Learn to code with Python

快速參考指南涵蓋Python 3.7到3.11「深入介紹Python，是最新、易懂且實用的指南。一本優秀的現代參考書，有大量的洞見和建議，將滿足從初級中階使用者到專家級的每個人。」—Mark SummerfieldQtrac Ltd總監Python最近在TIOBE index中被列為當今最流行的程式語言，特別是由於它在設計、原型開發、測試、部署和維護方面的廣泛適用性。透過本書最新的第四版，你將學會如何最大限度地利用Python，無論你是專業的程式設計師，還是需要這種語言來解決特定領域問題的人士。由公認的Python專家精心策劃，這個新版本側重於3.10版本，讓這本關於Python語言的開創性作品完全包含了Python五個發行版的最新資訊，包括對最近剛釋出的Python 3.11之報導。這本便捷的指南將幫助你：‧學習Python如何將資料和程式表示為物件‧理解型別注釋(type annotations)的價值和用途‧檢視哪些語言功能出現在哪個最近版本中‧探索如何透過慣用語掌握現代Python‧學習如何適當地設置Python專案的結構‧了解如何測試、除錯和最佳化Python程式碼

✨　想不到Python還可以這麼玩!? ✨✨　用天馬行空的範例 讓你陷入Python學海中無法自拔 ✨✨ 第12屆鐵人賽Software Development流量怪物最新力作 ✨意想不到的Python精彩應用！本書將影像辨識、文字探勘、機器學習、爬蟲、自動化測試、數據可視化等流行技能轉化為應用在生活場景的簡易範例，在不知不覺中點滿你的Python技能！✔ 基礎知識篇：理論教學為主，幫助程式小白快速入門構建知識框架！✔ 黑科技應用篇：實戰運用為主，從用YOLOv4機器學習實現上班摸魚、MediaPipe人工智慧套件手刻IG濾鏡到Selenium製作搶票機器人等新奇應用，包山包海讓你意猶未盡！本書打破傳統工具書的學習路線，從生活場景中代入不同應用：用OpenCV影像處理套件做出愛心QR CODE教你告白、用LINE Notify API回傳螢幕截圖到LINE聊天室教你科技捉姦、用Windows API魔改透明視窗教你上班摸魚等生活化範例，遇到困難時先翻開本書尋求科技解法就對了。並提供保母級機器學習自定義任務教學，讓你避開硬體設備限制和環境安裝的坑，直接突進技術部分，少走彎路！

使用pandas、NumPy和Jupyter進行資料整理「Wes更新了這本新版本的內容，確保它是學習Python和pandas資料分析知識的首選資源。再多的言語都無法形容我是多麼推薦這本書。」―Paul Barry講師及O’Reilly《深入淺出Python》作者這本權威的手冊將教你如何在Python中操作、處理、清理、整理資料組。第三版配合Python 3.10和pandas 1.4進行更新，用豐富的案例研究教你如何有效地解決廣泛的資料分析問題。在過程中，你將學會最新版的pandas、NumPy和Jupyter。作者Wes McKinney是Python pandas專案的創始人，在這本書中，以實用和現代化的方式介紹Python資料科學工具組，本書非常適合剛接觸Python的分析師，以及剛接觸資料科學和科學計算的Python程式設計師。本書在GitHub提供資料檔案與相關素材。‧使用IPython shell和Jupyter Notebook進行探索性計算‧學習NumPy基礎和進階功能‧認識pandas程式庫的資料分析工具‧使用靈活的工具進行載入、清理、轉換、合併與重塑資料‧用matplotlib製作資訊豐富的視覺化圖表‧運用pandas的groupBy工具對資料進行切割與彙總‧分析與處理正規和非正規的時間序列資料‧透過詳盡的範例學習如何解決真正的資料分析問題

A first introduction to dancing for toddlers, with push, pull, slide mechanisms.Push, pull and slide the tabs to join in with a first dance class in Busy Dancing! Pirouette in ballet class, learn how to tap dance and breakdance on stage in this first introduction to dance, perfect for fans of ballroom glitz!A perfect present for toddlers, young children will love playing with this bright and colourful board book with a gentle rhyme and wonderful illustrations by Jana Curll. Busy Dancing has been endorsed and recommended by Dr Amanda Gummer's Good Toy Guide.Listen along to an audio recording of this story by scanning the QR code on the back cover.Discover more of the Busy Book series with titles such as Busy Baking, Busy Party and Busy Zoo!

★快速入門Python程式設計，概念清楚講解，範例具實用性及趣味性。閱讀本書後，可具備完整的Python程式設計概念和能力，並能夠自己撰寫程式。 ★以範例實作學習Python，超過200個以上入門小範例、APCS檢定題目、電腦軟體設計丙級檢定題目、技藝競賽題目。 本書特色: 1、以高中職程度設計的Python入門學習教材。 2、快速入門、有趣且實用的範例，快樂學習，提高學生學習動機。 3、範例融入APCS、電腦軟體設計丙級檢定及技藝競賽題目。 4、使用ChatGPT獲取Python解答和建議。

●Python 詳細語法教學 ●17 個 Python 常用函式庫 ●50 個 Python 必學與生活應用範例 ●30 個 Python 影音處理範例 ●16 個 Python 網頁爬蟲範例 ●15 個 Python 網頁應用範例 ●串接 Gmail、Google 試算表、EXCEL ●串接 ChatGPT、Dialoglow、Firbase 資料庫 Python 是目前世界上最流行的程式語言之一，也是相當容易入門且功能強大的程式語言。它除了可以透過簡單邏輯進行程式設計，更具備有高效能的資料結構處理能力。Python 簡單易懂的程式語法，結合由 C 語言建構的特性，使得 Python 能跨平台開發，也幾乎能在所有作業系統中運作。 如果是 Python 初學者，可以從本書的第一章開始，循序漸進的認識語法結構、變數、邏輯、迴圈和各個型別的規範，並學會近二十個常用的標準函式庫。如果已經是 Python 的開發者，更可以直接從後半部的範例開始閱讀，透過各式範例的練習，熟悉各種 Python 的實際應用。 本書包含了 100 個以上的範例，內容涵蓋基礎應用、數學應用、生活應用、影音處理應用、網路爬蟲與網路服務應用，不僅適合自我學習，更能徹底發揮 Python 的優勢，替生活中創造更多的便利與想像。

生成式AI的初學Python程式設計課！ 新世代的程式語言學習，你不只需要學會程式語法，更需要學習如何問對你的問題，讓你輕鬆進入「提示工程」領域，成為一位程式設計的「AI溝通師」。 ★超值加贈：ChatGPT執行過程影片 ★用fChart流程圖問對問題學會程式邏輯 ★用ChatGPT寫出程式碼學會Python程式設計 •當AI能夠寫出Python程式碼後，Python學習也需破壞式創新，你不只需要學會Python語法，更要學會寫出詢問ChatGPT的問題描述。 •本書完美結合ChatGPT x流程圖，讓ChatGPT真正進入你的Python學習過程。三步驟輕鬆學會Python語法： 步驟一：透過fChart執行流程圖，讓初學者了解程式流程，寫出詳細的程式問題描述步驟，同時培養你的程式邏輯。 步驟二：使用ChatGPT程式小老師幫助你寫出Python程式碼，讓你了解程式語法。 步驟三：透過流程圖的幫助，使用Thonny開發工具來建立你自己的Python程式。 •本書提供完整fChart流程圖工具和Thonny開發環境，內建功能表命令的外掛程式，可以依據流程圖符號來插入對應的Python程式碼，輕鬆幫助你寫出文字式（非積木）的Python程式碼。

An adorable sing-along board book, with five robust board sliders that are easy for little hands to use. Colourful frogs and a cheerful nursery song that is full of repetition will help children begin to learn their numbers and count down from five to one in a fun and interactive way.Each board book includes a free instrumental and vocal version of the nursery song – simply click on the QR code for little ones to listen and sing along!With bright illustrations, this book makes the perfect gift this Easter and beyond. Look out for other titles in this bestselling series from Nosy Crow.

Discover a world of wonder on a farmyard walk, with this beautiful picture book from the National Trust.Today we’re on the farm. Let’s go!Past the gate where daisies grow . . .Look what I found!A tuft of sheep’s wool, soft as a woolly jumper.Set off on a farmyard adventure to find natural treasure, from a fluffy chick feather to a broken eggshell, then learn more about the found object with irresistibly illustrated and informative nature notes.Packed full of fascinating facts alongside a gentle rhyming narrative and encouraging children to get outside and explore their surroundings, this is a nature treasure hunt series for the whole family to treasure!Other titles in the series include: Look What I Found in the Woods and Look What I Found at the SeasideEvery Nosy Crow paperback picture book comes with a free ‘Stories Aloud’ audio recording – just scan the QR code and listen along!

Build strong reading foundations for early learners with audio read-alouds and engaging alphabet stories and activities.Colorful theme-based phonics activities and stickers get children excited to practice and learn alphabet letters and sounds and read simple sentences. The audio option on every page helps to develop children's listening and comprehension skills as they hear directions and stories read aloud. The audio feature is ideal to support learning at home and in the classroom.Listen and Learn: Alphabet workbook for grade 1 is beautifully illustrated, representing children from many cultures around the world. This colorful grade 1 activity book includes: Alphabet stories with an optional audio read-aloud feature to develop literacy and comprehension skillsA variety of activities that help children learn to read and write upper- and lower-case letters and practice long and short vowel soundsFun stickers to motivate children to complete activitiesEach book is 144 full-color pages

The #1 bestselling Warriors series continues with the thrilling conclusion to the epic Broken Code story arc. When fear reigns supreme, only hope can save the Clans.The impostor's reign of terror has brought the Clans to the brink of destruction, and now, every warrior--living and dead--must unite to defeat him before he delivers his final blow. To ensure their future and protect their past, StarClan, the Dark Forest, and all five Clans must band together to turn back the tide of darkness--before the impostor's fury destroys them all.Packed with action and intrigue, this sixth Warriors series unfolds after the events of A Vision of Shadows.

What can you make with a line, a circle or square? This inspiring book, based on an original song by children's singer SteveSongs, shows how simple shapes can be transformed into anything you can imagine from boats to skyscrapers to a circus. The catchy song and animation will soon have you dancing along, making shapes! Book with QR code provides access to an animated singalong performed by SteveSongs.

Develop healthy habits for growing bodies and minds with all new verses to this classic movement singalong. Follow a family through a day from home to school in their diverse community as they engage in healthy habits from good hygiene to reading. Includes educational endnotes about each health topic as well as a QR code on the book that provides access to video animation and audio.

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 - 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 - Drawing and writing activities to

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

Learn to Write and Spell - Homophones, is the seventh workbook in the Danger Twins Writing Series. This workbook contains over 130 pages of examples for children to write and trace the alphabet, along with all of the most common homophones listed from A to Z. New readers will learn the difference between flower and flour, knight and night, four and for, and it will help to improve their spelling abilities.Additional workbooks: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 Manners

A STEM singalong that young makers will love. Join a diverse group of budding minds and their friend Robot as they work together to build a treehouse! Designed to ignite interest in STEM â- the integration of science, technology, engineering and math â- this fact-packed singalong introduces kids to simple machines, social-emotional concepts like empathy and teamwork, and the basics of robotics and programming with 6 pages of educational notes. For even more fun, sing and dance along with the animated singalong video using the included QR code! Norma Jean Wright's powerful vocals make this revamp of "London Bridge is Falling Down" a dynamic delight.

18週練就統測英文即戰力 1. 子彈筆記：有效率制定「週」複習計畫 2. 雙效合一：必考重點整理搭配實戰演練 3. 素養命題：多種圖表閱讀題組全面收錄 字彙題： 精選統測高頻字彙與課綱議題單字，補充同反義字與搭配用法，擴充單字力！ 對話題： 歸納統測最常出現的生活情境對話，統整對話中常見實用句型，提升應答力！ 綜合測驗： 涵蓋多種主題選文，充分演練單字、片語、轉折詞與句型文法，增強解題力！ 閱讀測驗： 因應命題趨勢，提供「素養閱讀題組」和「長篇閱讀」，培養多元文本閱讀力！ 非選擇題： 精心編寫統測填充、句子重組、中譯英等非選題型，取材廣泛，強化應試力！ ＊書內附統測歷屆試題解析 QR code，手機一掃，考前複習最方便！

Enjoy an aerial view of the planet when you set sail in a hot-air balloon with three children and their small, inquisitive dog. A QR code on the book provides access to video animation and audio.

Ahoy, matey! Set sail with an adventurous group of buccaneers on their galleon. Kids will love to sing and dance and splash along with the catchy singalong and vibrant art time and time again! Includes fun facts about notorious historical pirates from around the world and even a helpful chart naming the parts of a ship. A QR code on the book provides access to video animation and audio.

本書特色： (1) 準確呈現基礎學習架構，並在新課綱架構下保留重點概念。 (2) 內文穿插【觀念小試】，即時測驗物理核心觀念。 (3) 範例提供經典試題的【解題影片】，掃描 QR code 即可立即觀看。 (4) 小節末提供【補充練習】，演練解題方式。 (5) 獨家日本大學入學考試入題，增進多元試題練習。 (6) 含大量素養試題，選題符合大考命題趨勢。 (7) 每章末皆有新式素養混合題型，符合大考命題標準。

「這本就是您需要閱讀的書。強大、技術合理且讓人大開眼界。」 －Sandra Henry-Stocker, IT World 在開發強大又有效的駭客工具時，Python是大多數資安分析師的首選程式語言。在這本暢銷的《黑帽Python》第2版中，您將探索Python功能的陰暗面：從編寫網路監聽程式、竊取電子郵件憑證和暴力破解目錄開始，到製作變異模糊測試、調查虛擬機器和製作隱蔽木馬程式等都是本書介紹的內容。 第2版本中的所有範例程式碼均已更新至Python 3.x。書中還新增了關於使用Volatility框架的位元移位(bit-shifting)、程式衛生守則(code hygiene)和入侵鑑識(offensive forensics)等內容，以及對Python程式庫ctypes、struct、lxml和BeautifulSoup的擴充解釋，另外還介紹了入侵攻擊的駭客策略，例如拆分位元組、利用電腦視覺程式庫和爬取網站內容等。 您將學到： ‧利用GitHub建立木馬命令和控制伺服器 ‧偵測沙盒，以及將各種惡意軟體的工作自動化，例如紀錄鍵盤按鍵和螢幕截圖 ‧擴充Burp套件的Web駭入工具 ‧以創意手法控制處理程序來提升Windows許可權 ‧使用入侵記憶體的鑑識技巧擷取密碼的雜湊值(hash)，並找出虛擬機器的漏洞弱點 ‧濫用Windows自動化 ‧以不被偵測到手法從網路中外洩資料 在資安攻防的領域中，您要有能力可即時製作出功能強大的工具程式。《黑帽Python》這本書能教您如何製作。

幫助沒有任何Python基礎的使用者，學會自動化Excel工作，在Excel中，輕鬆借助Python的資料分析和科學計算工具完成任務在微軟的相關論壇中，使用者期望Excel支援Python的呼聲不斷，為什麼這個組合如此受人矚目？在這本實用的手冊當中，xlswings開發者Felix Zumstein，將現身說法，告訴您如何使用Python來達成Excel的自動化作業。雖然Excel在過去幾年加入許多新功能，但其內建的腳本語言VBA已經停滯多年，許多Excel高手都已經開始運用Python來達成自動化作業，本書可以幫助您：．無需進階程式設計知識即可運用Python．使用現代化工具，包括Jupyter Notebook和Visual Studio Code．使用Pandas取得、清理與分析資料，並取代傳統的Excel計算．將繁瑣的工作自動化，如彙整工作簿與產出報表．透過xlswings建立使用Python作為運算引擎的Excel互動式工具．透過Python程式協助Excel自資料庫、CSV檔與網路取得資料．使用Python取代VBA與樞紐分析表＂本書告訴你如何整合Excel和Python，將你從不可避免的龐大活頁簿、數以千計的公式，以及狼狽不堪的VBA 程式碼中解放出來。這是我看過最有用的Excel工具書，也是Excel進階使用者必讀的一本佳作。＂－Andreas F. Clenow, Acies資產管理資訊長暨暢銷財經書作家

Get movinâ' and groovinâ' with 7 dancing dinosaurs! With funky lyrics and a catchy rap performance, this rhythmic romp encourages safe and exciting creative movements that are sure to inspire pretend play. Colorful artwork by bestselling Animal Boogie illustrator Debbie Harter and 6 pages of dinosaur facts make this an inclusive, educational and fun addition to your singalong library. Youâ're guaranteed to put it on repeat! A QR code on the book provides access to video animation and audio.

Take an exciting bus ride from a Guatemalan village to a market town with this fresh approach to a favorite song. Features a Guatemalan-inspired, marimba-flavored singalong and educational endnotes about life in Guatemala. A QR code on the book provides access to video animation and audio singalong.

Chug along with a farmer and his tractor on this multi-season animal adventure! A busy farmer picks up fifteen animals along his route, but when his trailer hits a stone, chaos ensues. This colorful book combines simple counting instruction with humor, repetition and rhythm to encourage learning fun. Includes educational endnotes on the different machines farmers use and the crops they grow! A QR code on the book provides access to video animation and audio.

探討各種利用Python輔助Excel的可能性 本書結合OpenPyXl、win32com、xlwings和pandas等Python套件全面介紹使用Python實現Excel腳本開發的各種可能性，涵蓋的內容包括：Python語言基礎、Python檔案操作、Excel物件模型、Excel圖形繪製、Excel圖表繪製、字典在Excel中的應用、正規表示式在Excel中的應用、使用Pandas提高資料處理效率、使用Matplotlib繪圖、Python與Excel VBA整合應用等。 誰適合閱讀本書 任何對Excel Python腳本開發感興趣的朋友閱讀，可以是有程式開發需求的上班族、數據分析人員、大學生、研究人員和程式設計師等。 在資料分析方面，Python實際上已經遠遠超越VBA，因為使用Python提供的資料處理函數和模組就可以實現很多功能，既快速、可靠又簡便。

一本即時回應高三生升學問題的隨身讀，本書特點如下： ★ 囊括高三必經關卡的指引—「考前煩惱」、「落點分析」、「志願選填」、「父母溝通」、「甄選準備」等五大關。 ★ 以一問一答方式回應升學疑問，容易理解，自己讀也行。 ★ 彙整高三常用的網路資源，掃一下QR code就能進入網站，節省搜尋時間。

Discover a world of wonder on a seaside stroll with this beautiful picture book from the National Trust. Chasing waves and having fun, water sparkling in the sun . .. Look what I found! A curly seashell. Inside it shines bright, like a pearl.Set off on an adventure to find treasure, from swirly sea shells to mysterious mermaid's purses, then learn more about each object with richly-illustrated and informative nature notes. Packed full of fascinating facts alongside a gentle rhyming narrative and encouraging children to get outside and explore their surroundings, this is a nature treasure hunt series for the whole family to enjoy. Every Nosy Crow paperback picture book comes with a free 'Stories Aloud' audio recording - just scan the QR code and listen along! Other titles in the series include: Look What I Found in the Woods

- 涵蓋Python 3.0至3.9實用特性- 運用Type Hints增加程式可讀性與穩固性- 深入常用模組之應用與實作- 介紹asyncio模組與非同步設計- 包含裝飾器、meta類別實作等進階主題‧作者自PyCon Taiwan 2013以來實行多次Python入門課程，匯整學員在課程中遇到的觀念、實作、應用等問題之經驗集成。‧基於Python 3.9而撰寫，涵蓋Python 3

Count to ten and race to launch your rocket first with this interactive learning game from Scholastic Early Learners! An innovative, math-focused learning game complete with QR-code guidance. Provides

從做中學！淺顯的對話教學！易懂的程式開發！ 帶你逐步學習Python！從簡單的程式設計到人工智慧應用程式開發都體驗得到！ 在你學習Python程式開發原理的同時，也將製作出充滿樂趣的人工智慧應用程式！ 近年來，Python是非常熱門的程式語言，尤其是在人工智慧這個領域上受到大眾的矚目。在網頁開發與資料分析上，Python的使用者數量都在持續上升中。 本書是針對Python新手所設計的書籍，不但可以

夏天的漂鳥，到我窗前來唱歌，又飛去了。秋天的黃葉，沒有歌唱，只嘆息一聲，飄落在那裡。──《漂鳥集》‧1Stray birds of summer come to my window to sing and fly away.And yellow leaves of autumn, which have no songs, flutter and fall there with a sigh.—St

Learn how to draw with Katie - the star of James Mayhew's much-loved Katie books.Art adventurer Katie has been capturing the hearts and imaginations of children for over 25 years - and now young art l

Programming knowledge is often necessary for finding a solution to a biological problem. Based on the author’s extensive experience, Python for Bioinformatics helps scientists solve their biological p

From the creators of Scratch comes ScratchJr, a programming language designed for young children (ages 5-7).The ScratchJr Book is the perfect addition to the free app and makes coding and computer science easy and fun for all ages!In The ScratchJr Book, kids learn by playing with programming blocks and building their own animated collages, interactive stories, and playable games.Thirty step-by-step activities help kids develop computational thinking, problem-solving, and design skills. Each chapter has several smaller activities that build on one other, culminating with a fun, final project. By the end of the book kids and parents will be ready for all sorts of new programming adventures.Each activity includes:step-by-step, easy-to-follow directionsliteracy and math connectiontips for grown ups and teachers creative challenges to explore and grow!

An exciting new concept series for toddlers on the go!Learn all about the world of colors with Scholastic's brand new CARRY AND LEARN board book program! This program teaches toddlers early learning c

This lively, learn-by-doing guide proves that programming doesn't have to be dull. With his trademark conversational style, author Rob Miles teaches you the fundamentals of using Microsoft Visual C# 2