TDD Full Course (Learn Test Driven Development with Python)
#tdd #python #unit_testing In this video, we're going to build a complete application from scratch using TDD (test-driven development) with Python with Flask, spaCy, pytest, and Selenium. By the end of this video, you'll learn why TDD is a good practice, how to do TDD, and how to build a simple API to serve a machine learning based statistical language model using spaCy and Flask in Python! ▬▬▬▬▬▬ 👋 Get in Touch! 👋 ▬▬▬▬▬▬ ► Check out the agency where I work! https://www.portalmedia.com ► My LinkedIn https://bit.ly/wesd-linkedin ▬▬▬▬▬▬ 🕘 T I M E S T A M P S 🕘 ▬▬▬▬▬▬ 0:00 - Motivation for TDD 4:24 - The 3 Rules of TDD 7:29 - App Demo 8:52 - Dependencies 11:46 - Project Setup and Coding 27:05 - How to use spaCy for NER 30:16 - Creating Test Doubles 38:39 - Continuing TDD Loop 52:25 - Browser Automation Tests with Selenium 1:12:40 - API Integration Tests with Flask ▬▬▬▬▬▬ 📚 TOPICS OVERVIEW 📚 ▬▬▬▬▬▬ ☁️ Overview of TDD (Test-Driven Development) ☁️ ► What is TDD? ► How to do TDD ► Using Pytest for unit testing ► Using Selenium for browser automation testing ► Named Entity Extraction ► Using spaCy for NLP ► Unit testing in Python ► Writing test doubles ► Build an API with Flask ▬▬▬▬▬▬ 🔗 LINKS ▬▬▬▬▬▬ ► GitHub Repo: https://github.com/wesdoyle/flask-ner Like videos about web development, DevOps, and machine learning? Please support me on Patreon! ► https://bit.ly/pd-patreon
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