Data Analytics and Machine LearningNew
Do you have access to lots and lots of test, development, app, and service data—really big data—from client and cloud service log files, test execution results, and more? Then, you have a great opportunity to begin using data analytics and machine learning (ML) to gain new product quality insights. Bring your laptops and your sense of discovery as Ken Johnston and Eun Change introduce analysis techniques and ML tools to help you develop new and potentially groundbreaking insights. First, they present a fast-paced statistics primer for those with no prior data exploration experience and others looking for a refresher in descriptive statistics. With that foundation, Ken and Eun introduce machine learning and walk you through foundational ML algorithms. They demonstrate several open source ML tools that you can start using right away. Leave with an understanding of the what, why and how of data analytics—and a jumpstart on your machine learning journey.
Note: Participants are encouraged—but not required—to bring a laptop computer to this tutorial.