Thoughtful Machine Learning with Python: A Test-Driven Approach English | 25 Aug. 2016 | ISBN: 1491924136 | 250 Pages | AZW3/MOBI/EPUB/PDF (conv) | 16.77 MB By teaching you how to code machine-learning algorithms using a test-driven approach, this practical book helps you gain the confidence you need to use machine learning effectively in a business environment. You’ll learn how to dissect algorithms at a granular level, using various tests, and discover a framework for testing machine learning code. The author provides real-world examples to demonstrate the results of using machine-learning code effectively. Featuring graphs and highlighted code throughout, Thoughtful Machine Learning with Python guides you through the process of writing problem-solving code, and in the process teaches you how to approach problems through scientific deduction and clever algorithms.

TDD(Test-Driven Development) 测试驱动开发是敏捷开发中的一项核心实践和技术，也是一种设计方法论。TDD得原理是在开发功能代码之前，先编写单元测试用例代码，测试代码确定需要编写什么产品代码。TDD虽是敏捷方法的核心实践，但不只适用于XP（Extreme Programming），同样可以适用于其他开发方法和过程。 TDD得基本思路就是通过测试来推动整个开发得进行，但测试驱动开发并不只是单纯的测试工作，而是把需求分析，设计，质量控制量化的过程。 TDD的重要目的不仅仅是测试软件，测试工作保证代码质量仅仅是其中一部分，而且是在开发过程中帮助客户和程序员去除模棱两可的需求。TDD首先考虑使用需求（对象、功能、过程、接口等），主要是编写测试用例框架对功能的过程和接口进行设计，而测试框架可以持续进行验证。

Write flexible, maintainable, and verifiable code for .NET Core Write testable code using SOLID principles and dependency injections Recognize the characteristics of a good unit test Structure and group your unit test Use mock objects to handle dependencies Set up an end-to-end continuous integration process

Test-Driven Development with Python, 2nd Edition English | 2017 | ISBN-10: 1491958707 | 592 pages | PDF,MOBI,EPUB (conv) | 8.59 Mb By taking you through the development of a real web application from beginning to end, the updated second edition of this hands-on guide demonstrates the practical advantages of test-driven development (TDD) with Python. You’ll learn how to write and run tests before building each part of your app, and then develop the minimum amount of code required to pass those tests. The result? Clean code that works. Author Harry J.W. Percival uses a concrete example—the development of a web site, from scratch—to teach TDD methodology and how it applies to web programming, from the basics of database integration and Javascript to more advanced topics such as mocking, Ajax, and REST APIs. It's ideal for relative newcomers and self-taught web developers looking to take their skills to the next level with a more structured approach.

Test Driven Development for Embedded C By James W. Grenning Publisher: Pragmatic Bookshelf Released: April 2011 Pages: 352 TDD is a modern programming practice C developers need to know. It's a different way to program---unit tests are written in a tight feedback loop with the production code, assuring your code does what you think. You get valuable feedback every few minutes. You find mistakes before they become bugs. You get early warning of design problems. You get immediate notification of side effect defects. You get to spend more time adding valuable features to your product. James is one of the few experts in applying TDD to embedded C. With his 1.5 decades of training,coaching, and practicing TDD in C, C++, Java, and C# he will lead you from being a novice in TDD to using the techniques that few have mastered. This book is full of code written for embedded C programmers. You don't just see the end product, you see code and tests evolve. James leads you through the thought process and decisions made each step of the way. You'll learn techniques for test-driving code right nextto the hardware, and you'll learn design principles and how to apply them to C to keep your code clean and flexible. To run the examples in this book, you will need a C/C++ development environment on your machine, and the GNU GCC tool chain or Microsoft Visual Studio for C++ (some project conversion may be needed).

Raywenderlich: iOS Test Driven Development by Tutorials