Introduction to Python Programming And Data Structure By Liang

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

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。

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。

This new edition of the award-winningTheBrain Bookuses the latest findings from neuroscience research and brain-imaging technology to take you on a journey into the human brain.CGI artworks and MRI scans reveal the brain's anatomy in unprecedented detail. Step-by-step sequences unravel and simplify complex processes, such as how nerves transmit signals and how memories are laid down and recalled. The book answers fundamental and compelling questions about the brain, such as what it means to be conscious and what happens in the brain when we're asleep.Written by award-winning author Rita Carter, this is an accessible reference book to a fascinating part of the human body. Thanks to improvements in scanning technology, our understanding of the brain is changing fast. Now in its fourth edition, The Brain Book draws on the latest information to provide a fascinating guide to one of science's most exciting frontiers.

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。

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

New York Times bestselling author Ann Liang returns to the world of her acclaimed debut, If You Could See the Sun, as a picture-perfect influencer teams up with the bad boy after they share a vision of future.Everyone loves Chanel Cao—except Ares Yin.While Chanel has spent her entire life curating a picture-perfect social media personality—from her body to her hair to her camera-ready smile—Ares has spent his trying to hide in the shadows. But Ares’s brother is missing, and Chanel’s parents have secretly separated, and their only hope is each other.Ares is willing to do whatever it takes to find his brother, and Chanel will do anything to keep her parents’ secret. When the two meet and share a vision of the future—where Ares’s brother appears, as Chanel’s house burns to the ground—they are determined to use each other. Ares believes Chanel is the key to finding his brother, but Chanel is convinced if she gets Ares to fall in love with her, she’ll save her family house—and her parents’

From the creators of the 10-million-copy bestselling Paint by Sticker(R) Kids sticker-activity series, the next book in the brand extension developed especially for kids ages 3 and up: Construction Site! My First Paint by Sticker delivers the same screen-free, mess-free fun that makes the original series so irresistable. The fourth book in the series features construction site vehicles! From diggers to backhoes to cement trucks and more, kids will adore stickering these colorful machines. The Paint by Sticker Kids(R) series (for ages 5 and up) has sold more than 10 million copies to date. In My First Paint by Sticker, readers ages 3 and up can confidently paint by sticker, too! At a smaller trim size (8 x 8 inches, versus the original kids brand at 9 x 9), this brand extension features larger stickers for smaller hands--perfect for kids practicing their fine motor skills and learning to recognize their numbers. In the older kids series, the number of stickers per image ranges from 60-1

Learn new words with Little Nutbrown Hare, while discovering the wonders of the world around you!A beautiful introduction to language and nature for a little loved one of any age, featuring the beloved Nutbrown Hares from Guess How Much I Love You. This celebration of love and nature is perfect for Father's Day!Guess How Much I Love You has sold more than 61.5 million copies and been translated into 57 languages worldwide. It has become a timeless way to express love that’s simply too big to measure. Whatever the occasion or season, there’s a Guess How Much I Love You book for everyone!Join Little Nutbrown Hare and Big Nutbrown Hare as they explore the world around them – from the pond to the mountain, and from the meadow to forest. This large format board book has 100 new words for little readers to discover, and tabs to help them navigate between the different scenes.With stunning new artwork from Anita Jeram, and inspired by the timeless storytelling of Sam McBratney, this book take

Lectures on Electromagnetic Theory provides a concise, self-contained introduction to graduate-level electromagnetic theory, organized for a one-semester course. Written in a "theoretical minimum" style, the text emphasizes clear physical insight and mathematical precision. The five chapters cover Maxwell equations and fundamental theorems; wave propagation, plane-wave expansion, and guided waves; electromagnetic radiation and Green functions; analytical scattering theory for canonical targets; and an introduction to relativistic electrodynamics linking classical electrodynamics with special relativity. The book serves both beginning graduate students and researchers seeking a compact reference.

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。

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。

Unlock Pathway Codes, Reshape Cancer FightProfessor BENJAMIN YAT-MING YUNG, former Professor in the Department of Pharmacology at Chang Gung University College of Medicine, draws on forty years of accumulated research on NPM1/B23 to present the world's first network model of cancer drug resistance and recurrence pathways.This book breaks free from traditional therapy frameworks, delving into the four major characteristics of cancer to reveal the core pathogenesis of nucleolar imbalance and analyze the regulatory mechanisms of seven key pathway categories. The breakthrough QGCT® deconstructs personalized dysregulated pathways for patients, while providing pathway-based supplement applications and clinical solutions.More than just a popular science introduction to cancer knowledge, it offers patients new directions in precision treatment and provides scientific prevention strategies for health-conscious individuals. By integrating cutting-edge science with personalized care, it transform

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。

This fascinating and funny comic book collection is the perfect introduction to the world of the ancient Romans.Including six mythical tales retold in comic strips, readers will learn about the founding of Rome in 'Romulus and Remus', meet a callous cyclops in 'Polyphemus and Ulysses', and much more. Each myth is told in engaging modern language, which is easy for children to understand yet still retains the humour and intrigue of the original tales.As you journey back through ancient Rome, you'll meet an amazing array of mythical creatures and glorious gods, whilst non-fiction spreads will help you learn more about gruesome gladiators, amazing armies, evil emperors and the epic Roman empire.With bright and bold illustrations by Laurie Avon, this retelling of the Roman myths will educate and entertain readers of all ages.

The second hilarious full-colour graphic novel series from breakout talent Huw Aaron! Perfect for fans of Bunny Vs Monkey, Dogman and Donut Squad.PREPARE TO RE-ENTER THE GARDEN.The Treefairy stronghold of Oakhold has a new ruler. Yay! But there's already trouble. Boo!Something sinister is stirring in The Garden . . . And Pip could not give two hoots about it.That is, until best buddy Twig is KIDNAPPED. Now it's up to Pip and a most unlikely ally to set off on an epic rescue mission.Along the way, they will face ferocious squirrels, leeches, shocking betrayals, angry ladybirds, fairy enemies old and new, MORE leeches . . . and try their best to avoid . . . DEATH BY TOAD.Praise for Unfairies:"I loved everything about this book. It's just SO funny' - Rob Biddulph, bestselling author of the Draw With Rob and Peanut Jones series'You'll be wowed . . . Unfairies is enviably bonkers and I loved it.' - Sheena Dempsey, bestselling author of Pablo and Spash"[A] wild, witty adventure . . . Hilario

✧✦ 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

Joining the bestselling Paint by Sticker Kids sticker-activity series is Paint by Sticker Kids: Fairytale Magic, packed with brightly colored storybook worlds, including five foil sticker images. The Paint by Sticker Kids series has sold more than 10 million copies to date, and the reasons are obvious: stickers, stickers, and more stickers! Plus, it's a craft that delivers hours of screen-free, mess-free fun. Paint by Sticker Kids: Fairytale Magic is full of brightly-colored scenes from classic storybook tales. Kids will delight in stickering a Snow White's poisoned apple, Rapunzel's tower, Cinderella's glass slipper, the Frog Prince, and more--one sticker at a time. The happily-ever-after edition includes five images that feature foil stickers for an extra touch of magic and fun. Painting by sticker is easy, mess-free, and portable (plus, all the pages are perforated so multiple kids can create at the same time!). The stickers are designed to be easy for small hands to maneuver, and n

★ 米飛兔帶孩子認識印象派！3歲以上就能開始的第一堂藝術欣賞課！★ 從莫內、雷諾瓦到卡薩特，走進光與色彩的印象派世界★ 米飛經典圖像 × 世界名畫，讓孩子看懂藝術之美米飛兔帶領孩子走進印象派藝術世界，認識莫內、德加、雷諾瓦與卡薩特等經典畫家。本書巧妙將迪克．布魯納的米飛插畫與印象派名畫並置，搭配簡單介紹與提問，引導孩子觀察色彩、光影與畫面故事。3歲以上即可閱讀，是最親切、最可愛的藝術啟蒙書，適合親子共讀，一起發現藝術的美好。An adorable introduction for very young children to the world of Impressionist painting.In what has to be the cutest introduction to Impressionism, Miffy discovers the work of iconic artists including Claude Monet, Berthe Morisot, Edgar Degas, Pierre-Auguste Renoir and Mary Cassatt, among others.The book uses clever pairings of Dick Bruna’s Miffy illustrations with iconic artworks to neatly captures the essence of each artwork. Combining a simple statement about each artist with questions that encourage children to look more closely at the artwork on the page, Miffy and the Impressionists is a warm welcome into the world of art for young children and their families.

When you press the sound button on each page of this delightful book, you'll hear different instruments getting ready for the big concert... until they all play together at the end. With charming illustrations full of humorous details to talk about, and a sprinkling of facts about the orchestra, this is a perfect introduction to the magic of classical music.

Meet the artist Henri Matisse and discover a world of colour and shape (accompanied by a cute and curious rabbit companion) in this charming picture book.A heartwarming tale that introduces children to Matisse’s vibrant art, showing how joy, colour, and curiosity can transform the way we see the world.When a cute and curious rabbit appears in Henri’s sunny studio, his first reaction is to chase it away, worried about the chaos it might cause. But this littlelapinhas a plan…As Lapin explores Henri’s studio, the strangest thing starts to happen – his old pictures start to burst into colourful life, encouraging Henri to embrace a new way of creating, full of freedom and imagination. But this little rabbit isn’t satisfied by simply looking at the pictures…Beautifully and inventively illustrated by Iratxe Lopez de Munain,Matisse and the Runaway Rabbitis a heartwarming tale that introduces children to Matisse’s vibrant art, showing how joy, colour, and curiosity can transform the way we see

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.

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。

An orphan girl discovers she has dragon blood--the key to immortality. Hunted by an evil necromancer, she must learn to control her emerging powers if she is going to stop him."A hero forged in fiercest flame, A child of iron and pain. By blood shall heal and chasm seal A kingdom torn in twain."--The Final Prophecy from the Tome of Terrible Tomorrows* *Also known as Odolf's prophecy. (But only by Odolf!)All the best stories and adventures start with a knock at the door... Or the thwump of a dragon's tail at the entrance to her cave, in the case of Emba Oak. But then nothing about Emba's story is normal; from the scales on her arms and legs, to the shocking discovery that she hatched out of a dragon's egg. Even more shocking is the news that an evil sorcerer is after her dragon blood and will do anything to get his hands on it. Can Emba keep herself safe or will her loved ones pay the price?

There are dozens of invitations to grab your pens and get drawing in this fun book. The lively illustrations by Fred Blunt create endless opportunities to let your imagination run wild! Add heads and leaves to a monster plant, give different people hairstyles and fill in frames with whatever pictures you like, each page is a different world for you to bring to life with your own drawing ideas.

Big ideas for curious minds are simply explained in this fascinating first introduction to artificial intelligence.Who invented the first artificial intelligence? How do machines listen without ears? And can I use artificial intelligence to talk to my pets?Learn what artificial intelligence is and how it works as you explore its impact on the environment, society and even our own bodies.Discover how artificial intelligence is used all around you, from smartphones and search engines to cars and prosthetic limbs, and how it might be used in the future!Fun, conversational text breaks down complex ideas so they are accessible to young readers.Created in consultation with experts from the University of Cambridge.Colourful and dynamic illustrations bring abstract concepts to life.For more big ideas, don't miss other titles in the series:Think Big: Secrets of BeesThink Big: The Speed of Light

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

跟著這本 Little Superstars: Harry，一起認識超人氣歌手兼演員 Harry Styles 的故事！孩子可以推、拉、滑動書頁上的機關，看到 Harry 從喜歡唱歌的小男孩，一步步站上大舞台，學會追尋夢想、勇敢展現自己的才華。色彩鮮明的插畫加上安全厚板硬頁，非常適合 2 歲以上幼兒和小小粉絲，在遊戲中感受「追夢也可以很溫柔、很快樂」。Get to know Harry Styles in this joyful push, pull and slide book. Perfect for little fans!Little Superstars: Harry is an interactive introduction to the talented singer and actor, and empowers young children to follow their dreams.Push, pull and slide the scenes to discover Harry’s incredible life story, from finding fame as a teenager with One Direction to becoming a chart-topping songwriter, fashion icon and superstar.With bright, colourful illustrations by Mariana Avila Lagunes, fun rhyming text and lots of Easter eggs to spot, young children will want to revisit this book again and again.

The first title in an exciting new search-and-find series that blends history with fantasyCross the moat, pass through the gatehouse, and dodge flying arrows as you journey back in time on a search-and-find history adventure!Blaze the Dragon guides you through the fascinating world of medieval times—where lords, ladies, and even wizards roam. Discover how castles were built, how knights fought, and the secrets of magic and medicine.From the grand fortress of Dragon Castle to the bustling castle kitchens, the dark dungeon, and beyond the castle walls to noble hunting grounds, there are 12 illustrated scenes to search and 10 medieval characters to spot in every location.Written by a real castle steward and told by a real dragon, this book will spark curiosity in the youngest squires.

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

Geronimo Stilton’s fabumouse adaptation of the classic novel by Rudyard Kipling. Mowgli lives an extraordinary life filled with adventure in the jungle. The animals are his family. He was raised by the wolves, taught by a bear, kidnapped by monkeys, and whispered to by a snake. But the world of mice discovers him, and soon he will have to choose. Will he live in the village with the mice, or stay with the family he knows in the jungle?

The perfect illustrated children’s picture book new for 2026!The first book in a brand-new picture book series from multi-award-winning creator Rosalind Beardshaw.Maudie and Chip are best friends. But they don’t always see things the same way.Maudie and Chip are off to the seaside. They’re going to have a picnic in the sun and a trip on a boat. It’s going to be the BEST DAY EVER!But when a seagull swoops for their chips, the rain comes and they end up stranded at sea, the perfect day out starts to look more like a DISASTER! Luckily for Maudie, she can always rely on Chip to find the silver lining …Whether you’re a ‘Maudie’ or a ‘Chip’, prepare to be enchanted by Rosalind Beardshaw’s brand-new picture book series – perfect for every little adventurer!

A chance meeting on a train to Tokyo sends two girls named Nana on a collision course with destiny! After a string of epic romantic failures, Nana Komatsu is ready to take control of her life and get a clean start in the big city. After prioritizing her musical ambitions over love, Nana Osaki is ready to stomp her way to the top of Tokyo's punk scene. With determination in their hearts and dreams in their eyes, these two women are ready to take the world by storm! But first, they need a place to live. Roommates, anyone? Hachi was happy to be Blast's biggest cheerleader, but now that the band is taking off, she's discovering that there are hordes of fans eager to take her place. To make matters worse, Hachi's happiness with Nobu is slipping through her fingers as an unexpected complication with Takumi threatens to upend her entire life. And unlike with her past romantic woes, the choice she makes now will change the lives of everyone around her.

For fans of Shut Up, This Is Serious, this humorous, relatable novel gives an honest look at what it's like to fall in love for the first time...with someone you were sure you hated. High school senior Mayte has never been kissed, but it hardly matters. Her abuelita has cancer, her half sister with special needs has moved in, and college is off the table--family comes first. She keeps her problems to herself; why burden everyone she loves with more? Meanwhile, fellow senior Auggie is set on attending an elite creative writing program. But as the self-proclaimed most boring person alive, he can't exactly write the next great American novel when he's struggling to write a short story for college applications. After an awful blind date ("disaster" doesn't even begin to describe it), Mayte and Auggie are forced together by their merging social circles. The pair must at least pretend to get along...but soon they develop actual feelings. Then tragedy strikes Mayte's family. Auggie feels comp

⊙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。

自然發音拼讀系列Phonics Step-By-Step 6：R-Controlled Vowels 《Phonics Step-By-Step 6: R-Controlled Vowels》為自然發音拼讀系列第六冊。此冊的 R-Controlled Vowels (R 控制的母音) 是以受 R 控制的母音為主軸，當母音 a、e、i、o、u後面接上子音 r 時，子音 r 會影響母音的發音，如： ar、er、ir、or、ur 等音組。這些音組也會有長音〔ɝ〕以及短音〔ɚ〕的不同發音，透過反覆的音組練習，學習者可以快速領略自然發音讓你輕鬆說英文的樂趣。 自然發音拼讀系列Phonics Step-By-Step 7：Gliding Blends and DIgraphs 《Phonics Step-By-Step》自然發音拼讀系列第七冊 Blends and Digraphs以混合及複合子音為主軸。混合子音包括 l、r、s 的雙子音混搭音組 (l-blends、r-blends、s-blends) 如 bl, br, sw 等，以及加入子音的混搭音組如 shr、str、spl、tw 等，都須拼讀及發出每個子音的聲音。而複合子音的音組如 ch、sh、th、ph、wh、ng、nk 等，都只能發出一個聲音。特定複合子音組合，還會產生特殊讀音。透過本書強化學習者自然發音能力，輕鬆說英文。 自然發音拼讀系列Phonics Step-By-Step 8：Gliding Blends and DIgraphs 《Phonics Step-By-Step》自然發音拼讀系列第八冊Special Sounds and Syllables，以特殊發音、音節、尾音、縮寫為主軸，包括認識 y、c、g 等子音的特殊發音；dge、gh、gn、kn、mb、tch、wr 等音組則會省略部分子音發音；還有常見的尾音 ed、s、es、ing；以及常用的英文縮寫。從基本發音，進一步到詞句、文章閱讀，幫助學習者有效練習自然發音。 英語進階學套組 自然發音法是從基礎的26個字母到特殊發音，一步一步的循序漸進讓你練習英語口說。 本套為自然發音法的進階內容，讓你輕鬆學習英文，有效練習發音。 【Phonics Step-By-Step】自然發音拼讀系列 Phonics Step-By-Step系列專為英文初學者打造，以英

Before the Bat-Signal lights the sky, Gotham's detectives are already on the case. Gotham Central delivers a gripping police procedural set in the shadow of the Dark Knight, where the officers of the GCPD face down supervillains, corruption, and the chaos of a city on the edge. It's Law & Order meets Batman--with no capes to save the day. Gotham Central: DC Compact Comics Edition collects the first ten issues of the Eisner and Harvey Award-winning series by Ed Brubaker, Greg Rucka, and Michael Lark. This grounded, character-driven volume follows the detectives of Gotham City's Major Crimes Unit as they investigate the murder of one of their own by Mister Freeze, navigate internal politics, and confront the psychological toll of working in a city haunted by both criminals and vigilantes. With appearances by Batman, Two-Face, and more, this is a street-level look at Gotham like you've never seen before.

A hilarious picture book about an endearing little crank who thinks the museum is absolutely awful . . . or is it actually awesome? Art can be a lot of things--wondrous, inspiring, transformative . . . but mostly it's boring! And visiting an art museum? Double boring! Come along with a curmudgeonly young boy--who's more interested in finger painting his cat than "admiring art"--as he's begrudgingly taken to the local museum by his well-meaning mother. Seriously, what's so great about scribbles and squares and dots? OK, sure, that portrait made of cubes is kind of cool. And those sculptures made of clay are pretty awesome . . . Gasp! Maybe he does like art after all?! Well, would that be so awful? Witty and informative (but never boring!), author Cassi McCreight and Xindi Yan, illustrator of the New York Times-bestselling Busy Betty series, have paired up to create a laugh-out-loud romp all about art appreciation. With nods to famous artists and art movements on every page, and back mat

The LitRPG fantasy smash hit phenomenon and New York Times bestseller, DUNGEON CRAWLER CARL, is now a graphic novel for the very first time! The Apocalypse WILL be televised! You know what's worse than breaking up with your girlfriend? Getting stuck on a sadistic alien game show with her cat. Join Carl and Princess Donut as they try to survive the end of the world -- or just get to the next level of a trap-filled fantasy dungeon. With vibrant art done by Laurel Pursuit to bring action-packed battles to life, join as Carl fights his way through the dungeon in heart-speckled underwear. And of course, the grizzly scenes are only balanced with the incredibly fluffy, wide-eyed stare of its main character, Princess Donut. A ton of heart and effort was poured in creating a series with a script and style that would both appeal to WEBTOON readers and also lovers of DCC, all while consulting author Matt Dinniman the entire way about character designs, story, - EVERYTHING! We couldn't resist taki