administration I & II in Central Taipei. The research looks at the way that their political socialisation was affected by changes to the curricular guidelines for their citizenship courses (c.2008-2016). It seeks to show that citizenship education policy implementation in Taiwan had an over-scaled nationalist bias that impacted on foreign spouse learners. Fieldwork by means of in-depth interviews and classroom observations is integrated into a baseline analysis of governmental and NGO public discourses, marital immigration regulations and relevant reports. The book explicates the underlying cleavages in the struggles over pathways to citizenship that have created a complex series of links in the newcomers’ political socialisation. It thus examines how the Ma administrations addressed integration and dealt with related issues

Where Are the People?How Could the People’s Bodies Voice Themselves in the Form ofTheatrical Aesthetics?At That Time, the Audience Really Stood Up.In this evening, theater practitioners initiated the conversation with physical action. They engage with contemporary issues through their unique performance styles. From a discursive context, they enter the scene of resistance and undertake the labor of performance. Their performance is not just the preface to a series of dialogues, but also a witness to thirty years of People’s Theater.“People’s theater” belongs to the people.It is the theater created by the people and speaks for the people as it has appeared in history in diverse forms.People theater in Inter-Asian Societies began to grow in a cross-region, which included Jakarta, Manila, Bangkok, Kuala Lumpur, Hong Kong, Tokyo, Busan, Maputo, Beijing, Shanghai, Hualien, Taichung, and Taipei. Through the writings and images written down by theatrical artists from these spaces, we can figu

破譯武林招式，看懂程式設計！‧郭靖的小紅馬在Scratch裡能任意變色？‧韋小寶加盟天地會誓詞是高階程式語言？‧黃蓉的計算能力比Python還強？‧用費波那契數列就能進入桃花島？以武俠小說的場景為媒介，讓武林絕招和程式設計理論緊密結合。只要你摸過電腦、玩過電動遊戲，熟悉鍵盤和滑鼠的操作，就能讀懂本書的程式邏輯。讀者朋友可以一邊學習編寫程式的基礎知識，一邊跟著範例練習編寫代碼，不但能真正感受到程式設計的樂趣，還能解決生活中很多意想不到的大小問題。本書從用PowerPoint製作基本動畫講起，再進入麻省理工學院開發的入門級動畫軟體Scratch，最後敲開程式設計的利器Python，循序漸進帶領讀者朋友理解程式世界的奧祕，並享受數位科技帶來的樂趣。「如果你擁有電腦，卻沒有安裝Python，那叫暴殄天物。」～李開周

《與更多材料一起冒險》沉浸式接觸天然和合成材料及其迷人特性的。鳳梨如何能製成衣服？蜂蠟只適合蜜蜂使用嗎？是什麼讓鉑金有這麼多用途與珍貴？發現竹炭的多功能性；踏入熱變色的繽紛世界。並目睹新型態環保膠料「Shrilk」製作背後的創意! 從烏木森林到蜂巢，從餐廳廚房到每個人的家中，以前所未有的方式體驗材料的用途!Adventures with More Materials is an immersive encounter with natural and synthetic materials, and their fascinating properties. How can pineapples be turned into clothes? Is beeswax only meant for bees? What makes platinum so useful and precious? Discover the versatility of bamboo charcoal. Step into the colourful world of thermochromism. And witness the creativity behind the making of Shrilk! From forests of ebony trees to bee hives, and from restaurant kitchens to your own homes, experience the usefulness of materials as never before!

《與更多材料一起冒險》沉浸式接觸天然和合成材料及其迷人特性的。鳳梨如何能製成衣服？蜂蠟只適合蜜蜂使用嗎？是什麼讓鉑金有這麼多用途與珍貴？發現竹炭的多功能性；踏入熱變色的繽紛世界。並目睹新型態環保膠料「Shrilk」製作背後的創意! 從烏木森林到蜂巢，從餐廳廚房到每個人的家中，以前所未有的方式體驗材料的用途!Adventures with More Materials is an immersive encounter with natural and synthetic materials, and their fascinating properties. How can pineapples be turned into clothes? Is beeswax only meant for bees? What makes platinum so useful and precious? Discover the versatility of bamboo charcoal. Step into the colourful world of thermochromism. And witness the creativity behind the making of Shrilk! From forests of ebony trees to bee hives, and from restaurant kitchens to your own homes, experience the usefulness of materials as never before!

《與更多自然奇觀一起冒險》讓我們一起身歷其境的接觸世界上許多令人讚嘆的自然奇觀。你在哪裡可以找到會唱歌的沙子？是什麼讓舞草跳起舞來？墨西哥跳豆真的會跳動嗎？攀登岩石斜坡到挪威著名的聖壇岩；驚嘆於奈卡礦的水晶；和數以百萬計的水母一起漂流；從粉紅色的沙灘到冒著泡泡的泥漿池，從陡峭的懸崖到海洋深處，體驗前所未有並令人敬畏的自然奇觀Adventures with More Natural Wonders is an immersive encounter with even more breathtaking natural wonders of our world. Where can you find singing sand? What makes the telegraph plant dance? Do Mexican jumping beans really jump? Scale a rocky slope to Pulpit Rock. Be awed by the crystals of Naica Mine. And drift about with millions of jellyfish. From the pink sandy beaches to bubbling mud pools, and from steep cliffs to the depths of the ocean, experience awe-inspiring natural wonders as never before!

《與更多自然奇觀一起冒險》讓我們一起身歷其境的接觸世界上許多令人讚嘆的自然奇觀。你在哪裡可以找到會唱歌的沙子？是什麼讓舞草跳起舞來？墨西哥跳豆真的會跳動嗎？攀登岩石斜坡到挪威著名的聖壇岩；驚嘆於奈卡礦的水晶；和數以百萬計的水母一起漂流；從粉紅色的沙灘到冒著泡泡的泥漿池，從陡峭的懸崖到海洋深處，體驗前所未有並令人敬畏的自然奇觀Adventures with More Natural Wonders is an immersive encounter with even more breathtaking natural wonders of our world. Where can you find singing sand? What makes the telegraph plant dance? Do Mexican jumping beans really jump? Scale a rocky slope to Pulpit Rock. Be awed by the crystals of Naica Mine. And drift about with millions of jellyfish. From the pink sandy beaches to bubbling mud pools, and from steep cliffs to the depths of the ocean, experience awe-inspiring natural wonders as never before!

《有用的植物和真菌歷險記》身歷其境的接觸多種的植物和真菌，以及它們在我們生活中的用途。為什麼紅樹林會有如此獨特的根系？我們可以用什麼植物來驅趕蚊子？我們如何從蘑菇中獲取皮革？漫步在色彩斑斕的羽扇豆(又稱魯冰花)的花田中；在森林中尋找靈芝與蘑菇；觀察小小的水草。從開花的植物到不開花的植物，從森林到廣闊的田野，以前所未有的方式體驗植物和真菌的壯觀世界。Adventures with Useful Plants and Fungi is an immersive encounter with many more species of plants and fungi and their usefulness in our lives. Why do mangrove trees have such unique roots? What plants can we use to repel mosquitoes? How do we get leather from mushrooms? Stroll through the colourful fields of lupin flowers. Search the forest for reishi mushrooms. Observe the tiny watermeal plants. From the flowering to the non-flowering plants, from the forests to open fields, experience with spectacular world of plants and fungi as never before!

《有用的植物和真菌歷險記》身歷其境的接觸多種的植物和真菌，以及它們在我們生活中的用途。為什麼紅樹林會有如此獨特的根系？我們可以用什麼植物來驅趕蚊子？我們如何從蘑菇中獲取皮革？漫步在色彩斑斕的羽扇豆(又稱魯冰花)的花田中；在森林中尋找靈芝與蘑菇；觀察小小的水草。從開花的植物到不開花的植物，從森林到廣闊的田野，以前所未有的方式體驗植物和真菌的壯觀世界。Adventures with Useful Plants and Fungi is an immersive encounter with many more species of plants and fungi and their usefulness in our lives. Why do mangrove trees have such unique roots? What plants can we use to repel mosquitoes? How do we get leather from mushrooms? Stroll through the colourful fields of lupin flowers. Search the forest for reishi mushrooms. Observe the tiny watermeal plants. From the flowering to the non-flowering plants, from the forests to open fields, experience with spectacular world of plants and fungi as never before!

《發現與發明歷險記》身歷其境接觸對對我們生活產生巨大影響的重要發現和發明。是誰想出協助盲人閱讀的方法？萊特兄弟是如何讓他們的夢想起飛的？超越蛋(Beyond Eggs)是什麼？了解拱門如何穩定建築物。透過雷文霍克(Antonie van Leeuwenhoek)的顯微鏡觀察微觀生物；並從蔡倫的堅持不懈中得到啟發。從馬車到無人駕駛汽車，從X射線到魚菜共生系統，以前所未有的方式體驗世界上偉大發現和發明背後的創造力。Adventures with Discoveries and Inventions is an immersive encounter with important discoveries and inventions that have made a great impact on our lives. Who came up with a way to help the blind read? How did the Wright brothers make their dreams take flight? What are Beyond Eggs? Learn how arches can stabilise buildings. Observe the microworld through van Leeuwenhoek's microscope. And be inspired by Cai Lun's perseverance. From horse carriages to driverless cars, and from x-rays to aquaponics systems, experience the creativity behind some of the world's great discoveries and inventions as never before!

《發現與發明歷險記》身歷其境接觸對對我們生活產生巨大影響的重要發現和發明。是誰想出協助盲人閱讀的方法？萊特兄弟是如何讓他們的夢想起飛的？超越蛋(Beyond Eggs)是什麼？了解拱門如何穩定建築物。透過雷文霍克(Antonie van Leeuwenhoek)的顯微鏡觀察微觀生物；並從蔡倫的堅持不懈中得到啟發。從馬車到無人駕駛汽車，從X射線到魚菜共生系統，以前所未有的方式體驗世界上偉大發現和發明背後的創造力。Adventures with Discoveries and Inventions is an immersive encounter with important discoveries and inventions that have made a great impact on our lives. Who came up with a way to help the blind read? How did the Wright brothers make their dreams take flight? What are Beyond Eggs? Learn how arches can stabilise buildings. Observe the microworld through van Leeuwenhoek's microscope. And be inspired by Cai Lun's perseverance. From horse carriages to driverless cars, and from x-rays to aquaponics systems, experience the creativity behind some of the world's great discoveries and inventions as never before!

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

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

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

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

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

【雅思考衝必備全真考題本】■ 全真考題本（學術組）■ 內含：四份完整學術組全真考題、考試架構說明及評分標準■ 另附可下載資源：考題解答及解析、聽力測驗音檔、聽力逐字稿、口說測驗示範影片、寫作測驗參考範文■ 資源下載網址：https://www.cambridgeone.org/Authentic examination papers from Cambridge Assessment English provide perfect practice because they are EXACTLY like the real test. Inside IELTS 17 Academic with Answers with Audio you'll find FOUR complete examination papers plus details of the different parts of the test and the scoring system, so you can familiarise yourself with the Academic test format and practise your exam technique. Download the audio for the Listening tests, example Speaking test videos, answer keys with extra explanations and sample Writing answers (instructions on inner front cover), or access your audio and video directly via QR codes in the book.

【雅思考衝必備全真考題本】■ 全真考題本（一般訓練組）■ 內含：四份完整一般訓練組全真考題、考試架構說明及評分標準■ 另附可下載資源：考題解答及解析、聽力測驗音檔、聽力逐字稿、口說測驗示範影片、寫作測驗參考範文■ 資源下載網址：https://www.cambridgeone.orgAuthentic examination papers from Cambridge Assessment English provide perfect practice because they are EXACTLY like the real test. Inside IELTS 17 General Training with Answers with Audio you'll find FOUR complete examination papers plus details of the different parts of the test and the scoring system, so you can familiarise yourself with the General Training test format and practise your exam technique. Download the audio for the Listening tests, example Speaking test videos, answer keys with extra explanations and sample Writing answers (instructions on inner front cover), or access your audio and video directly via QR codes in the book.

For this special issue on “New Generation Women's Fiction from Taiwan,” we have specially invited Professor Lee Kuei Yun of the Graduate Institute of Taiwan Literature at Taiwan's Tsing Hua University to be guest editor and take responsibility for the selections. Because of space limitations it has been possible only to select twelve short stories by eleven woman writers. These writers were all born in the 1970s or later and their works were published in the year 2000 or later. Thus, they represent a period of social change in twenty-first century Taiwan and the spirit of the new generation. The introduction that we asked Professor Lee to provide is entitled “Trauma, esire, Contemporary Women's Voices.” Aside from giving a brief account of the eleven writers and their works, Professor Lee sketches “a number of writerly qualities that become perceptible… [that] represent the internal trauma, female consciousness, physical lust, cat-uman metaphors, and everyday life, etc.” In her introdu

《與更多陸地動物一起冒險》身臨其境的接觸20多個不同棲息地的居民。鹿角和牛角有什麼區別？為什麼樹懶的行動如此緩慢？你能發現黑豹的……斑點嗎？在螞蟻大軍中前進。來一次公路旅行，驚嘆於駝鹿的魅力，與椰子蟹搏鬥，還遇見令人難忘的長鼻猴！從北極荒野到安第斯山脈，從遙遠的草原到隔壁的花園，比以往更近距離地認識更多的陸地動物！*本書擴增實境(AR)互動功能，需依書中說明下載APP(Snap Learn)後使用。Adventures with More Land Animals is an immersive encounter with more than 20 residents of diverse habitats above and below ground. What's the difference between antlers and horns? Why does the sloth move so slowly? Can you spot the black panther's ... spots? March in an army of ants. Take a road trip to marvel at the moose. Wrestle with the coconut crab. And meet the unforgettable proboscis monkey! From the Arctic wilderness to the Andean Mountains, and from faraway grasslands to gardens next door, experience more land animals up closer than ever before!

《材料歷險記》身臨其境的接觸超過15種纖維、礦物、樹脂和金屬，這些材料在日常和專業被廣泛應用。天然材料和合成材料有什麼區別？琥珀如何捕捉史前生命的片段？為什麼棉花是世界上最重要的作物之一？用桑蠶紡製一些精美織品。成為魔術師的學徒，並見證鎵的迷人特性。從設計和美術到建築和施工，從科學實驗室到你的家中，以前所未有的方式欣賞材料的驚人用途！*本書擴增實境(AR)互動功能，需依書中說明下載APP(Snap Learn)後使用。Adventures with Materials is an immersive encounter with more than 15 fibres, minerals, resins and metals that have a wide range of everyday and specialist applications. What's the difference between natural and synthetic materials? How does amber capture a slice of prehistoric life? Why is cotton one of the world's most important crops? Spin some fine fabric with the mulberry silkworm. Become an illusionist's apprentice. And witness the mesmerising properties of gallium. From design and the fine arts to building and construction, and from the science lab to your home, appreciate the astonishing uses of materials as never before!

《科技和小工具的歷險記》身臨其境接觸超過15項突破性的進步，這些進步改變了我們的生活、工作和娛樂方式。第一台電腦是什麼時候發明的？光纖技術如何改變通信？如果你能用現實生活中的「力場」保護你的財物呢？在數位筆記本上塗鴉，與機器人朋友鬥智鬥勇，並穿著 GPS 鞋四處走動！從清潔我們生活空間的機器，到載著我們移動到各地的引擎，從口袋型設備到巨大的資訊中心，以前所未有的方式認識科技和小工具的驚人運作！*本書擴增實境(AR)互動功能，需依書中說明下載APP(Snap Learn)後使用。Adventures with Technology and Gadgets is an immersive encounter with more than 15 groundbreaking advances that have changed the way that we live, work and play. When were the first computers invented? How did fibre optic technology transform communications? What if you could protect your belongings with a real-life "force field"? Scribble in a digital notebook. Pit your wits against robot friends. And walk around in GPS shoes! From the machines that clean our living spaces to the engines that move us from place to place, and from pocket-sized devices to vast hubs of information, grasp the astounding workings of tech and gadgets as never before!

《與更多陸地動物一起冒險》身臨其境的接觸20多個不同棲息地的居民。鹿角和牛角有什麼區別？為什麼樹懶的行動如此緩慢？你能發現黑豹的……斑點嗎？在螞蟻大軍中前進。來一次公路旅行，驚嘆於駝鹿的魅力，與椰子蟹搏鬥，還遇見令人難忘的長鼻猴！從北極荒野到安第斯山脈，從遙遠的草原到隔壁的花園，比以往更近距離地認識更多的陸地動物！*本書擴增實境(AR)互動功能，需依書中說明下載APP(Snap Learn)後使用。Adventures with More Land Animals is an immersive encounter with more than 20 residents of diverse habitats above and below ground. What's the difference between antlers and horns? Why does the sloth move so slowly? Can you spot the black panther's ... spots? March in an army of ants. Take a road trip to marvel at the moose. Wrestle with the coconut crab. And meet the unforgettable proboscis monkey! From the Arctic wilderness to the Andean Mountains, and from faraway grasslands to gardens next door, experience more land animals up closer than ever before!

《材料歷險記》身臨其境的接觸超過15種纖維、礦物、樹脂和金屬，這些材料在日常和專業被廣泛應用。天然材料和合成材料有什麼區別？琥珀如何捕捉史前生命的片段？為什麼棉花是世界上最重要的作物之一？用桑蠶紡製一些精美織品。成為魔術師的學徒，並見證鎵的迷人特性。從設計和美術到建築和施工，從科學實驗室到你的家中，以前所未有的方式欣賞材料的驚人用途！*本書擴增實境(AR)互動功能，需依書中說明下載APP(Snap Learn)後使用。Adventures with Materials is an immersive encounter with more than 15 fibres, minerals, resins and metals that have a wide range of everyday and specialist applications. What's the difference between natural and synthetic materials? How does amber capture a slice of prehistoric life? Why is cotton one of the world's most important crops? Spin some fine fabric with the mulberry silkworm. Become an illusionist's apprentice. And witness the mesmerising properties of gallium. From design and the fine arts to building and construction, and from the science lab to your home, appreciate the astonishing uses of materials as never before!

《科技和小工具的歷險記》身臨其境接觸超過15項突破性的進步，這些進步改變了我們的生活、工作和娛樂方式。第一台電腦是什麼時候發明的？光纖技術如何改變通信？如果你能用現實生活中的「力場」保護你的財物呢？在數位筆記本上塗鴉，與機器人朋友鬥智鬥勇，並穿著 GPS 鞋四處走動！從清潔我們生活空間的機器，到載著我們移動到各地的引擎，從口袋型設備到巨大的資訊中心，以前所未有的方式認識科技和小工具的驚人運作！*本書擴增實境(AR)互動功能，需依書中說明下載APP(Snap Learn)後使用。Adventures with Technology and Gadgets is an immersive encounter with more than 15 groundbreaking advances that have changed the way that we live, work and play. When were the first computers invented? How did fibre optic technology transform communications? What if you could protect your belongings with a real-life "force field"? Scribble in a digital notebook. Pit your wits against robot friends. And walk around in GPS shoes! From the machines that clean our living spaces to the engines that move us from place to place, and from pocket-sized devices to vast hubs of information, grasp the astounding workings of tech and gadgets as never before!

內容介紹: 別再傻傻只選一個模型訓練很多模型，卻不知道應該選哪一個？沒有一個模型達標？每個模型都有其優缺點，無法取捨？小朋友才做選擇，大人全都要！你該試試集成式學習！集成式學習是使用 2 種或更多的機器學習演算法，來組合出預測能力更好的模型。DeepMind 已經使用集成式學習來組合多個神經網路，控制 Google 資料中心的運作效能；集成式學習技術也在 Kaggle 平台上，席捲了各個競賽的第一名寶座。因此，集成式學習是建立出更具威力的模型，不可或缺的技術之一。本書會介紹實務上常見的集成式學習演算法，如硬投票、軟投票、堆疊法、自助聚合法、適應提升法、梯度提升法、隨機森林、極端隨機樹等，並且使用熱門的 scikit-learn、Keras、OpenEnsembles、XGBoost 等 Python 函式庫來實作各種不同的集成式學習技術，建構出一個強大的模型。熟稔本書的內容後，不但可以精通集成式學習，在實際情境中面對問題時，亦能具備充分的專業知識判斷適用的集成式學習方法，並成功實作它們。書中採用「做中學」的方式，讓你不僅可以快速掌握理論基礎，也能了解各種集成式學習技術的實作，再加上運用真實世界中的資料集，你將能夠建立出更佳的機器學習模型，以解決各種問題，包含迴歸、分類、分群。現在翻開本書，讓我們一起進入集成式學習的世界，整合你所會的全部技術，打造最強大的模型。 本書特色: ● 繁體中文第 1 本集成式學習專書，告訴你不要再傻傻地只選一個模型● 完整介紹集成式學習中常見的演算法，包含極端隨機樹、堆疊法、自助聚合法、提升法等● 一書掌握實作集成式學習的必備套件，如 Scikit-Learn、OpenEnsembles、XGBoost 等● 用 Python 刻演算法給你看，接著告訴你怎麼用套件。讓你不只會做，還懂為什麼這麼做● 以 5 個實務案例來展示集成式學習的威力● 本書由施威銘研究室監修，內容易讀易懂，並加入大量「小編補充」補充必要知識● 本書 Python 範例程式免費下載

IntroductionThe new Travel Beyond series aims to embrace the new era for young backpackers. This two-level series is theme-oriented. The 16 units in each book represent different stages of a backpacking trip, with the aim of making learners competent to set off a journey on their own even if it is their very first one.KEY FEATURESWarm-up―Pictures and vocabulary are presented in this section, giving a little taste of the topic and increasing leaners’ motivation.Get Started―Phrases and collocations are introduced here for leaners to build up their speaking competency.Real World Listening―Well-developed listening passages that could happen at different locales while traveling provide real-life travel experience.Conversation―A theme-based dialogue with two sets of cues facilities multiple drill practices to enhance the register of the sentence patterns.More to Learn―Advanced content such as expertise knowledge, useful expressions, cultural notes, travel tips, etc., are integrated.Over to Y

A new communicative course for adults and young adults that takes students from true beginner to advanced competency in six levels.

序The publisher invites Japanese readers and Satoyama supporters to spread these stories of harmonious coexistence between humanity and nature in rural communities in Taiwan, and to keep telling the story of the Satoyama Initiative. Let us keep learning from one another through exchange, strengthening the friendship between Taiwan and Japan on the road to landscape restoration, and contributing to global biodiversity. We are all in this together, and we can do it together.內容簡介There are four books in the set, about four rural communities in Taiwan. First, The Spring on the Highland explains how two generations of farmers in Gonglaoping, Fengyuan District, Taichung enjoy the fruits of kinship with the land following the restoration of the spring on the highland. Second, Farming Village Co. Unlimited is about a Satoyama-inspired enterprise based on crop diversification and creative local produce marketing in Gongrong, Sanzhi District, New Taipei City. Third, Letters the Blue Sea Wrote to t

本書特色Analyzing authors by analyzing the words they use;Revealing the person behind the pages by revealing the condition of language.序【Acknowledgements】 I want to thank Mr. Michael Song, the President of Showwe Publisher (Taipei, Taiwan), for his encouragement and his thoughtfulness. My thanks also go to Irene Cheng and Lestat Yin for making this book possible.【Preface】 The initial idea of writing such a book on the condition of language comes from a question, which was asked by Jean-Paul Sartre in his book, What is Literature? In fact, Sartre truly wanted to ask himself and the readers, this essential question - 'What is Writing'? In Sartre's Words, again, he mentioned the way in which Charles Schweitzer was 'amazed' (Sartre 89) by the French language. In some ways, Schweitzer did not consider himself 'as a writer' - he 'played' with the language, and yet, 'had not quite made it his own' (Sartre 89). Sartre's words indicate that to write in a specific language - as a writer - firstl

This book has been specially planned to both commemorate and celebrate this milestone, and we have invited University of California, Irvine, professor Bert Scruggs to serve as guest editor to assist with its preparation and realization. The issue is divided into two parts: the first part is dedicated to a review of the publication history of the journal, its manner of selecting works to publish, as well as its contributions to the scholarly field. There are also research essays that consider the works chosen for translation themselves. The second part of the issue commemorates my retirement after more than forty years of teaching at the University of California, Santa Barbara. The main objectives of my work have been the English translation and introduction of Taiwan Literature. We have, therefore, included articles that consider my poetry, English translation, and scholarly research.創刊於1996年的《台灣文學英譯叢刊》持續了二十五年，共出版48集。我們特地策劃這一紀念專輯，以示慶祝。我們特地邀請爾灣加州大學台灣文學教授古芃擔任策劃和執行的客座編輯。這一專輯包括兩個部分：第一部分是關於

AI影像深度學習啟蒙 : 用python進行人臉口罩識別 本書涵蓋的內容有 ★線上平台COLAB使用教學 ★本機電腦Jupyter使用教學 ★基本運算、變數與字串 ★串列、元組、集合與字典 ★流程控制if else ★流程控制for與while ★函數、類別與物件 ★資料夾與檔案處理 ★txt、csv、json文件的讀寫 ★基礎套件的使用 ★Numpy的使用 ★OpenCV的使用 ★完整Tensorflow安裝流程 ★Tensorflow的使用 ★類神經網路(ANN)原理與實作 ★卷積神經網路(CNN)原理與實作 ★模型可視化工具Netron的使用 ★口罩識別模型教學 ★影像串流與實時口罩識別 這是一本想給非資電領域或初學者的入門書籍，內容從基礎語法開始，使用日常所見的比喻協助理解，在AI類神經網路的基礎部分，使用大家都熟悉的二元一次方程式來切入，多以圖表來說明概念，避免艱澀的數學推導，一步一步講解建立深度學習模型的步驟，書本最後還帶入口罩識別模型的教學實例，協助讀者從頭到尾完成一個專題，讓AI更貼近你我的生活。

Python網路爬蟲大數據擷取、清洗、儲存與分析王者歸來(第二版)★★★本書第一版是【博客來2020年】【電腦書年度暢銷榜第3名】★★★★★★★★【26個主題】+【400個實例】★★★★★★★★★★從【零】開始的【網路爬蟲入門書籍】★★★★★★★★★★大數據【擷取】、【清洗】、【儲存與分析】★★★★★★★★★★【網路趨勢】+【了解輿情】★★★★★第二版和第一版做比較，增加下列內容：★：全書增加約50個程式實例★：網路趨勢，了解輿情★：網路關鍵字查詢★：YouBike資訊★：國際金融資料查詢★：博客來圖書排行榜★：中央氣象局★：租屋網站★：生活應用下列是本書有關網路爬蟲知識的主要內容：★：認識搜尋引擎與網路爬蟲★：認識約定成俗的協議robots.txt★：從零開始解析HTML網頁★：認識與使用Chrome開發人員環境解析網頁★：認識Python內建urllib、urllib2模組，同時介紹好用的requests模組★：說明lxml模組★：Selenium模組★：XPath方法解說★：css定位網頁元素★：Cookie觀念★：自動填寫表單★：使用IP代理服務與實作★：偵測IP★：更進一步解說更新的模組Requests-HTML ★：認識適用大型爬蟲框架的Scrapy模組在書籍內容，筆者設計爬蟲程式探索下列相關網站：☆：國際與國內股市資訊☆：基金資訊☆：股市數據☆：人力銀行☆：維基網站☆：主流媒體網站☆：政府開放數據網站☆：YouBike服務網站☆：PTT網站☆：電影網站☆：星座網站☆：小說網站☆：博客來網站☆：中央氣象局☆：露天拍賣網站☆：httpbin網站☆：python.org網站☆：github.com網站☆：ipstack.com網站API實作☆：Google API實作☆：Facebook API實作探索網站成功後，筆者也說明下列如何下載或儲存不同資料格式的數據：★：CSV檔案格式★：JSON檔案格式★：XML、Pickle★：Excel★：SQLite在設計爬蟲階段我們可能會碰上一些技術問題，筆者也以實例解決下列相關問題：☆：URL編碼與中文網址觀念☆：將中文儲存在JSON格式檔案☆：亂碼處理☆：簡體中文在繁體中文Windows環境資料下載與儲存☆：解析Ajax動態加載網頁，獲得更多頁次資料☆：使用Chromium瀏覽器協助Ajax動態加載