Mastering Python Design Patterns

Heat Exchangers: Selection, Rating, and Thermal Design, Fourth Edition covers the basics of heat exchanger technology, focusing on selection, thermal-hydraulic design, and rating. Designed for student

Smart is not just ticks and crosses,smart is building boats from boxes. Painting patterns, wheeling wagons,being mermaids, riding dragons... From the award-winning creators of The Underwater Fancy-Dre

For knitters who want to know how to make use of their stash and avoid waste, this collection of patterns has the answer. Every knitter knows that sometimes you have yarn left over after finishing a

Service design is a rapidly growing area of interest in design and business management. There are a lot of books on how to get started, but this is the first book that describes what a ‘good’ service

"I was part of Fleur's British Interior Design Exhibition in London in the 1980s. The strength of Fleur's vision defined the event and made participation a real pleasure for me." - John Pawson, Renown

The chilling sequel to no. 1 bestseller InvisibleFBI analyst Emmy Dockery's unique ability to uncover the patterns that others miss has brought her an impressive string of arrests. But a new case – un

An essential new look at the design philosophy that interrogated modern living against the turbulent political landscape of 1960s Italy In the mid-1960s, reacting to contemporary social and political

《Python數據挖掘入門與實踐》一書作為數據挖掘入門讀物，介紹了數據挖掘的基礎知識、基本工具和實踐方法，通過循序漸進地講解算法，帶你輕鬆踏上數據挖掘之旅。本書採用理論與實踐相結合的方式，呈現瞭如何使用決策樹和隨機森林算法預測美國職業籃球聯賽比賽結果，如何使用親和性分析方法推薦電影，如何使用樸素貝葉斯算法進行社會媒體挖掘，等等。本書也涉及神經網絡、深度學習、大數據處理等內容。

The art of folding is traditionally seen purely in terms of ori- gami and structures in paper, today it is used in many creative fields: design, architecture, industry, furniture, clothes, jew- els...

With analysis on nearly twenty projects from well-known architects, this book provides an unmissable opportunity to learn from the experts. Famous architects walk through the design process, with full

Artists and designers such as Marcus Coates, Konstantin Grcic, Susana Soares, Pinar Yoldas, Thalia de Jong, Martin Avila and others imagine life itself--genetic material as a design medium. These arti

This book introduces engineering students and staff to concepts and practical measures associated with the rational design of water and wastewater treatment units.Key basic concepts and suitable

Create an inclusive classroom for all with these fun and accessible activities for Art, Design Technology and Music lessons. Each lesson is tailored for children working below National Curriculum leve

Surrogates: a graduate textbook, or professional handbook, on topics at the interface between machine learning, spatial statistics, computer simulation, meta-modeling (i.e., emulation), design of expe

機器學習是一門涉及高等數學、線性代數、概率論、統計學和運籌學等領域的交叉學科。機器學習的基礎就是數學，這也就要求學習者要有良好的數學基礎。為了降低機器學習的學習門檻，本書深入淺出地對機器學習算法的數學原理進行了嚴謹的推導；並利用Python 3對各種機器學習算法進行複現，還利用介紹的算法在相應數據集上進行實戰。本書主要內容包括機器學習及其數學基礎；線性回歸、局部加權線性回歸兩種回歸算法；Logis

A leadership consultant and neuropsychologist identify the universal habits of the heart and mind—the keys to eliminating behavior patterns that hold us back, unlocking our true potential, and creatin

This work presents comprehensive analytical, computational, experimental investigations, and proposes improved design guidelines that structural engineers can utilize to enhance the seismic design of

本書由工程師撰寫，系統介紹機器學習中需要的主要數學知識，以及機器學習算法的實現和應用場景，為機器學習初學者制定了如何夯實基礎的方案。本書以機器學習的算法為主線，深入剖析算法的概念和數學原理，以通俗形象的語言進行介紹，讓讀者無需瞭解太多前置數學知識，就能看懂數學公式的表達意思，從而深度掌握機器學習的思想和原理。主要內容包括：首先介紹機器學習基本概念及工具，然後從概念、原理、Python實現、應用場景

Django是一款高性能的Python Web開發框架，本書全面講解Django開發相關的內容。本書共分為24章，主要內容包括Python Web開發的基礎知識、Django項目實戰、使用Django開發API、Django系統運維等部分，其中基礎知識部分講解Python基礎知識、各種常用的數據結構、正則表達式、HTTP協議、字符串編碼等；實戰開發部分講解兩個具體的項目，從功能需求設計、模塊劃分，

本書是Python數據分析與挖掘領域的公認的事實標準，第1版銷售超過10萬冊，銷售勢頭依然強勁，被國內100餘所高等院校採用為教材，同時也被廣大數據科學工作者奉為經典。 作者在大數據挖掘與分析等領域有10餘年的工程實踐、教學和創辦企業的經驗，不僅掌握行業的最新技術和實踐方法，而且洞悉學生和老師的需求與痛點，這為本書的內容和形式提供了強有力的保障，這是本書第1版能大獲成功的關鍵因素。 全書共13

在大數據時代背景下，機器學習是人工智能研究領域中一個極其重要的方向，本書是一本機器學習方面的入門讀物，注重理論與實踐相結合，書中以Python 3.6.5為編寫平臺，共分13章，主要包括機器學習緒論、線性模型、樹回歸、K-means聚類算法、樸素貝葉斯、數據降維、支持向量機、隨機森林、人工神經網絡、協同過濾算法、基於矩陣分解的推薦算法、集成學習、數據預處理等內容。通過本書的學習，除使讀者輕鬆掌握P

本書從統計工作的實際出發，全面介紹Python在統計工作中的應用。涵蓋常見的統計分析任務：描述統計(包括數據整理、計算描述統計指標、編制分佈數列、繪製統計圖等)、概率計算與隨機抽樣、參數估計、假設檢驗(包括參數與非參數檢驗)、方差分析、相關與回歸分析、時間序列分析。重點介紹具體的操作步驟與注意事項。

這是一本Python完全入門的書籍，高中生、文科生通通看得懂，整本書從Python環境、資料結構開始，使用完整流程圖與大量程式實例講解程式設計基礎觀念，為進入人工智慧、機器學習、大數據時代奠定基礎。 全書內容包含263個程式實例，完整解說程式設計、邏輯思維相關知識，這本書同時有139個是非題習題(電子書)、103個選擇題習題(電子書)、98個實作題習題供讀者自我複習與練習，全書包含下列主要內容。 建立正確的Python風格程式 認識內建函數與標準函數庫模組 突破0到1過程，練就紮實基本功 自學者可輕鬆上手，快樂學習 解一元一次和二次方程式 雞兔同籠解聯立方程式 認識音速單位馬赫 認識圓周率PI 認識萊布尼茲級數 認識尼拉卡莎級數 使用蒙地卡羅模擬計算圓周率 認識費式(Fibonacci)數列 認識階乘數(factorial) 認識歐拉數 e 計算座標軸2個點的距離 計算地球任意2個城市間的距離 計算房貸問題 銀行存款單利與複利計算 高斯數學 – 計算等差級數和 溫度知識與攝氏/華氏轉換 12生肖程式設計 人體健康判斷程式 認識火箭升空與宇宙速度 使用者帳號管理系統 加密與解密 -- 凱薩密碼 頂級球星的最愛 – 質數(Prime number) 國王的麥粒 購物車設計 總分、平均、名次成績系統設計與格式化輸出 真心認識元組Tuple 建立血型字典 建立星座字典 設計英漢與漢英字典 夏令營的程式設計 雞尾酒程式設計 歐幾里德演算法 文件探勘與分析 設計建立多封信件程式 威力彩與大樂透程式 認識賭場的遊戲騙局 程式除錯典故 泡沫排序 順序與二分搜尋法 臉書Facebook有約20億用戶，如何在不到一秒驗證登入是正確的使用者 精彩繪圖實例 一本書的誕生最重要價值是有系統傳播知識，讀者可以從有系統知識架構，快速學會想要的知識。

What time of year do leaves change color? Why can’t flowers grow in the snow? Track all four seasons and discover the importance of weather patterns to plant and animal life,

The sun shines bright during the day, but why can't you see it at night? Follow the patterns of the sun and Earth to learn what causes day and night.

￭中學生資訊課程參考用書。￭一般讀者網頁設計自學書。使用最熱門的Python程式語言，搭配Django框架設計出網站範例專案，讓學習者逐步熟悉網站開發技術。提供更多不同的案例讓學習者加強網站開發技巧的熟悉度。

This is a must-have book on the topic of electronic packaging technology -- covering the basics of the technology, electric circuit design for packaging, and the processes related to electronic packaging.

本書旨在成為讀者進入數據科學領域的指南。全書共20章，涵蓋了數據科學及其應用的各個方面，引入經典數據集將理論與實踐相結合，採用Jupyter等工具，以Python語言由淺入深地介紹了數據科學及相關學科的基本概念、數據預處理、機器學習及時間序列等內容，並提供了不同的案例研究，以達到學以致用的效果。通過閱讀本書，讀者將獲得成為一名數據科學家所需的基本知識和技能。本書適合有Python或其他編程語言基礎，並對數據科學感興趣的人員閱讀。

Complete your collection and dig deeper into the evolution of Overwatch with The Art of Overwatch Volume 2, your guide to the art, design, and creation of one of the most popular FPS games of all time

This unique textbook equips students with the theoretical and practical tools needed to model, design, and build efficient and clean low-carbon energy systems. Students are introduced to thermodynamics principles including chemical and electrochemical thermodynamics, moving onto applications in real-world energy systems, demonstrating the connection between fundamental concepts and theoretical analysis, modelling, application, and design. Topics gradually increase in complexity, nurturing student confidence as they build towards the use of advanced concepts and models for low to zero carbon energy conversion systems. The textbook covers conventional and emerging renewable energy conversion systems, including efficient fuel cells, carbon capture cycles, biomass utilisation, geothermal and solar thermal systems, hydrogen and low-carbon fuels. Featuring numerous worked examples, over 100 multi-component homework problems, and online instructor resources including lecture slides, solutions

本書是為適應新工科背景下教學模式改革以及滿足現代科學技術對線性代數的需求而編寫的.主要內容包括：行列式、矩陣及其運算、線性方程組的解、向量組的相關性及向量空間、相似矩陣及二次型.本書取材廣泛，實例豐富，每章都有部分例題採用目前流行的Python語言編寫程序進行求解，突出了對應用數學能力的培養.各章均配有習題，書末附有習題參考答案.本書闡述簡明易懂，注重理論聯繫實際，可作為高等院校各專業線性代數的教材，也可作為相關科技人員和自學者的參考書籍.

A gorgeously illustrated survey of chinoiserie from the 18th century to todayChinoiserie is a term for Western art and design inspired by a largely invented vision of China. Marco Polo's sensational a

The C++ Core Guidelines can help any C++ developer design and write C++ programs that are exceptionally reliable, robust, and well-performing. But the Guidelines are so jam-packed with excellent advic

Harper Design Trade Paperback OriginalSpark your sense of wonder and lift your spirits with this collection of fun, creative activities and ideas to help cultivate daily joy, illustrated with full-col

Award-winning illustrator Lesley Barnes brings a magical touch to this pop-up edition of 'The Snow Queen'."She flies in the thick of snowflake swarms and when she peers through windows, they freeze in patterns like icy flowers."When the wintry Snow Queen steals away Gerda's friend Kay, she must journey to the faraway North to bring him home. A much-loved fairy tale of courage, determination and love.Hans Christian Andersen's classic tale is brought to life with wonderful artwork and inventive pop-ups.

This design and data-driven book explores how climate change effects the ecology of North America through eye-catching infographics, dynamic maps, and color photography.This Is Climate Change, Visuali

Construction comes alive with hands-on activities for kids ages 5 to 10Kids love construction! From bridges to buildings, this book is filled with incredible things that young engineers can design and build themselves. They'll learn how structures are built, what goes on at construction sites, and the ways simple materials like rocks and dirt helped create our modern world. This book keeps kids on track with step-by-step instructions for building paper cup towers, railroads, and more. They'll find out about the infrastructure that makes up our neighborhoods while also discovering how science, technology, engineering, art, and math all play important parts in construction.Go beyond other construction books for kids with: 25 inspiring activities--Introduce kids to real construction with projects they can build at home using easy-to-find materials and an adult assistant.Kid-friendly explanations--Expand the learning with simple explanations of how activities connect to STEAM concepts, as

Modern architecture’s evolution during the interwar period represents one of the most radical turns in design history. While the role of new materials and production modes in this development is

Shanghai-based Atelier Deshaus, founded in 2001 as one of the first private architectural firms in China, is also one of the country's most distinguished and innovative design studios. The firm made i