Understand the AI-powered test automation with Magic PodNozomi Ito
?
This document outlines a workshop agenda for understanding AI-powered test automation using Magic Pod, covering its introduction, basic and practical exercises, and technical details. The workshop aims to familiarize participants with Magic Pod's functionality, including creating and managing test cases for applications, as well as utilizing machine learning technologies to enhance test automation. Key topics include setting up the Magic Pod environment, performing various exercises, and exploring the future of test automation with AI.
基礎からわかる、機械学習のソフトウェアテストのへの適用例 - 「Bag Of Words」を使った「類似チケットの検索」Nozomi Ito
?
This document discusses bag-of-words, a technique in natural language processing where a text is represented as the bag (multiset) of its words, disregarding grammar and even word order but keeping multiplicity. The document provides examples of how bag-of-words works by taking text samples and representing them as vectors of word counts. It also discusses how to calculate the similarity between two text samples represented as bag-of-words vectors using cosine similarity.