Creative Coding in Python

本書系統介紹Vibe Coding氛圍編程的理念與實踐方法，包括氛圍編程的產生原因、具體是什麼、能應用在哪些方面、應該怎麼做及如何確保工程安全；並從資深程序員的角度，闡述如何通過自然語言與大模型協同完成需求分析、代碼生成和系統構建。書中結合GLM4.5、Qwen3-Coder等模型及VS Code開發環境，展示AI輔助開發的真實工作流；用大量實踐經驗幫助讀者建立人與AI協同開發的思維方式與工作流程。本書適合程序員、AI開發者以及希望借助AI提升開發效率的技術人員學習參考。

《線性代數不難(下冊):幾何直覺構建+ Manim動畫開悟+ Python應用實踐+ AI助學賦能》是“鳶尾花數學不難”系列的一本，關於線性代數。 線性代數是現代科學和工程的數學語言。線性代數不僅是從單變量微積分過渡到多變量微積分的橋樑，更是從一元概率統計走向多元統計分析的核心工具。在機器學習、計算機視覺、自然語言處理、機器人控制、圖像處理、量化金融、數據分析等前沿領域，線性代數幾乎無處不在。 依照慣例，《線性代數不難(下冊):幾何直覺構建+ Manim動畫開悟+ Python應用實踐+ AI助學賦能》提供代碼和視頻教學，還提供了使用AI工具陪讀的學習思路。 《線性代數不難》分上下兩冊。上冊內容包括向量、矩陣、矩陣乘法、行列式、逆矩陣、向量空間、線性方程組等相對比較基礎的內容；下冊(《線性代數不難(下冊):幾何直覺構建+ Manim動畫開悟+ Python應用實踐+ AI助學賦能》)則會涉及高階線性代數、矩陣論、數據分析機器學習內容，比如線性變換、特徵值分解、奇異值分解、主成分分析、最小二乘擬合、瑞利商、矩陣範數、判別分析等。 《線性代數不難(下冊):幾何直覺構建+ Manim動畫開悟+ Python應用實踐+ AI助學賦能》讀者群可分為兩大部分：第一部分是信息學競賽參賽者、大學本科學生、考研學生等應試讀者；第二部分是機器學習從業者、數據分析師、編程愛好者、計算機圖形學研究者等從業或待從業讀者。

本書介紹機器學習經典算法的原理、實現及應用。全書共15章，內容包括機器學習基礎、貝葉斯分類、kNN算法與非參數估計、決策樹、感知機與支持向量機、聚類、線性回歸、邏輯回歸、BP神經網絡、深度學習，以及手寫數字識別、垃圾郵件分類、零售商品銷售量分析與預測、電影評論情感分析等綜合案例。本書算法在講解過程中，首先以生活實際案例引入，然後講解算法的數學原理及公式推導過程，最後分別給出算法的原始實現和通過調用sklearn庫兩種實現方式的算法，所有算法及案例均以Python實現。本書在知識的講解過程中，以潤物細無聲的方式融入育人理念。本書適合作為高等學校計算機、軟件工程、人工智能、大數據等相關專業本科生、研究生學習機器學習的教材，也可供Python機器學習開發人員和研究人員參考。

本書以“項目驅動、任務導向”為核心理念，結合 Python 語言的應用趨勢，系統構建編程教學體系。全書以學生信息管理系統的漸進式開發為主線，貫穿從基礎入門到綜合應用的完整學習路徑。全書共 9 個項目，內容可以分為 3 個模塊。其中，項目 1～3 為入門基礎模塊，該模塊聚焦 Python 開發環境配置、基礎語法與流程控制、組合數據類型與字符串應用等必備基礎知識，為項目開發奠定堅實的語法基礎；項目 4～6 為核心進階模塊，該模塊通過學生信息管理系統的版本迭代(從函數模塊版到面向對象版)，有機融入函數封裝、文件操作、異常處理、面向對象編程等核心知識，培養讀者的模塊化設計思維與項目化開發能力；項目 7 為領域拓展模塊，該模塊延伸至數據分析與可視化、Web 開發、人工智能、物聯網等前沿應用領域，配備真實行業實踐案例，強化讀者的技術遷移能力與綜合應用能力。 本書將 Python 語言的基礎知識與項目實戰深度融合，秉持“理論落地、任務導向”的原則，著重培養讀者的編程實踐能力，具有較強的實用性。本書既可以作為應用型本科院校、職業本科院校、高等職業院校計算機及相關專業的教材，也可以作為編程學習者、技術從業者的參考用書。

隨著人工智能的飛速發展，特別是大語言模型的廣泛應用，結合教學實踐的反饋，本書在第1版基礎上進行全面修訂，系統介紹數據挖掘經典算法和機器學習主流算法，並為經典算法、應用案例和實驗題目均提供相關實驗數據和Python代碼實現，特別是大模型在數據挖掘中的應用。通過經典算法、大模型應用、Python實現和實際項目應用“四位一體”，強化數據挖掘和機器學習算法的理解和掌握，對經典算法做到“精”和“通”。全書共13章，大致分為3部分，第1部分(第1～6章)介紹數據挖掘的基礎知識(數據挖掘過程、數據探索和數據預處理)和經典算法(關聯規則、聚類、分類等)；第2部分(第7～9章)介紹機器學習的經典算法(集成學習、神經網絡與深度學習、強化學習)；第3部分(第10～13章)是算法應用部分，介紹4個真實案例，包括大語言模型及微調技術、阿裡百煉平臺和華為雲ModelArts平臺的大語言模型微調技術及情感識別分類應用等。本書作為高等院校信息類以及相關專業的高年級本科生和研究生教材，也可供對數據挖掘、機器學習和大語言模型感興趣的工程技術人員閱讀參考。

《Python大數據分析師的算法手冊》系統闡述大數據分析方法中的關鍵算法與實踐，重點聚焦數據特徵分析及第三方開源庫的場景化應用。通過工具整合與實例講解，為讀者提供從理論到實踐的完整學習路徑。本書配套示例源碼、PPT課件。《Python大數據分析師的算法手冊》共9章。第1章概述大數據分析；第2章講解數據特徵算法分析；第3～7章講解主流開源的分析工具的用法，包括NumPy、SciPy、Matplotlib、Pandas、StatsModels、Gensim等；第8章講解分類、聚類、回歸、關聯規則學習、推薦算法、時間序列分析、異常檢測、自然語言處理、深度學習、圖算法、優化算法、流數據處理等算法及其示例；第9章給出5個典型案例，包括文本分析與情感分析、金融大數據分析、社交網絡分析、地理數據分析、城市交通數據分析。本書所有示例均在Anaconda3開發環境中調試通過，實驗數據多源自GitHub公開資源，並附有完整源代碼，便於讀者複現與拓展。《Python大數據分析師的算法手冊》內容兼顧技術深度與實用性，適合大數據分析算法初學者、大數據分析人員、大數據研究人員閱讀，也可以作為計算機科學與工程、大數據分析、人工智能、統計學和社會科學等專業的大學生或研究生的專業參考書。

Qi-Deng Sheng was one of the most philosophically incisive creative writers on the Taiwan island in the 1960s and 70s, and one of the most controversial figures in local literary history. Criticism of his work is polarized, in a sort of tug of war between “collective consciousness” and “individual will” in the cultural landscape of a rapidly modernizing society. As the hive mind buzzed, Qi-Deng Sheng tuned out and listened to his inner voice. As he explains in the above quotation, he regarded writing as a creative process that differentiated the ego from the group, and reality from falsehood. In other words, he wrote to build a sanctuary for his individuality. On the one hand, he was committed to conveying his personal beliefs through his works, rejecting vulgarity wherever he found it: in social groups, cultural trends, even literary critics. On the other hand, he was dedicated to highlighting the antagonism between self and society––to spotlighting the poor, deprived, embattled, iso

《線性代數不難[上冊]:幾何直覺構建+ Manim動畫開悟+ Python應用實踐+ AI助學賦能》是“鳶尾花數學不難”叢書中的一本，是關於線性代數的。 線性代數是現代科學和工程的數學語言。線性代數不僅是從單變量微積分過渡到多變量微積分的橋樑，更是從一元概率統計走向多元統計分析的核心工具。在機器學習、計算機視覺、自然語言處理、機器人控制、圖像處理、量化金融、數據分析等前沿領域，線性代數幾乎無處不在。 依照慣例，《線性代數不難[上冊]:幾何直覺構建+ Manim動畫開悟+ Python應用實踐+ AI助學賦能》提供代碼和視頻教學，還提供了使用AI工具陪讀的學習思路。 《線性代數不難》分上下兩冊。上冊（《線性代數不難[上冊]:幾何直覺構建+ Manim動畫開悟+ Python應用實踐+ AI助學賦能》）內容包括向量、矩陣、矩陣乘法、行列式、逆矩陣、向量空間、線性方程組等相對比較基礎的話題；下冊則會涉及高階線性代數、矩陣論、數據分析與機器學習話題，比如線性變換、特徵值分解、奇異值分解、主成分分析、最小二乘擬合、瑞利商、矩陣範數、判別分析等。 《線性代數不難[上冊]:幾何直覺構建+ Manim動畫開悟+ Python應用實踐+ AI助學賦能》讀者分兩大部分：第一部分是信息學競賽參賽者、大學本科學生、考研學生等應試讀者；第二部分是機器學習從業者、數據分析師、編程愛好者、計算機圖形學研究者等從業或待從業讀者。

A fun and creative way to discover famous works of artA delightful draw-in activity book for artists of any age. Explore artworks by some of the world's most famous artists, with quirky facts and things to spot - then draw, doodle and colour in your own versions.Features 23 artworks by artists including Vincent van Gogh, Claude Monet, Edgar Degas, Berthe Morisot, Paul Gauguin and Rosa Bonheur. With internet links to find out more.Produced in association with the Musee d'Orsay, Paris.

Award-winning designer, illustrator, and creative director Michael Storrings captures the beauty of Cherry Blossom season in Washington, DC. Galison puzzles are packaged in matte-finish sturdy boxes, perfect for gifting, reuse, and storage. An insert of the full puzzle image is also included.• 1000 pieces• Box Size: 11.25 x 8.25 x 2", 86 x 210 x 51 mm• Puzzle Size: 27 x 20", 508 x 686 mm• Contains insert with information about the artist and image• Minimal puzzle dust

Color your way through the world of Netflix's KPop Demon Hunters with this official coloring book featuring 45 images that fans of all ages can make their own! This delightful coloring book for fans of Netflix's hit animated film KPop Demon Hunters is full of never-before-seen artwork featuring beloved characters like Rumi, Mira, Zoey, Saja Boys, Derpy Tiger, Sussie Bird, and more! Join HUNTR/X on their world-saving tour, have a relaxing movie night on the couch, and even hunt demons with this coloring book drawn in a simple, bold style and including 45 images made for creative, KPop superstar fans of all ages. Based on the screenplay by Danya Jimenez & Hannah McMechan and Maggie Kang and Chris AppelhansBased on KPop Demon Hunters, the film Directed by Maggie Kang and Chris Appelhans

Penguin Blue is back, in a swashbuckling new adventure about pirates, treasure, and friendship from Rob Biddulph, the creative genius behind the #DrawWithRob phenomenon and the bestselling and award-winning Blown Away!A pirate hat.A sunny day.For Penguin BlueA game to play.Your favourite Penguin and his friends are back in a new adventure, and this time they're pirates - ARRRRR!Sailing the seven seas in search of treasure, Captain Blue and his friends are unexpectedly SUNK! But with a shipwreck to explore and a mysterious stranger on a desert island to meet, they might still find some treasure after all...From the bestselling and multi-award-winnning Rob Biddulph, creator of the internet phenomenon Draw With Rob, as seen on YouTube, FaceBook, Instagram, CBeebies and TV news everywhere, and the Waterstones Book Prize-winning Blown Away!!This is the perfect story for boys and girls of 4+, and pirates everywhere, to share with their families! Sink into this treasure and enjoy Rob Biddulph

A spectacularly gigantic fact book from the creative team behind the bestselling FACTopia! series. You are hereby invited to the Palace of Facts, where 400 astonishing facts are on display… Search the treasure room to find out facts about crystals; explore the fossil hall to dig up facts about dinosaurs; scale the observatory to spot facts about space; delve into the dungeons to discover hidden facts. On this marvellous journey, you will be accompanied by three characters – Pip, Alice and their dog Charley – who will lead you from room to room with witty and playful charm.Every fact is woven into Andy Smith’s lavishly illustrated scenes. Inspired by the idea of a memory palace – where facts are located in imagined physical spaces – this unique book makes information both beautiful and memorable.

https://youtu.be/dMEP2kDGDAg ☆★☆從入門到實戰的 Codex App 使用指南☆★☆☆★☆五大完整範例：個人營運長 AI 助理、資料變決策簡報、全端 Web App、自動化工程夥伴、茶葉小舖 iOS App☆★☆► 專案與執行緒管理：用不同執行緒處理不同任務，支援平行開發與任務切換► 多執行模式：可在本機、雲端或不同環境中執行 Codex 任務，AGENTS.md 規則► 最完整 CLI 工具：讓 Codex 能安裝套件、指令、查錯、測試與部署。► 程式碼修改與交付：支援讀檔、改檔、產生 diff、審查變更與提交成果。► Git、GitHub 與 Worktrees：支援版本控制、PR 協作與多分支平行開發。► 權限與沙箱安全：控制 Codex 能不能讀檔、改檔、執行指令或連外部服務。► Skills 技能系統：把常用工作流程封裝成可重複使用的能力。► Plugins 與 MCP：瀏覽器、雲端、資料庫、文件工具與外部服務。► 跨環境操作能力：包含 In-app 瀏覽器、Chrome 擴充功能、Computer Use、Windows、與遠端環境。► 非程式產出能力：支援影像輸入、影像生成、文件處理、PDF、簡報、Appshots 與 Web 搜尋。【內容簡介】前半部先帶讀者認識 AI Agent、Coding Agent 與主流產品差異，再進入安裝、登入、專案選擇、第一次任務與介面設定。書中也會說明 AGENTS.md 的用途，讓 Codex 理解專案架構、開發環境、測試方式與工作限制，並透過 CLI 工具、套件管理、GitHub、容器、雲端、文件與 PDF 工具，真正進入專案工作流程。後半部重點放在 Codex App 的進階應用與完整案例。內容包含提示設計、任務規劃、權限與沙箱安全、diff 審查、Git 與 Worktrees 平行開發，也會介紹 Skills、Plugins、MCP Server、Automations、瀏覽器、Chrome 擴充功能、Computer Use、影像生成、Appshots、Web 搜尋、Windows、遠端與 IDE 整合。最後以五大範例收尾，示範個人營運長 AI 助理、資料變決策簡報、全端 Web App、自動化工程夥伴與茶葉小舖 iOS App。

What if Cinderella never tried on the glass slipper? Now in a deluxe paperback edition featuring gorgeous sprayed edges! Become who you're meant to be in this tale based off of Disney's Cinderella, from the New York Times bestselling series that reimagines beloved Disney classics in a creative way! Unable to prove that she's the missing princess, and unable to bear life under Lady Tremaine any longer, Cinderella attempts a fresh start, looking for work at the palace as a seamstress. But when the Grand Duke appoints her to serve under the king's visiting sister, Cinderella becomes witness to a grand conspiracy to take the king--and the prince--out of power, as well as a longstanding prejudice against fairies, including Cinderella's own Fairy Godmother. Faced with questions of love and loyalty to the kingdom, Cinderella must find a way to stop the villains of past and present . . . before it's too late.

Becoming a writer is a real adventure. This humorous and informational account of a pencil's journey from cedar tree to classroom is told by a stubby little pencil himself. For fans of The Legend of Rock Paper Scissors and The Day the Crayons Quit.It all started in a forest.Before working hard in the classroom and being sharpened down to a stub, Stubby was a towering cedar tree in a forest far away. It hasn't been easy for Stubby--he's been sliced and chewed, made friends and lost them, and even spent three dusty days on the floor before being scooped up . Stubby describes each step of his journey from tree to pencil to writer from his own (very silly, very dramatic, very creative) point of view.Sydra Mallery's text is a testament to her many years as an elementary school teacher--it's an engaging read aloud full of fun information, and sure to have kids on the edge of their seats. John Hare's illustrations contribute even more comedy to Stubby's arduous journey and shine a spotlight o

It's not just people who say "hello”—animals do, too!In this playful story, animals from all over the world show off the unique ways they say “hello.” From belugas’ fin shakes and tongue clicks to fiddler crabs’ waving claws to armadillos’ unrolling to say “hi,” these clever, creative animal greetings encourage young readers to emulate each animals’ gentle movements and to experiment with different ways of greeting one another. This inviting, colorfully illustrated collection of ways to say hello fosters play and curiosity about the natural world while alleviating children’s anxiety about greeting new people.Every Nosy Crow picture book comes with a free Stories Aloud audio recording—just scan the QR code and listen along!

Whether you've been drawing nature for years or you're just getting started, let your imagination run wild with the second book in this brilliant activity series from art teacher Elliot Ryan.This book is packed with over 50 surprising and inspiring nature-themed drawing activities to get your brain buzzing with new ideas! Packaged in an eye-catching, portable drawing pad with tear-out sheets, every child can have fun feeling creative without any pressure to create perfection.With fantastic written and visual prompts which support artistic literacy and spark imagination, the Pen, Pad, Play! series will keep kids (as well as teens and adults!) entertained for hours on end. All you need to get started is curiosity, a little creativity . . . and a pen!*Includes over 50 tear-out nature-themed drawing activities and a sturdy backboard for use on the go!*Written and illustrated prompts help to build children's confidence and artistic literacy.*No previous drawing experience required - anyone

Can Vera the bird (with a little help from Grandad) prove that EVERYONE can be great artist?Grandad has a new pet bird and - wow! - that bird can DRAW. His granddaughter loves to draw too, but her art just can't compare. Can that talented bird find a way to convince her that we're all great artists in our own way, and that the most important thing is doing what makes us happy?Children will fall in love with adorable Grandad, his passionate and creative granddaughter and the cute and enigmatic pet bird Vera in this hilarious story.Very funny and touching story about creativity and not comparing yourself to others.Helps children celebrate their own unique talents and shows the importance of doing what we love.Opens up discussions about how friendship and collaboration can make your favourite activities even more fun!Includes a FREE Nosy Crow Stories Aloud® audiobook! Scan the code, hear the story.

Draw, stick, find, smell, colour, rip, dip, roll, throw and make . . . go outside, play, and get back to nature with National Trust: Rewild This Book!An interactive activity book with a difference, Rewild This Book encourages creative, messy play out in nature.What happens if you dip a page of this book in a puddle or roll the book down the hill? Can you turn mud into mud creatures or make a masterpiece using only a twig? Try, create and see what happens!There are over 60 activities and prompts to help spark your imagination - and remember, you can't rewild this book without getting a little bit WILD!Explore more interactive books from our publishing partnership with the National Trust today!National Trust: Where's Mrs Bee? (for ages 0-2 years)National Trust: Wonder World: Earth (for ages 2-5 years)National Trust: Butterfly Skies (for ages 5-7 years)National Trust: Blossom Origami (for ages 9+)

Ms. Marvel and Ghost-Spider team up in this sixth original Marvel chapter book with black-and-white illustrations throughout and holographic foil on the cover! Gwen Stacy is taking a creative writing class at the Stark Center, and she's got total writer's block. Luckily Kamala Khan offers to help her, but before the two friends can get to work, Super Skrull breaks into the Stark Center and steals one of the Infinity Stones! Ghost-Spider and Ms. Marvel quickly swing into action, but are they powerful enough to stop Super Skrull, a villain who has all the abilities of the Fantastic Four? Adventure awaits in this chapter book perfect for Marvel fans beginning to read on their own or for reading aloud! (c) 2026 MARVEL

隨著大數據分析及人工智能技術在金融領域的應用越來越廣泛，培養學生在金融模型、數據分析以及計算機編程等方面的交叉學科能力也越來越重要。本教材主要講授量化投資交易相關的主要金融理論、數學模型以及其程序代碼實現，目的是讓學生不僅掌握核心的金融理論知識和金融數學模型，同時可以通過Python語言代碼對金融模型進行編程實現及實證檢驗。教材不僅涵蓋了量化金融領域主要的金融理論及金融模型，討論了理論的發展及業界的應用，同時在每一章都針對相關金融模型的Python程序代碼實現進行了詳細講解。

This is the first comprehensive book on the creative universe of NIGO (Tomoaki Nagao) – charting his journey from Toyko in the 1980s to global tastemaker, via a career as influential fashion designer, DJ and record producer.With contributions from NIGO, Pharrell, Yoon Ahn, Tiffany Godoy, Esme Hawes, Rachel HajekNIGO’s pioneering streetwear brand A Bathing Ape (BAPE) drew on his love of American hip-hop and pop culture; nearly 30 years later he became artistic director at luxury fashion house KENZO. He is also a collaborator on brands such as Billionaire Boys Club with Pharrell Williams, and is a member of hip-hop supergroup Teriyaki Boyz.Created in close collaboration with NIGO and his team, this richly illustrated book features texts by leading voices in fashion, design and culture, together with personal insights from three current collaborators (Pharrell Williams, TET Nishiyama and Fraser Cooke).Specially commissioned new photography focuses on objects from NIGO’s archive, published

本書是一部面向大學本科生計算機通識課的立體化教程(含紙質圖書、教學課件、源代碼與視頻教程)。全書共分為8章： 第1章問題求解思維，介紹計算思維以及如何利用AI技術輔助問題求解； 第2章工作環境搭建，介紹Python工作環境搭建以及如何利用AI工具輔助編碼； 第3章模擬科學實驗，通過模擬標記重捕法學習Python的基礎語法，並瞭解如何用計算機模擬科學實驗； 第4章 GUI圖形化界面設計，通過水果卡路里計算器的實現，介紹利用tkinter進行GUI設計的方法； 第5章圖像處理，介紹圖像的存儲、處理原理以及利用pillow庫進行圖像處理的方法； 第6章數據采集及文件讀寫，介紹常用的數據獲取方式、爬蟲原理、常見類型文件的讀寫； 第7章文本分析，通過“哪吒之魔童鬧海”影評數據分析案例，介紹中文分詞、關鍵詞提取、詞雲生成、情感分析等常用文本分析方法； 第8章數據分析，通過分析廣告投放數據，介紹數據分析的基本流程，Pandas進行數據分析以及Matplotlib進行數據可視化的方法。為便於讀者高效學習，快速掌握利用Python解決實際問題的方法，本書作者精心製作了完整的教學課件、完整的源代碼與豐富的配套視頻等內容。本書適合高等院校文科類各專業學生使用，同時也可供相關從業人員學習和參考。

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