Creative Coding in Python

★★★★★ Coding Tricks出神入化系列 ★★★★★ Python出神入化：Clean Coder才懂的Pythonic技法，為你的程式碼畫龍點睛！ Clean Code in Python - Second Edition Python無所不在，在軟體建構、系統管理、資料處理等領域都可以看到它的蹤影。來自不同領域的開發人員皆面臨雜亂無章、效率低落、不易閱讀、難以測試等非結構化程式碼的挑戰。在《Clean Code in Python》第二版的全新編譯本中，新增了近百頁的內容，我們將利用Python 3.9的最新功能，提升寫程式的技術力，並學習克服這些阻礙以及成功管理專案必備的所有工具。 本書首先描述編寫Clean Code的基本元素，以及它們如何在Python程式設計中發揮關鍵作用。你將學習使用Python標準函式庫與軟體設計的最佳實踐，編寫效能與可讀性兼具的程式碼。 本書更深入探討Python的物件導向程式設計，並說明如何運用描述器和生成器來使用物件。本書也將展示軟體測試的設計原則，並示範如何在程式碼中實作軟體設計模式來解決問題。在最後一章中，我們從堅實（SOLID）平台基礎的程式碼開始討論，將單體應用程式分解成基於微服務的應用程式。 讀完這本書，你將熟悉並應用業界認可的寫程式技巧，設計整潔、可維護又易讀的Pythonic程式碼！ 在這本書中，你將學到： ・利用自動化工具，建立具備效能的開發環境 ・利用Python的魔術方法，編寫整潔又出色的程式碼 ・建立強大的抽象，封裝技術細節，進而減少程式複雜度 ・使用裝飾器、描述器和生成器，建立Python專屬的解決方案 ・理解自動化測試的重要性，藉助單元測試優雅又有效地重構程式碼 ・以Pythonic的獨特風格實作常見的設計模式(例如轉接器、組合等等) ・Clean Code如何演變成為Clean Architecture，為堅實的架構打好基礎 下載範例程式檔案： 本書的程式碼是由GitHub託管，可點選下面圖案前往下載： 下載本書的彩色圖片： 提供您一個包含本書使用的彩色圖表的PDF檔案，可以在此下載：

The world of machine learning is changing all the time. It is so amazing the idea that we are able to take a computer and let it learn as it goes. Without having to write out all of the codes that we need for every situation out there or every input that the user may pick, we are able to write out codes in machine learning, even with Python, in order to let the computer or device learn and make decisions on its own.This guidebook is going to take a closer look at how Python machine learning is able to work, as well as how you can use some of the tools and techniques that come with this process for your own needs. When you are interested in learning more about what machine learning is all about, as well as how you can use a part of the coding from Python inside of this process, then this guidebook is the tool for you Some of the topics that we will explore when we go through this guidebook will include: Understanding some of the basics of machine learning;Some of the different parts tha

An optics experiment is the product of intricate planning and imagination, best learned through practice. Bringing forth the creative side of experimental physics through optics, this book introduces its readers to the fundamentals of optical design through seven key experiments. The book includes several topics to support readers preparing to enter industrial or academic research laboratories. Optical sources, model testing and fitting, noise, geometric optics, optical processes such as diffraction, interference, polarization, and optical cavities, are just some of the key topics included. Coding tutorials are provided in the book and online to further develop readers' experience with design and experimental analysis. This guide is an invaluable introduction to the creative and explorative world of laboratory optics.

Do you already know Python and love using this programming language to create stunning projects? Are you looking to increase your programming skills and stay up to date with the latest languages and trends?Then you've probably been wanting to learn Raspberry Pi 4.Now you can!This comprehensive step-by-step guide will teach you everything you need to know about installing, programming, and learning Raspberry Pi 4.With detailed instructions, tips, tricks, and a full index for you to refer back to, every programmer who desires to learn Raspberry Pi 4 must have this book by their computers.With this book in your hands, you will: Learn step-by-step how to install Raspbian and set up Raspberry Pi 4 to create stunning programs and automationReplace your PC with Raspberry Pi 4 so your computer is completely customizable how you like itBecome a better programmer with Python and practice your coding skills with the steps contained in this bookCreate incredible projects and programs with Raspberr

A project-filled introduction to coding that shows kids how to build programs by making cool games.Scratch, the colorful drag-and-drop programming language, is used by millions of first-time learners worldwide. Scratch 3 features an updated interface, new programming blocks, and the ability to run on tablets and smartphones, so you can learn how to code on the go. In Scratch 3 Programming Playground, you'll learn to code by making cool games. Get ready to destroy asteroids, shoot hoops, and slice and dice fruit! Each game includes easy-to-follow instructions with full-color images, review questions, and creative coding challenges to make the game your own. Want to add more levels or a cheat code? No problem, just write some code. You'll learn to make games like:Maze Runner: escape the maze!Snaaaaaake: gobble apples and avoid your own tailAsteroid Breaker: smash space rocksFruit Slicer: a Fruit Ninja cloneBrick Breaker: a remake of Breakout, the brick-breaking classicPlatformer: a game

With its intuitive yet rigorous approach to machine learning, this text provides students with the fundamental knowledge and practical tools needed to conduct research and build data-driven products. The authors prioritize geometric intuition and algorithmic thinking, and include detail on all the essential mathematical prerequisites, to offer a fresh and accessible way to learn. Practical applications are emphasized, with examples from disciplines including computer vision, natural language processing, economics, neuroscience, recommender systems, physics, and biology. Over 300 color illustrations are included and have been meticulously designed to enable an intuitive grasp of technical concepts, and over 100 in-depth coding exercises (in Python) provide a real understanding of crucial machine learning algorithms. A suite of online resources including sample code, data sets, interactive lecture slides, and a solutions manual are provided online, making this an ideal text both for grad

The legendary comedian, actor, and writer of Monty Python, Fawlty Towers, and A Fish Called Wanda fame shares his key ideas about creativity: that it’s a learnable, improvable skill.“Many people have written about creativity, but although they were very, very clever, they weren't actually creative. I like to think I'm writing about it from the inside.”—John Cleese You might think that creativity is some mysterious, rare gift—one that only a few possess. But you’d be wrong. As John Cleese shows in this short, practical, and often amusing guide, creativity is a skill that anyone can acquire. Drawing on his lifelong experience as a writer, Cleese shares his insights into the nature of creativity and offers advice on how to get your own inventive juices flowing. What do you need to do to get yourself in the right frame of mind? When do you know that you’ve come up with an idea that might be worth pursuing? What should you do if you think you’ve hit a brick wall? We can all