Learn to code with Python

用Python和No-Code工具來開發專屬你的LLM應用 新手友善的LLM應用實戰指南，理解本質才能精準操作LLM這個黑盒子 從基礎AI開發開始，奠定AI應用飛躍之路 【內容簡介】 ♚學習AI開發：建立正確觀念，奠定紮實基本功 ♚理論實作並行：由淺入深學習，搭配程式碼實作 ♚套件全面剖析：理解套件背後的設計思路與取捨 ♚搭配No-Code工具：完整解析繁體中文Dify實戰 本書改編自第16屆iThome鐵人賽生成式AI組冠軍系列文章《Python新手的AI之旅：從零開始打造屬於你的AI / LLM應用》。本書將一步步帶著讀者學習建構一個AI應用的必備知識，從理論到實作都有涵蓋，不用擔心自己沒有AI的基礎。 本書專注於推論階段的LLM應用，前半部分介紹的是AI的基礎知識、LLM API的使用方法，以及圍繞在LLM周邊問題的解決方案；後半部分則詳細介紹Agent以及Dify這個No-Code LLM應用設計平台的使用方法和小訣竅；最後則是LLM應用的相關補充資料。 看完本書的你，就相當於擁有精準操作LLM這個「黑盒子」的基本能力，任何天馬行空的想法都能實現，而這也將會是你進入AI領域最開心的前奏。 【目標讀者】 ✪Python新手、想做點什麼的人。 ✪對AI有興趣、不知道怎麼開始的人。 ✪對開發LLM應用有興趣的人。 ✪不怕被說是套模仔的人。 本書改編自第16屆iThome鐵人賽生成式AI組冠軍系列文章《Python新手的AI之旅：從零開始打造屬於你的AI / LLM應用》。本書將一步步帶著讀者學習建構一個AI應用的必備知識，從理論到實作都有涵蓋，不用擔心自己沒有AI的基礎。本書專注於推論階段的LLM應用，前半部分介紹的是AI的基礎知識、LLM API的使用方法，以及圍繞在LLM周邊問題的解決方案；後半部分則詳細介紹Agent以及Dify這個No-Code LLM應用設計平台的使用方法和小訣竅；最後則是LLM應用的相關補充資料。

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完整收錄學測核心字彙 依難度分級編排，Level 3 (40回) + Level 4 (40回) + Level 5 (20回)，共100回。補充最豐富 單字補充搭配詞、同反義字、常用片語，舉一反三超有感。最強背單字配套 1. 拼讀 + 例句音檔QR code：獨特「拼讀模式」，搭配例句加深記憶。 2. 三民誌2.0 APP：免費下載，隨時隨地培養核心英文字彙力。 「音檔下載」請至三民．東大音檔網 。 https://elearning.sanmin.com.tw/Voice/

本書特色完整收錄學測核心字彙依難度分級編排，Level 3 (40回) + Level 4 (40回) + Level 5 (20回)，共100回。獨家「間隔複習」設計目次和單字頁設有複習圈，方便安排多次複習，多次背誦不易忘。補充最豐富單字補充搭配詞、同反義字、常用片語，舉一反三超有感。市面最強單字配套組合1. 習題本：100回練習，另附3回學測字彙精選題，即時檢測。2. 拼讀 + 例句音檔QR code：獨特「拼讀模式」，搭配例句加深記憶。3. 一字多義本：因應學測出題趨勢，每回增補4組一字多義，考前衝刺最好用。4. 三民誌2.0 APP：免費下載，隨時隨地培養核心英文字彙力。「音檔下載」請至三民．東大音檔網 。 https://elearning.sanmin.com.tw/Voice/

Python被譽為最易上手的程式語言，但你真的是用Python的腦袋寫Python嗎？ 身為Python的開發者，想要「寫得更好」，還想知道「為什麼這樣寫比較好？」 《Effective Python 第三版》延續前兩版廣受好評的風格，集結125個經過實戰驗證的開發技巧，全面涵蓋Python 3.11最新語法與標準函式庫。從基礎語言機制、函式與類別設計，到協同程式、型別提示與效能優化，每一項建議都清楚說明「為什麼這樣寫比較好」，幫助你避開常見雷區、寫出更簡潔、可維護、具備Python風格的程式碼。 🔹 條目式設計，查找方便、精練實用 🔹 專為Python 3.11打造，掌握語言最新演進 🔹 每個條目皆含範例、反例與最佳實踐 🔹 作者為Google資深工程師，實戰經驗豐富 不僅告訴你「怎麼寫」，更像是經驗豐富的前輩手把手教你「為什麼這樣寫更好」，帶你從語言使用者晉升為真正精通Python的開發者！ ----------------------------------------------------------------------- 精通Python程式設計技術，掌握125個具體可行的最佳實務做法，寫出更加高效、易讀、易維護的程式碼 Python是一門功能多元且強大的語言，但想真正發揮它的潛力，光是熟悉語法還不夠。Effective Python中文版 第三版，是你掌握Python獨特優勢、避開隱藏陷阱的全方位指南。本書奠基於廣受好評的第二版，將最佳實務做法從90項擴增至125項，這些都是撰寫高品質 Python 程式碼的關鍵基石。 作者Brett Slatkin汲取其多年在Google的深厚實務經驗，為初階與資深的Python開發者提供了清晰、簡潔且實用的建議。書中每一個做法都深入剖析了「Pythonic」的程式設計之道，幫助你理解如何寫出不僅正確、有效，更能兼具優雅與易維護性的程式碼。無論你是在建構Web應用程式、分析資料、撰寫自動化指令稿，或是訓練AI模型，本書都將賦予你必要的技能，讓你能運用Python創造非凡的影響力。 主要特點包括 ■ 內容升級：新增35個全新做法，擴增至125條具體可行的準則。 ■ 對應新版：涵蓋至Python3.13新版功能的語法與實務趨勢。 ■ 新增章節：剖析如何建置兼具穩健性與高效能的程式。 ■ 進階主題：深入探討如何

✧✦ 初學 Python 的最佳教材，第一次寫程式就上手！ ✦✧✧✦ 從基礎語法到生成式 AI 應用，打穩 Vibe Coding的關鍵能力 ✦✧身處在 vibe coding 的時代，在當前要能順利和 AI 協作，程式能力依然是不可或缺的。同時，在大數據、人工智慧相關的領域，Python 也還是那個最強的工具。本書以淺顯易懂的筆觸與大量的實例演練，引導你在動手寫程式的過程中學會 Python 的語法和程式邏輯，跨越初學者經常遇到的障礙，進入資料科學、大數據分析與人工智慧等專業的領域。有了基本的程式能力以後，便能有效的監督 AI 產生的程式碼，又或是清楚地提出自己對程式的要求。如此一來，你將能透過 vibe coding 體會到前所未有的樂趣！☛ 清楚明瞭的語法教學，第一次寫程式就上手！☛ 豐富滿點的實作範例，自己動手反覆練習最有感！☛ 無縫接軌四大套件－NumPy、matplotlib、SciPy、pandas☛ 紮穩資料科學基礎，銜接機器學習最強套件－scikit-learn☛ Requests、Beautiful Soup－網路爬蟲☛ OpenCV、YOLO－人臉辨識、物體偵測一把罩！☛ 輕鬆建立本地端 AI 助理－Ollama、Streamlit本書特色: ✯最易學習✯沒學過程式設計或學到一半就放棄的都沒關係，本書從基礎語法和程式邏輯開始，以淺顯文字及簡明程式，帶你快速學會Python在不同領域的應用。✯豐富範例✯本書提供豐富實用的範例，搭配各小節的隨堂練習和章末的學習評量，立即驗證學習成果，自學或課堂教學都適合。✯最強應用✯本書包含下列幾個與資料科學、網路爬蟲、機器學習、電腦視覺、自然語言處理、大型語言模型等應用相關的最強套件。有了這些基礎，你就可以進一步往資料科學、大數據分析、人工智慧等專業的領域發展：▪ NumPy → 資料運算▪ matplotlib → 資料視覺化▪ SciPy → 科學計算▪ pandas → 資料處理與分析▪ Requests、Beautiful Soup → 網路爬蟲▪ scikit-learn → 機器學習▪ OpenCV → 人臉偵測與辨識▪ YOLO → 物體偵測與圖像分割▪ Ollama、Streamlit → 本地端 LLM 與網頁版聊天機器人

全新第三版，以更流暢的方式帶你掌握語法基礎、現代工具與AI模型，讓你在真實開發情境運用 Python更快、更精準。 • 更直覺的現代化Python語法與套件 • 新增AI模型與效能最佳化主題 • 網頁、資料庫、網路應用一次整合 • 掌握清晰易懂、好維護的高品質程式風格 • 強化套件活用力，加速開發效率 ---------------------------------------- 「Bill Lubanovic在這本精采絕倫的作品中，先為你奠定深厚穩健的程式設計基礎，再教你如何以豐富強大的Python工具箱解決真實世界的問題。透過本書，你一定能學會運用Python來解決問題。」 ――Loïc Pefferkorn，開放原始碼系統工程師 「本書涵蓋大量實用的Python程式和第三方套件，以慧黠的對話風格來呈現有趣、充實的內容。」 ――Nathan Stocks，Agile Perception 「本書的可貴之處在於，Python如何在當今飛速變動的世界中，與AI、資料庫、網頁伺服器等關鍵技術領域接軌及互動。」 ――Patrick Viafore，《Robust Python》作者(O’Reilly, 2021) 程式設計有時非常複雜，甚至令人彷彿陷入五里迷霧一般。這就是Python特別流行的原因――它是最易學、易懂，也最容易撰寫出成果的程式語言之一。 《精通Python》已經是初學者與中階開發者的重要資源了。全新的第三版加入AI模型操作、效能最佳化等新主題，帶你以現代開發者的視角探索Python，從語言細節、運算工具到專案實作都完整涵蓋。內容清晰、引人入勝，並以專案導向搭配大量實用範例，讓你能立即拓展技術版圖，從網頁開發、資料庫到網路應用全面提升實力。 • 瞭解Python資料結構與操作 • 寫出正確且易讀的Python程式碼 • 閱讀別人的Python程式碼，因為開發者經常這麼做 • 接手網頁開發或資料庫開發等主力工作 • 動手體驗最新AI模型與新興技術

《Seaborn科技繪圖：基於Matplotlib的Python數據可視化》共分為12章，內容從基礎到進階，涵蓋Seaborn與Matplotlib的核心應用與技術。《Seaborn科技繪圖：基於Matplotlib的Python數據可視化》首先幫助讀者搭建Python繪圖環境，並詳細講解如何利用Seaborn和Matplotlib繪製各種常見類型的圖表，包括條形圖、散點圖、直方圖、回歸圖、熱圖等，覆蓋單變量、雙變量以及多變量數據可視化。然後深入探討如何定制圖表樣式、選擇合適的配色方案、優化圖表設計，以及處理複雜數據集的可視化任務，確保讀者能夠應對各種可視化挑戰。《Seaborn科技繪圖：基於Matplotlib的Python數據可視化》內容不僅覆蓋了繪圖所需的基礎技術，還通過豐富的實際案例和技巧，幫助讀者提升數據可視化的能力。《Seaborn科技繪圖：基於Matplotlib的Python數據可視化》既適合剛剛接觸數據分析的新手，也適合從事數據分析、機器學習、科學研究的專業人士。

此書配合108課綱，三民普通型高級中學英文課本內容編寫。是自主學習、課後複習最佳夥伴。本書針對課本、附冊的重點：課文、單字片語、句型詳加解析，並搭配專業老師精心編寫的即時練習，讓學習有重點，效率高。Read About It：逐句講解課本裡，每課課文文法重點、句構並提供中文翻譯。Words for Production & Idioms and Phrases：逐個介紹附冊裡的單字與片語，並提供搭配用法等補充資訊。Learn About Sentence Structure：說明課本內重點句型的意義與用法。延伸補充FYI：針對當課相關的額外資訊，彙整成四大類，字詞知識、Usage、字以類聚、slang & saying。提高自主學習效率。Give it a shot!：課文、單字片語、句型的即時練習，加深印象。

本書以提高讀者的大數據分析能力為目標，基於財經類學生的學情背景，劃分依次遞進的Python應用基礎、數據分析、財務應用3個學習階段。Python應用基礎部分包含準備Python開發環境、Python語言基礎和學習pandas模塊，旨在幫助讀者搭建Python的基礎知識體系；數據分析部分包括財務數據獲取與清洗、財務數據處理和財務數據可視化，旨在幫助讀者掌握利用Python進行數據分析的工作流程和工作方法；財務應用部分則精選財務工作的幾個典型業務場景，包括工資核算與分析、銷售數據多維分析、財務指標綜合分析，每個案例都簡明介紹相關財務知識，並從業務需求、整體設計、技術實現幾個層面展開，旨在提升讀者面向實際工作的思考能力和解決問題的能力，全面提升數字化素養。 本書適合作為高等院校財經類專業相關課程的教材，也可作為希望探究Python在財務領域應用的從業人員的學習參考書。

隨著 Vibe Coding 進入成熟期，身為龍頭產品的 Claude Code 也快速成長，以幾乎日更的方式快速修正 bug 並增添新功能，本書就從新手入門開始，邊做邊學一路熟練各項功能，內容涵蓋：｜遠端遙控｜開發到一半要外出？你可以啟用遠端遙控，不論用平板/手機開啟 Claude App，還是透過瀏覽器開啟 Claude Code on the Web，或是利用 Telegram 傳訊息，隨時隨地都可召喚家裡的 Claude Code 繼續工作。還可以指揮 Claude Code 協作修改 GitHub 上的專案。｜記憶架構全解析｜分不清楚該寫在 CLAUDE.md？rules 下的 markdown 檔？還是要寫成 Skill？或是記錄在 auto memory 中？本書會帶你認識完整記憶架構，讓個別記憶檔穠纖合度又各盡其職，完美提供 Claude Code 正確的規範。｜MCP or Skills+CLI｜聽說 Skills 會取代 MCP？本書會帶大家釐清觀念，用實例呈現 MCP 負責引入外部工具、Skills 建立流程的角色定位，並進一步展示 Skills 結合 CLI 工具，與 MCP 相輔相成擴展 Claude Code 能力。｜為 SDD 做好準備｜套用 SDD 開發的第一步就是要有清楚完整的需求，本書會透過最後的數獨遊戲與 YouTube 影片轉投影片的實作範例，示範結合神人設計的 grill-me skill 與 plan 模式規劃出良好的規格，讓實作結果符合需求。｜多 Agent 分工｜諸葛亮再強，什麼事都靠他最後也只能鞠躬盡瘁，不如利用 Subagent 把任務分工，在各自獨立的 context 中擔負專精的角色同時處理分項工作，不但省時，也能更專注分項工作提升成果品質，不只是勝過一個諸葛亮，根本多個諸葛亮分身。｜用 Hook 篩選檔案與命令｜想要使用 acceptEdits 模式加速交談卻又想依照自訂邏輯管控編輯特定檔案，或者想要使用 bypassPermission 模式放飛，卻又擔心網路上聽到的慘劇發生在自己身上？你可以使用 Hook 攔截對關鍵檔案的修改，也可以防堵惡意命令執行，穩定又安全。｜用 /loop 與 /routines 建立定期任務｜Claude Code 不只會生程式碼，也是一個超級小幫手，你可以讓它在本機定時執行任務

Python正宗入門．AI輔助學習 感謝眾多讀者與教師好評 一本引領數萬讀者一探Python世界、 也讓老師用了再用的暢銷經典 【書附超值學習資源】 「Python快速入門的10堂課」影音教學/範例程式檔/綜合演練參考解答 「善用ChatGPT學Python入門」影音教學 AI人工智慧時代 跨入程式語言、鍛鍊邏輯與運算思維 就從Python開始學 Python是目前最熱門的程式語言，執行功能強大，但語法卻簡潔優雅、易於學習，更方便應用在許多專案實作上。它也沒有複雜的結構，程式易讀，且易於維護。 Python的應用範圍相當廣泛，無論是資訊蒐集、大數據分析、機器學習、資料科學、網站建置，甚至是遊戲開發等，都能看到它的身影。本書以零基礎學習者的視角進行規劃，從最基本的認識程式語言與環境架設切入，再進到程式設計流程的完整學習，輔以觀念圖解、表格歸納，以及流程圖，深入淺出一窺Python程式語言與設計的奧妙！ 要懂Python 就要這樣真正的入門 徹底掌握程式語言與設計的核心！ ■適合無程式設計經驗或想打好Python基礎者，從中了解運算思維精神，扎根程式設計學習，培養邏輯運算能力。循序漸進的內容涵蓋：認識運算思維、程式語言與設計、環境建置、變數、運算式、判斷式、迴圈、串列與元組、字典、函式與模組、演算法，以及檔案與例外處理…等，讓初學者無痛學習，輕鬆打好基本功。 ■提供在本機建置開發環境的方法，以及熱門Google Colab雲端開發環境的技巧，不需安裝設定即可撰寫並執行Python程式。 除此之外，更新增AI輔助學習內容。Colab內建強大的Gemini模型，可透過AI協助處理許多程式設計及除錯工作，也可以解釋程式碼，可說是非常好的學習助手。 ■精心設計100題實作範例，輔以130題綜合演練，從做中學，快速學會每個學習重點，並能應用於實際專題中。範例大小適合讀者平時的學習，或每週固定時數的教學課程。 ■融入精采的情境實例，貼近生活應用，也讓練習更有趣，如：數學運算、密碼判斷、成績評等、電影分級、百貨公司折扣戰、數字比大小、薪資計算表、成績單與業績報表列印、日期時間格式與溫度轉換、擲骰子遊戲、大樂透抽獎、搜尋中獎者、彩券對獎，以及血型個性、四季天氣、成績輸入、產品銷售、電費、世大運獎牌數與家庭支出查詢…等運用。 ■提供更完整的演算法運作實例搭配流程圖，有利理解運作思路與規則

Join in this popular nursery rhyme as you slide and play with this interactive board book!Sing along with your baby as you help Little Bo Peep find her lost sheep with this sturdy book that encourages language development. Use the Stories Aloud QR code to listen to the song and join in the words as you pull the sliders and spin the wheel. The perfect first introduction to this classic nursery rhyme. Other titles in the series: Here We Go Round the Mulberry Bush, Five Little Speckled Frog, Polly Put the Kettle On, Old MacDonald Had a Farm and Twinkle, Twinkle, Little Star, plus many more.

Come and play with Pip and Posy in this brand-new picture book based on the popular TV show!Pip and Posy are painting ducklings! But when the paints accidentally get mixed up, Pip gets a little cross with his friend. Will Posy help Pip to see that even if things don't go quite to plan, they can still have lots of fun?Listen to the free Stories Aloud audiobook by scanning the QR code inside the front cover to read along with the story!Magic Light's BAFTA-nominated Pip and Posy TV show is based on the bestselling books by Axel Scheffler and is available on Milkshake!, Sky Kids and Nick Jr. in the UK.Join Pip and Posy and all their friends for more playful adventures:Pip and Posy: The Bug Hotel (Picture Book)Pip and Posy: Best of Friends Sticker Activity BookPip and Posy: Let's Get ColouringPip and Posy: How Are You? Tabbed Board Book

Syaman Rapongan is a chronicler of his people, the Tao, an Indigenous community who live on Orchid Island near the island of Taiwan. In Eyes of the Sky, he invites readers to learn the ways of this oceanic world--and to learn to see their own worlds anew through a Tao lens. Employing oral storytelling conventions, Eyes of the Sky opens by recounting the history of the Tao, from their mythic origins to the present day. Its first chapter is narrated by a giant trevally, a fish common to the waters around Orchid Island. It then tells the stories of three generations of a single family--father, son, and grandson--exploring the transformation of Tao society through their encounters with Han-Taiwanese modernity. Syaman Rapongan paints a vivid picture of his homeland--its mountains and seas, flora and fauna, climate and ecology--as well as local culture and customs. In describing fishing practices, canoe building, and conversations with friends from his village, he illustrates the Tao's ecolo

YLE劍橋兒童英語認證 擬真試題 滿盾出擊YLE A1 Movers模擬試題完全依據新制試題的題型所設計，提供一回完整的模擬測驗，涵蓋聽、讀、寫、說四大面向。解答與聽力稿另外裝訂成冊，便於教師使用及檢討答案。利用手機或平板掃描音檔 QR code 即可搭配練習，讓準備參加測驗的學生，熟悉考試題型與作答方式，正式上場更有信心。本書特色1.全書依據 YLE A2 Flyers 新制測驗題型所設計。2.附有解答、聽力稿、音檔 QR code，方便即時練習及檢討答案。3.另有不同版本試題增加考前練習機會，可依照考生需求彈性選用。延伸版本Cambridge YLE A2 Flyers 模擬試題 1 (附QR CODE隨掃即聽)Cambridge YLE A2 Flyers 模擬試題 2 (附QR CODE隨掃即聽)適用對象1.準備參加劍橋兒童英語認證 YLE A2 Flyers 的學生2.學習英文三年以上的學生3.英語程度符合 CEFR A2等級的學生

YLE劍橋兒童英語認證 擬真試題 滿盾出擊YLE Pre A1 Starters模擬試題完全依據新制試題的題型所設計，提供一回完整的模擬測驗，涵蓋聽、讀、寫、說四大面向。解答與聽力稿另外裝訂成冊，便於教師使用及檢討答案。利用手機或平板掃描音檔 QR code 即可搭配練習，讓準備參加測驗的學生，熟悉考試題型與作答方式，正式上場更有信心。本書特色1.全書依據 YLE Pre A1 Starters 新制測驗題型所設計。2.附有解答、聽力稿、音檔 QR code，方便即時練習及檢討答案。3.另有不同版本試題增加考前練習機會，可依照考生需求彈性選用。延伸版本Cambridge YLE Pre A1 Starters模擬試題 1 (附隨掃隨聽QR CODE音檔)Cambridge YLE Pre A1 Starters模擬試題 2 (附隨掃隨聽QR CODE音檔)適用對象1.準備參加劍橋兒童英語認證 YLE Starters 的學生2.學習英文一年以上的學生3.英語程度符合 CEFR Pre A1 等級的學生

YLE劍橋兒童英語認證 擬真試題 滿盾出擊YLE A1 Movers模擬試題完全依據新制試題的題型所設計，提供一回完整的模擬測驗，涵蓋聽、讀、寫、說四大面向。解答與聽力稿另外裝訂成冊，便於教師使用及檢討答案。利用手機或平板掃描音檔 QR code 即可搭配練習，讓準備參加測驗的學生，熟悉考試題型與作答方式，正式上場更有信心。本書特色1.全書依據 YLE A1 Movers 新制測驗題型所設計。2.附有解答、聽力稿、音檔 QR code，方便即時練習及檢討答案。3.另有不同版本試題增加考前練習機會，可依照考生需求彈性選用。延伸版本Cambridge YLE A1 Movers模擬試題 1 (附隨掃隨聽QR CODE音檔)Cambridge YLE A1 Movers模擬試題 2 (附隨掃隨聽QR CODE音檔)適用對象1.準備參加劍橋兒童英語認證 YLE A1 Movers 的學生2.學習英文二年以上的學生3.英語程度符合 CEFR A1等級的學生

If you ask the average person who an entrepreneur is, they’ll probably say people like Steve Jobs, Elon Musk or Mark Zuckerberg. But the truth is, you don’t need to know how to code or raise VC money to start a business. There are hundreds of millions of small business owners globally, with most creating simple, straightforward services that customers need.Nick Huber, founder of The Sweaty Startup and several million-dollar businesses, challenges the prevailing Silicon Valley wisdom by demonstrating that success as a small business owner is based on the essential principle of doing common things uncommonly well. In The Sweaty Startup, Nick offers readers the simplest, easiest, and lowest-risk path to reclaiming entrepreneurship, generating value, and forging a new path to get ahead on their own terms. By returning to the most foundational business tactics, this book is a refreshing burst of clarity and simplicity in a world that’s obsessed with technology startups, the suffocating sque

Set your child on the road to reading with 50 flashcards that introduce cars, trucks, animals, colors, numbers, and more, all featuring classic art from the busy, busy world of Richard Scarry!Covering numbers and colors, as well as planes, trains, boats, and other topics that kids will love, this set of fifty flashcards is the perfect way for children ages 3 to 5 to learn how to read. Each card includes a word on one side, and the reverse side features the same word paired with artwork from beloved Richard Scarry books likeCars and Trucks and Things That GoandBusy, Busy Town. At first, kids will learn to pair the word with its corresponding picture, and then they'll begin to read the word on its own.Carefully crafted for your early reader, the cards are oversized so that little hands can hold them with ease, and are also the perfect size for taking on the go. Additionally, the cards are packaged with a Velcro closure so that kids can access the cards by themselves.Richard Scarry’s Firs

Python語言是一種功能強大的高級程式設計語言，廣泛應用於資料分析、Web開發、雲計算、自動化運維等多個工程領域，特別是隨著人工智慧技術的飛速發展，Python作為該領域內的首選開發語言，受到越來越多科研工作者的青睞。本書內容精煉、文字簡潔、結構合理、實訓題目經典實用、綜合性強，明確定位面向初、中級讀者，由「入門」起步，側重「提高」。適合作為高職、大專院校相關專業Python程式設計的教材或教學參考書，也可以供從事電腦應用開發的各類技術人員應用參考和培訓資料。

使用「經濟版Copilot」輔助學習Python程式設計 VS Code + GitHub Copilot 建立你的程式閱讀力 × 提示工程力 × 架構思維 ● 不背語法，也能看懂Python程式碼 ● 9大AI提示詞，系統化訓練「程式閱讀力」 ● Copilot寫程式，你負責評估糾錯與決策 ● 從AI輔助學習到AI專案開發完整進階 ● 可與ChatGPT、Claude、Gemini搭配使用 不從背語法開始，而是先建立AI時代最重要的能力──程式閱讀力 隨著生成式AI能快速產生程式碼，「會寫程式」的定義正在轉變。在AI時代，真正的關鍵能力不再只是輸入指令，而是看懂、判斷、修正，並與AI協作完成程式設計與專案開發。 本書不是教你按快捷鍵、接受AI建議，而是從根本培養在AI時代不可或缺的核心能力——程式閱讀力。書中以新開發出的「窮人版Copilot」為核心，透過所設計出的9大AI提示詞，將「看懂程式」這件事有效轉化成結構化和系統化的程式學習方法論。 書中提供超過1000個程式範例，這些程式範例不是單純示範語法，而是學習者修煉程式閱讀力的最佳素材。每段程式碼都是一套可反覆拆解、理解與思考的「心法」，幫助你逐步建立看懂程式、評估程式與重構程式的能力。 全書依照程式學習的自然進程，分為三個修煉階段：從AI輔助學習Python，到駕馭GitHub Copilot撰寫程式，再進階到AI協作的專案開發與架構思維。所學到的不只是工具操作，更是在對的時機使用AI、評估AI的回應，以及真正掌握AI時代的程式設計能力。 你將學會 ● 使用「窮人版 Copilot」的9大提示詞看懂Python程式 ● 判斷AI產生的程式碼是否正確、可讀、可維護 ● 與GitHub Copilot協作撰寫、審查與重構程式 ● 將AI整合進版本控制、虛擬環境與專案流程 ● 建立AI時代必備的程式素養與架構思維 適合讀者 ● 想在AI時代學會程式設計的初學者 ● 已有基礎，但想突破「能寫卻寫不好」瓶頸的學習者 ● 希望導入AI輔助教學的程式設計教師與講師 本書特色 ● AI 輔助學習 × AI 輔助開發的完整整合 ● 幾乎免費的學習工具，人人都能上手 ● 超過 1000 個可反覆修煉的程式範例，建立真正的程式閱讀力

本書從實用的角度出發，整合Python語言基礎、數據分析與可視化、機器學習常用算法等知識，從最基本的Python語言基礎入手，到數據科學相關庫、機器學習概述，再到機器學習的回歸、分類、聚類、降維和集成學習算法，最後介紹神經網絡及算法評估和驗證，突出知識的實用性和可操作性。本書力求以淺顯的語言講解複雜的知識，以直觀的案例輔助讀者理解，並以圖表形式展示代碼和運行結果，配合習題鞏固讀者對知識點的掌握。本書適合作為高等院校人工智能、數據科學與大數據技術、計算機類專業本科生的機器學習相關課程教材，也可作為數據科學相關領域工程技術人員的參考書，還可供不具備Python語言基礎的機器學習愛好者從零開始學習。

這是一本面向初學者的 Python 編程實用指南，用“講故事 + 做項目”的方式帶你走進Python 世界。本書的前半部分(第 1～8 章)用淺顯易懂的語言將 Python 基礎知識、語法、數據結構等串起來，後半部分(第 9～24 章)則把這些概念直接投入真實場景，讓 Python 程序替你批量整理文件夾、填報電子表格、抓取網頁數據、生成 PDF 報告、定時發送郵件，甚至讓計算機“開口說話”。本書的案例聚焦日常痛點，會先講思路，再給代碼，並在實踐項目中分步驟拆解和演示編程實踐，非常有助於讀者邊學邊上手。值得一提的是，本書還結合大語言模型(LLM)給出了一些更加巧妙的實踐技巧。無論你是想要輕鬆學習編程的入門級讀者，還是想借助程序自動化處理事務的非專業人士，這本久經考驗的 Python 教程都將是你不容錯過的選擇。

A funny bedtime picture book in an extra tall split-page novelty format!From award-winning picture book creator Guilherme Karsten, illustrator of Hen in the Bed.Praise for Hen in the Bed:"Charming version of the classic counting song "Ten in the Bed"" - BookTrustIt's night-time and everyone is fast asleep, until - WAAAH! - Baby Giraffe wakes up. Oh dear! As each animal wakes up the neighbour in the apartment below with their noisy snip-snapping, chattering and ROARING, soon the whole building is wide awake. Will anyone ever get any sleep. . .? Oh my! What a night!Turn the split pages to see the noisy mayhem mount up - and spot some cheeky mice joining the fun!Includes a FREE Nosy Crow Stories Aloud® audiobook! Scan the code, hear the story.

Fish Do Not Have Feet is the latest offering from I Can Read Comics, an early reader line that familiarizes children with the world of graphic novel storytelling and encourages visual literacy in emerging readers. Critically acclaimed TJ Miller's humor shines in this story about a Fish who is determined to try out everything with his newfound feet, much to the dismay of his friend Octopus.This Level 1 I Can Read Comic is: Perfect for Shared Reading: Simple words, clear pictures, and easy-to-follow panels help children learn how pictures and text work together to tell a story.WELL-RESPECTED CREATOR: TJ's previous titles have received accolades from folks in the industry, including starred reviews from School Library Journal and Publishers Weekly.SWEET, VIBRANT ART: Fish's shenanigans trying to convince Octopus of the joys of having feet are brought to life in Tim's signature style.EXPERT-VETTED: The I Can Read Comics program was made in consultation with educators and librarians.SOCIAL-

⊙循序漸進紮實基礎：從核心概念出發，涵蓋監督式、非監督式與強化學習，並提供關鍵的數學推導（如梯度下降、線性代數），以建立深厚的機器學習底層邏輯。⊙經典演算法至深度學習全解析：並重經典迴歸、決策樹與SVM，並深度拆解CNN、RNN、LSTM及當前主流的Transformer架構，接軌AI業界最熱門的技術核心。⊙Python實作與全生命週期導引：搭配主流程式碼與Kaggle真實數據集，完整走過資料清洗、特徵工程到模型評估的專案流程，同時深入探討AI倫理與模型可解釋性。本書兼具理論知識的傳授與實務應用能力的培養。全書以核心概念紮實基礎，並輔以數學直覺和必要的推導（如梯度下降、機率論、線性代數）說明，內容涵蓋廣泛，從經典迴歸模型到現代深度學習的熱門應用――CNN、RNN及領先時代的Transformer架構，均有深入淺出的探討。實務操作以Python程式碼應用為重點，搭配Scikit-learn、TensorFlow與PyTorch等函式庫，完整拆解從資料清洗、特徵工程到模型評估的「專案全生命週期」。透過Kaggle等真實數據集的實戰演練，讀者將可親手實作圖像分類與自然語言處理等案例。此外，本書更具備前瞻性的倫理視角，深入討論數據偏見與模型可解釋性，讓讀者對機器學習概念、方法與實踐能有全面的理解。

Power Playis a spicy friends-to-lovers hockey romance with the teach-me trope, accidental marriage, fake-dating fun, he falls quietly but hard and a guaranteed happily ever after from bestselling author Chelsea Curto.The viral hockey romance sensation from international bestseller, Chelsea Curto. Comes with an exclusive bonus chapter.She gives me that smile again. The one that makes me feel alive. Like I've been sleeping for thousands of years and now that I'm finally waking up, she's the only thing I can see . . .Piper Mitchellneeds something in her life to finally make sense. Fresh off a divorce, stuck in a career that’s lost its spark, and terrified of dating again, she decides to focus on the one thing she can control: getting more confident in the bedroom.Liam Sullivanmight be the league’s best goalie, but he’s never been great with people. Behind closed doors, though, he knows exactly what he’s doing – and after some gentle pressure from Piper, he agrees to help her learn. It’s s

The cutest mice in school are back for third adventure!Meet Tina and Tuck - two unlikely friends ready for adventure! A fun, full-colour series for 6+ children, ideal for readers moving from picture books to chapter stories.Out-of-control water fountains, classrooms full of crickets and other disasters have convinced the school board that the grand but decrepit old Boone School needs to close its doors.Tuck and Tina learn that the problems are the handiwork of a masked troublemaker intent on closing the school in order to filch dinosaur fossils buried beneath the building.A kidnapped principal, an escaped bear, and a sky high chase with Tuck and Tina piloting a model bi-plane add to the mayhem.Praise for the Tuck and Tina series:'Heartwarming and hilarious!' Jeff Kinney, bestselling author of The Diary of a Wimpy Kid

A quirky, fun and practical guide to finding the right pet for you, as well as tips and tricks on how to deal with some of their unique characteristics.Dogs share our homes and our lives in a much closer way than any other pet. A dog becomes one of the family, included in photographs, outings and stories. In fact, people so often treat their dogs like humans, it is no wonder that they sometimes act like one!Whether they're becoming a picky eater, a couch potato or simply thinks they're the 'man of the house', My Dog Thinks He's Human!? can help. With 50 tips and tricks on all aspects of caring for your dog, from your choosing a puppy to them dragging their bottoms on the floor, this book will show you the best ways to ensure that you and your pampered pooch learn to co-exist contentedly - all while you remain top dog.

Meet Izzy the Inventor in a laugh-out-loud series that brings together science, magic and a very lovable unicorn. Packed full of illustrations and easy-to-read text, this series is perfect for beginner readers and fans of Isadora Moon and The Naughtiest Unicorn.It's time for the school cooking competition and Izzy and her sister, Bella, are having an argument about the best way to build a cake tower, when Henry the Unicorn arrives with BREAKING NEWS: the TOP FIVE FAIRYTALE PRINCESSES have been kidnapped. Izzy and Henry must use their science skills to track down the princesses in Fairytale Land. Along the way, Izzy learns the secret to an excellent cake tower and, more importantly still, the power of sisterhood.Every book contains ideas for science experiments and a QR code with links for more to try at home.Collect all the books in the series!Izzy the Inventor and the Curse of DoomIzzy the Inventor and the Time Travelling GnomeIzzy the Inventor and the Teeny-Tiny OgresIzzy the Invento

For fans of the Warrior Cats franchise, this action-packed sequel follows Zephyr, a tank-bred axolotl newly freed into the lake whose rebel faction is intent on destroying the Immortal Code. Zephyr isn't out to make friends. After a grueling escape from an axolotl breeding facility all he cares about is being reunited with his sister Luna. He places his trust in Neptune, a wise tiger salamander, who promises to look for her. But the search is fraught, and Neptune refuses to venture above in the dark. Feeling betrayed, Zephyr sets off on his own and soon encounters Jasper, an ambitious axolotl hungry for power. Zephyr quickly finds himself embroiled in a fight between axolotls who believe regeneration is the key to survival and others who want to evolve and roam free. The struggle for power is vicious, and there are many more dangers waiting for them both above and below the surface of the lake. This thrilling adventure is complete with legendary battles, incredible alliances, and a mov

特色亮點● 樹狀圖輕鬆掌握單元重點架構，搭配圖解攻略觀念更清晰● 觀念比一比將易混淆概念以表格形式釐清，突破學習盲點● 實驗延伸演練力題掌握基礎，搭配延伸題型，練習更全面● SDGs、跨科題目融合素養題材，命題緊扣會考趨勢● 圖表題型多元，測驗整合概念，有效提升答題能力超值配套● 線上實驗影音教學」QR code● 線上剖析解題萬事通」QR code● 會考步驟解題線上看」QR code● 學用附「抽離式解答別冊」

英語悅讀誌系列Read&Learn 1 - I Like Food I Like Food從一日三餐到特色美食，暢聊飲食的必備字彙＆句型全收錄！精彩圖文搭配多元見習， 陪孩子練習用生活化的英文，精準表達飲食好惡與習慣、餐廳點餐更加自信流暢。和 Read & Learn 一起，潛進英語的多元宇宙，輕鬆學好英語 英語悅讀誌系列Read&Learn 3 – Party Time Party Time！是屬於你我的第一個派對，從準備工作，包括：邀請、需求、裝飾等，到如何享受派對中的一切，讓我們一起學習打造自己的派對。精彩圖文搭配多元習題，陪伴孩子用實用的英文，認識派對的精彩元素，以及如何清楚表達歡樂的時光。和 Read&Learn 一起，潛進英語的多元宇宙，輕鬆學好英語！ 英語悅讀誌系列Read&Learn 5 - Cats, Dogs, And More Cats, Dogs, And More 是 Read&Learn 英語悅讀誌系列的讀本之一，教導孩子與毛夥伴間的相處之道，學習當個負責任的主人！精彩圖文搭配多元習題，讓 Cats, Dogs, And More 陪伴孩子練習用英文探索毛小孩的生活習性、思辨飼養寵物的利弊。和 Read&Learn 英語悅讀誌一起潛進英語的多元宇宙，輕鬆學好英語！ 英語悅讀誌系列Read&Learn 6 -A Big, Blue Marble A Big, Blue Marble 是 Read&Learn 英語悅讀誌系列的讀本之一。一起俯瞰世界知名地標，前進海洋大陸，打開國際視野的第一步！精彩圖文搭配多元習題，讓 A Big, Blue Marble 陪孩子學習用英文認識全球多樣地景、揭開藍色星球的神秘面紗。和 Read&Learn 英語悅讀誌一起潛進英語的多元宇宙，輕鬆學好英語！ 自然發音拼讀系列Phonics Step-By-Step 5：Gliding Vowels 《Phonics Step-By-Step 5：Gliding Vowels》是自然發音拼讀系列的第五冊為Gliding Vowels，又被稱作為Diphthong (雙母音) ，是以兩個字母為主軸，共同發一個音節。在音節裡的兩個母音或兩個字母，組合成一個整體的發音，如：a_l、a_u、a_w、o_i、o_y、o_o、u_e、o_u、o_w 等音組，會在發音時從第一個字

Learn how mammals survived the test of time in this volume of Science Comics, the smash-hit STEM graphic novel series that has sold over a million copies!Mammals are survivors--when dinosaurs went extinct, they survived. From lush jungles to deep oceans to sweltering deserts, mammals now dominate nearly every environment on Earth. But how did they do it? Take a trip back in time and discover how extreme changes in climate have pushed mammals to evolve new traits, including hooves, claws, tusks, big brains, and even blow holes. Join us as we explore our mammalian history, and maybe the past will hold the key to surviving in the future.

Jump-start your preschooler's exposure to vocabulary using this adorable book featuring 100+ foundational words for their favourite animals!Help your preschooler learn their first words faster with this beautifully illustrated board book featuring 100+ foundational words for their favorite animals—designed by a licensed speech therapist to support early speech development.Perfect for babies and toddlers, this engaging book introduces 100 foundational first words through charming watercolor illustrations of animals your child already loves.Why Parents Love It:• Builds early vocabulary for babies & toddlers• Supports language development with functional, everyday animal words• Designed for little hands with a durable, easy-to-hold board book format• Created by a certified speech therapist for trusted learningExplore a World of Animals:Farm, jungle, ocean, forest, pets, bugs, and more—making it one of the most engaging animal books for boys and girls.Interactive “Seek & Find” Lear

The New York Times bestselling and Newbery-Honor winning classic, Princess Academy, by Shannon Hale, is reimagined as a graphic novel with stunning art from illustrator Victoria Ying. Miri lives high atop Mount Eskel where, for generations, her ancestors have lived a simple life, working in the quarry. But everything changes when word arrives that the prince of the kingdom will choose his princess from among the village girls. A makeshift academy is set up on the mountain and every eligible girl must attend and learn how to become a proper princess. Soon Miri finds herself confronted with a harsh academy mistress, bitter competition among the girls, and her own conflicting desires. Being chosen could give her everything she ever wanted, but does Miri really want to leave her home and family behind for a royal life?

Learn all about the truly epic life of one of the most famous women rulers in history! Cleopatra's legacy as a trailblazing leader and political strategist dazzles in this addition to the #1 New York Times bestselling series.Cleopatra was born into a time when power struggles within her own kingdom of Egypt were magnified with the increasing dominance of Rome. As more and more kingdoms were conquered by the Roman Empire, Cleopatra faced challenges at home in Egypt. When her brother Ptolemy XIII stole the throne from her, Cleopatra knew she had to befriend Rome in order to protect Egypt. Working with Roman general Julius Caesar, she regained control of her empire and served her people well. After Caesar's death, Cleopatra joined with his friend Mark Antony to ensure the preservation of Egypt.Cleopatra is remembered as the resourceful and charming leader of Egypt who helped the kingdom prosper and maintain power at a time when much of the Mediterranean was in turmoil.

★ 人氣成長小說《How to Roller-Skate with One Leg》暖心續作★ 校外教學前進巴黎！艾菲爾鐵塔、馬卡龍與迪士尼的青春冒險★ 結合友情、成長與社群媒體議題的現代青春故事《Maya Bright》系列第二集帶領讀者前往巴黎展開青春冒險。Maya在法國交換旅行中嘗試成為身障生活創作者，卻發現社群媒體與真實生活之間存在巨大落差。當友情出現裂痕，她必須學會誠實面對自己與他人。本書溫暖幽默，討論社群媒體與自我認同，是一部貼近現代青少年的成長故事。Ooh la la! Join Maya Bright and her friends on a school trip to Paris in this funny, uplifting sequel to HOW TO ROLLER-SKATE WITH ONE LEG.Maya's class is going on a French exchange trip to Paris and she can't wait to climb to the top of the Eiffel Tower, learn how to make macaroons and visit Disneyland. In hopes of becoming a disability influencer, Maya decides to share the trip with her online followers. But things don't go to plan when Maya is matched with Levi, a grumpy boy who isn't even on social media. Sightseeing with a prosthetic leg isn't easy, but Maya doesn't want her followers to know she's struggling.When Maya falls out with her real-life friends over her carefully curated content, can she find the courage to be honest and win them back?

The Mubbles: The Good, the Bad and the Perky is the third in the hilarious full colour comic book series by Liz Pichon, the globally bestselling creator of Tom Gates."I laughed so much, I could barely breathe!" - Ellie"I read this book 5 times over, it was so good!" - HugoReturn to The Isle of Smile and the colourful, fun-loving Mubbles - Pop, Dash, Cheery and the gang. The Mubbles love their island, especially the mysterious Uncertain Curtain, which always delivers an unexpected surprise! What will it be today?Today the Uncertain Curtain delivers a karaoke machine - which the Mubbles love for singing their cheerful songs! This makes the Doomongers on the Isle of Gloom grumpy and desperate to stop the karaoke fun.Will sending the Clouds of Doom, the Whiff of Woe or the Beastly Bugs to the Isle of Smile keep the merry Mubbles quiet once and for all?Filled with colourful characters, boundless fun and lots of adventures this series is a guaranteed hit for kids. Featuring a QR code that wi