Mastering Python Design Patterns

本書從Flask框架的基礎知識講起，逐步深入到使用Flask進行Web應用開發實戰。其中，重點介紹了使用Flask+SQLAlchemy進行服務端開發，以及使用Jinja 2模板引擎和Bootstrap進行前端頁面開發的方法，不但可以讓讀者系統地學習用Python微型框架開發Web應用的相關知識，而且還能對Web開發中基於角色訪問權限控制的方法等相關知識有更為深入的理解。本書提供了大量的實戰案例引

This is ''Vogue Knitting''''s definitive guide to learning all about yarn, needles, patterns and, of course, those two basic stitches: knitting and purling.

本書整合了人工智能經典算法、Python編程、開源建模平臺及開源硬件等技術，圍繞人工智能新技術――計算機視覺的工程應用，採用項目式學習的形式，對計算機視覺的典型應用案例做了詳細完整的介紹。本書包括圖像分類、手寫體識別、人體穴位識別、目標跟蹤、人臉識別、表情識別、圖像風格遷移、圖像低照度增強等內容和案例，各篇章分“項目導引”“任務與目標”“知識準備”“編程實踐”“拓展訓練”等環節，全書體例統一，注重

本書根據中小學學生的特點和學習能力編排Python與人工智能教學的內容，寓教於樂。和本書配套的還有作者研發的“中小學編程智能教學平臺”，平臺教學資源豐富，智能化程度高，配有大量的教學和學習工具，方便教師備課和對學生進行個性化的教學和輔導。

《算法――Python語言實現(圖解視頻版)》在剖析計算機算法理論的基礎上致力於實戰開發的應用，通過理論與實戰相結合的方式幫助讀者提升算法設計能力。全書共11章，第1章介紹了算法效率分析的相關概念和思想；第2、4、5章分別講解了分而治之算法、貪婪算法和動態規劃，來傳遞算法設計思想；第3章詳細講解了排序算法，幫助讀者奠定算法設計的基石；第6、7、9、11章分別闡述了線性規劃、圖論、字符串匹配算法和計

貝葉斯統計是和基於頻率的傳統統計 (頻率派統計) 不同的一套關於統計推斷或決策 的理論、方法與實踐. 本書除了介紹貝葉斯統計的基本概念之外， 還介紹了不同貝葉斯模型的數學背景、與貝葉斯模型對應的各種計算方法， 並基於資料例子來介紹如何通過各種軟件實現資料分析.本書使用的軟件是以 R 為平臺的 Stan 和以 Python 為平臺的 PyMC3， 它們都是人們喜愛的**的基於 MCMC 和C++ 編

The role of interaction and corrective feedback is central to research in second language learning and teaching, and this volume is the first of its kind to explain and apply design methodologies and materials in an approachable way. Using examples from interaction, feedback and task studies, it presents clear and practical advice on how to carry out research in these areas, providing step-by step guides to design and methodological principles, suggestions for reading, short activities, memory aids and an A-Z glossary for easy reference. Its informative approach to study design, and in-depth discussions of implementing research methodology, make it accessible to novice and experienced researchers alike. Commonly used tools in these paradigms are explained, including stimulated recalls, surveys, eye-tracking, metanalysis and research synthesis. Open research areas and gaps in the literature are also discussed, providing a point-of-departure for researchers making their first foray into

The role of interaction and corrective feedback is central to research in second language learning and teaching, and this volume is the first of its kind to explain and apply design methodologies and materials in an approachable way. Using examples from interaction, feedback and task studies, it presents clear and practical advice on how to carry out research in these areas, providing step-by step guides to design and methodological principles, suggestions for reading, short activities, memory aids and an A-Z glossary for easy reference. Its informative approach to study design, and in-depth discussions of implementing research methodology, make it accessible to novice and experienced researchers alike. Commonly used tools in these paradigms are explained, including stimulated recalls, surveys, eye-tracking, metanalysis and research synthesis. Open research areas and gaps in the literature are also discussed, providing a point-of-departure for researchers making their first foray into

As much as skills and styles matter when it comes to design, every visual begins with a fundamental element that can be enhanced or expanded into an aesthetically pleasing and meaningful piece of work

This book examines how the context of the project provides a causative force for an appropriate architectural lighting design solutions. Why should the lighting world be flat, and at the cost of the a

Typography is an essential component of graphic design. Whether it provides continuity between disparate graphic elements, or acts as a solo piece, typography is as alluring and attractive as it is go

Every serious wine connoisseur dreams of building a wine cellar to house their precious collections. With so many factors to take into account - location, interior design, lighting, temperature contro

Exploring the ways in which language and conflict are intertwined and interrelated, this volume examines the patterns of public discourse in Ukraine and Russia since the beginning of the Ukrainian Cri

McArthur Binion combines collage, drawing, and painting to create autobiographical abstractions. He paints minimalist grids and patterns over copies of his personal documents and photographs, from his

本書面向非計算機專業的大學生，旨在提高學生知識交叉融合貫通、求解問題的能力。全書分為基礎篇和應用篇。基礎篇以計算思維為導向，講解計算求解的基本思維方式，python的基礎語法及數據結構；應用篇則面向實際問題的求解，介紹常見的計算問題及python中的應對方法。本書內容佈局簡潔合理、深入淺出，力求達到基礎學科知識應用融會貫通的目的。為便於教學，本書提供了高質量的PPT，上機實驗。線上教學配套資源豐富，包括重點章節的微課、程序代碼、實例數據，通過二維碼掃描即可獲取。本書既可作為高等學校工科交叉類課程的教材，也可作為各專業計算機課程的參考教材，也適合自學者使用。

本書是面向第4代樹莓派(Raspberry Pi4B)的全新實戰指南。樹莓派(Raspberry Pi)是一款價格低廉、只有一張信用卡大小的計算機。然而麻雀雖小，卻五臟俱全，樹莓派是一款基於Linux操作系統的，能激發用戶探索和實踐計算機專業知識的實用工具。 本書生動有趣、圖文並茂、內容翔實、深入淺出，包括100個樹莓派最典型的應用案例，詳細地剖析了樹莓派的工作原理、網絡應用、Python編程、遊

本書以中學數學、物理等知識為基礎, 使用 Python為計算機語言, 通過對物理、數學生物、醫學、工程學、社會學等多應用領域問題實例的求解訓練, 使學生初步掌握使用計算機在各個學科領域中解決問題的能力, 為進一步在專業學習中使用好計算工具奠定基礎。

本書介紹Jupyter、數據清洗、高級機器學習、網頁爬蟲、交互式可視化、神經網絡、深度學習、模型構建、模型評估與優化、產品化處理等有關深度學習應用方面的內容。本書理論與實踐並重、體系完整、內容新穎、條理清晰、組織合理、強調實踐，包括使用scikitlearn、TensorFlow和Keras創建智能系統和機器學習解決方案，並將論述的重點放在實現和實踐上，以便讓讀者更好地瞭解Python深度學習應

Hospitals today face a huge number of challenges, including new patterns of disease, rapidly evolving medical technologies, ageing populations and continuing budget constraints. This book is written by clinicians for clinicians and hospital managers, and those who design and operate hospitals. It sets out why hospitals need to change as the patients they treat and the technology to treat them changes. In a series of chapters by leading authorities in their field, it challenges existing models, reviews best practice from many countries and presents clear policy recommendations for policymakers and hospital administrators. It covers the main patient groups and conditions as well as those departments that make modern effective care possible, in imaging and laboratory medicine. Each chapter looks at patient pathways, aspects of workforce, required levels of specialisation and technology, and the opportunities and challenges for optimising the delivery of services in the hospital of the fut

★推薦！加深加廣，多元選修★ ★入門！新手練就扎實程式設計、訓練運算思維首選 ★實用！範例以日常生活實務應用，再搭配專題實作 ．微軟最有價值專家(MVP)與資深教師共同執筆 由MVP與科技大學教授程式設計教師根據教育部最新課綱與初學者所應具備程式設計基本素養所撰寫的入門教材，內容兼具理論與實務，書中範例引導初學者邏輯思考、解決問題，是教師教授程式設計與訓練學生運算思維的好教材。 ．扎實訓練，初學打穩基礎 扎實的程式設計訓練，由Python環境建置、結構化程式設計、函式模組化設計，一直到資料庫專題實作。各章節切割獨立單元，使各單元能扎實訓練，內容連貫、範例以日常生活實務應用，使初學者無痛邁入Python程式設計殿堂。 ．新手自學，教師授課首選 全書共十八章，適合初學者自學，教師教學無壓力，由基礎程式設計到資料庫與視窗專題整合全書程式設計技巧，使讀者能融會貫通、學以致用。 ．上機實作，學習與練習一氣呵成 實作豐富多元，如：立方體表面積與體積計算、貸款試算、儲值卡消費購物、BMI值與身體肥胖程度判斷、高速公路過路費計算、階乘計算、計程車跳表收費計算、猜數遊戲、密碼驗證、九九乘法表、串列元素平均計算、矩陣旋轉、求三角形面積自定函式設計...等。

In an increasingly digital world, there's nothing quite like the sentiment of receiving a thoughtful letter via snail mail. Keep in Touch introduces original designs for invitations, postcards, stamps, and seals, offering a fresh perspective on an age-old tradition.Through interviews with international artists and designated chapters on every mailable creation, readers will discover a modern take on postal design and its timeless ability to connect us all.

For generations the empire has spread across the world, nigh-unstoppable in their advance. Its power depends on its automata, magically animated and programmed with sigils and patterns painted in myst

《大數據采集與爬蟲》主要講解了如何使用Python編寫網絡爬蟲程序，內容包括Python環境搭建、Python的基礎語法、爬蟲基礎知識、網絡基礎知識、常用爬蟲庫和解析庫、數據持久化存儲、Web API和異步數據抓取技術、Selenium和ChromeDriver的用法，以及Scrapy爬蟲框架的基本原理和操作。*後介紹了一個網絡爬蟲的綜合案例，以鞏固前面所學的知識。 《大數據采集與爬蟲》適合

大數據分析與機器學習技術已成為各行各業實現數字化變革的關鍵驅動力。本書以功能強大且較易上手的Python語言為編程環境，全面講解了大數據分析與機器學習技術的商業應用實戰。全書共16章，講解了線性回歸模型、邏輯回歸模型、決策樹模型、樸素貝葉斯模型、K近鄰算法模型、隨機森林模型、AdaBoost與GBDT模型、XGBoost與LightGBM模型、PCA(主成分分析)模型、聚類與分群模型(KMeans

本書由一線測試工程師結合工作實踐精心編撰。全書基於Python語言，從環境搭建、基礎知識、常用框架、項目實戰、持續集成等方面詳細介紹了Web自動化測試的必備知識。全書共三篇14章，第一篇(第1～第7章)為基礎篇，介紹Python語言基礎、Selenium和WebDriver的使用以及兩個流行的單元測試框架UnitTest和Pytest；第二篇(第8章～第10章)為實踐篇，主要以數據驅動模型和PO模型為例介紹自動化測試項目的流程和應用；第三篇(第11章～14章)為卓異篇，介紹了測試人員如何拓展自己的知識面、提高項目代碼質量的建議以及一些與自動化測試相關的面試題。 本書技術先進，通俗易懂，示例豐富，特別適合於想入行自動化測試崗位的初學者和在校學生，也適合掌握了一定的測試基礎知識希望快速提升實戰能力的讀者使用。

本書以Python 3.7版本作為數據分析與挖掘實戰的應用工具，從Python的基礎語法開始，陸續介紹有關數值計算的numpy、數據處理的pandas、數據可視化的matplotlib和數據挖掘的sklearn等內容。全書共涵蓋15種可視化圖形以及10個常用的數據挖掘算法和實戰項目，通過本書的學習，讀者可以掌握數據分析與挖掘的理論知識和實戰技能。 本書適於統計學、數學、經濟學、金融學、管理學以及相關理工科專業的本科生、研究生使用，也能夠提高從事數據諮詢、研究或分析等人士的專業水平和技能。

本書詳細闡述了與Python數據可視化相關的基本解決方案，主要包括數據可視化和數據探索的重要性、繪圖知識、Matplotlib、利用Seaborn簡化可視化操作、繪製地理空間數據、基於Bokeh的交互式操作等內容。此外，本書還提供了相應的示例、代碼，以幫助讀者進一步理解相關方案的實現過程。 本書適合作為高等院校計算機及相關專業的教材和教學參考書，也可作為相關開發人員的自學教材和參考手冊。

本書以某上市電商企業的客戶數據、訂單數據、股價數據為基礎，由淺入深、循序漸進地介紹Python可視化技術，重點介紹Matplotlib與Pyecharts在數據可視化應用中的基本功能和使用技巧。全書以案例為主線，既包括軟件的操作與應用，又融入了數據可視化的基礎知識，繪圖案例大多選自工作實踐，可使讀者真正掌握專業的可視化方法與技巧，提升數據分析的整體能力。本書配套資源包含案例採用的數據源文件、源代碼和教學視頻，供讀者在閱讀本書時進行操作練習和參考。 本書可作為管理、經濟、社會人文等領域的人員學習Python軟件進行大數據可視化分析的參考書，也可以作為大中專院校相關專業的教學用書或參考書。

Master simple to advanced biomaterials and structures with this essential text. Featuring topics ranging from bionanoengineered materials to bio-inspired structures for spacecraft and bio-inspired robots, and covering issues such as motility, sensing, control and morphology, this highly illustrated text walks the reader through key scientific and practical engineering principles, discussing properties, applications and design. Presenting case studies for the design of materials and structures at the nano, micro, meso and macro-scales, and written by some of the leading experts on the subject, this is the ideal introduction to this emerging field for students in engineering and science as well as researchers.

本書從Python基礎程式設計開始，經由流程控制、迴圈、串列、函式、字典、檔案操作等章節，逐漸邁向資料爬蟲技能：存取開放資料、JSON與CSV、爬蟲網頁資訊進行彙整，以120個精選範例讓初學者徹底掌握Python基礎到資料存取與爬蟲應用精髓。 ■易學：初學者透過步驟練習可以完整重現書中範例。同時配合大量範例了解Python語法、字典、檔案、動態生成網頁、存取CSV與JSON以及網路爬蟲進行整合運用。 ■易懂：範例日常生活化，逐步解說，易學易懂。 ■易教：本書經過初學者與開發人員試讀、教師試教，修改內容與作法，去蕪存菁，教師免備課。 書中提供精選實務案例供讀者練習套用，包含： *產品管理系統-存取檔案 *產品管理系統-以CSV與JSON為資料來源 *模擬遊戲卡牌遊戲 *爬取博客來網站資訊 *動態爬取網路圖片 *爬取Dcard熱門文章 *讀取OpenData農場資訊 *讀取OpenData計算農場數並繪製柱狀圖 *讀取OpenData動態製作農村地方美食小吃網頁 *讀取健保資料開放服務製作口罩剩餘數量查詢網頁

Microeconomics is a classroom-tested resource for learning the key concepts, essential tools, and applications of microeconomics. This leading textbook enables students to recognize and analyze significant data, patterns, and trends in real markets through its integrated, student-friendly approach to the subject — providing practice problems, hands-on exercises, illustrative examples, and engaging applications that ground theory firmly in the real world. Each chapter, opening with a set of clearly defined learning goals based on the Bloom Taxonomy, features numerous Learning-by-Doing (LBD) problems, mathematical and graphical data, and varied problem sets focused on current events.Now in its sixth edition, the text offers extensive new and revised content throughout. All applications reflect current data and important new developments in the field of economics, including behavioral economics, randomized controlled trials (RCTs) in policy evaluation and design, and computational-based m

The Beijing Institute of Architectural Design (Group) Co., Ltd (BIAD) is a large-scale state-owned architectural design and consulting institute established in 1949, the same year the People's Republi

Scholastic Early Learners: From morning to night, help Dino match the patterns he finds throughout his day with interactive cloth tabs. Perfect for developing motor skills and teaching pattern recogni

Design Genius Jr: Adventures in Engineering for Kids teaches creative problem solving, design thinking, and multiple facets of engineering to expands kids’ understanding of the world today and the pos

本書通過50個趣味十足的遊戲及活動為10歲及以上的孩子們講述了Python的基本技巧。通過對本書的學習，孩子們可以從掌握編程的基本代碼塊到寫出自己的代碼。有趣的遊戲實例，生動的圖文講解，交互式的課程設計，讓編程不再只是枯燥的代碼，而是有趣的思維活動。

本書根據中小學學生的特點和學習能力編排Python與人工智能教學的內容，寓教於樂。和本書配套的還有作者研發的“中小學編程智能教學平臺”，平臺教學資源豐富，智能化程度高，配有大量的教學和學習工具，方便教師備課和對學生進行個性化的教學和輔導。

本书介绍了如何使用Python来编写网络爬虫程序，内容包括网络爬虫简介、发送请求、提取数据、使用多个线程和进程进行并发抓取、抓取动态页面中的内容、与表单进行交互、处理页面中的验证码问题及使用Scrapy和分布式进行数据抓取等。

Develop a fundamental understanding of heat transfer analysis techniques as applied to earth based spacecraft with this practical guide. Written in a tutorial style, this essential text provides a how-to manual tailored for those who wish to understand and develop spacecraft thermal analyses. Providing an overview of basic heat transfer analysis fundamentals such as thermal circuits, limiting resistance, MLI, environmental thermal sources and sinks, as well as contemporary space based thermal technologies, and the distinctions between design considerations inherent to room temperature and cryogenic temperature applications, this is the perfect tool for graduate students, professionals and academic researchers.

'Atmosphere Anatomies' illustrates how the atmosphere can affect sensory and physiological well-being when incorporated as a meteorological medium into the disciplines of design, particularly urban de

Pytorch是基於python且具備強大GPU加速的張量和動態神經網絡，更是Python中優先的深度學習框架，它使用強大的 GPU 能力,提供*大的靈活性和速度。本書指導讀者以Pytorch為工具在Python中學習深層強化學習(DQN)。主要內容包括：強化學習概述及分類、強化學習的算法和實施方法、在Pytorch中實施深度規劃與實現。、“實施深層強化學習DQN”、理解並實施新的深層強化學習方法