As the world keeps spinning and technology keeps progressing ever-further, a lot of focus is being put on optimizing productivity. However, there is an aspect that is being overlooked: adaptivity. Being adaptive as an organization has become critical. It’s not just about your organization, but about helping your clients to be fluent and adaptive as well. In our experience, this means helping the user to get the best experience possible.

Cluster analysis is a process used in artificial intelligence and data mining to discover the hidden structure in your data. There is no single cluster analysis algorithm. Instead, data practitioners choose the algorithm which best fits their needs for structure discovery. Here, we present a comprehensive overview of cluster analysis, which can be used as a guide for both beginners and advanced data scientists.

Launching test automation tools in real time is an essential requirement for testers. That way all your results populate in a one-stop shop for continuous integration. Zephyr Enterprise allows you to integrate with Jira, Confluence, Crowd, and LDAP, continuous integration tools like Jenkins and Bamboo, and automation tools like Selenium and QTP/UFT. These diverse integrations enable you to realize the full benefits of these integrated, best-of-breed systems.

Our recent CIO survey with Oxford Economics contained a few takeaways that stood out to me: most companies are using API-first strategies, and those most committed to this concept report faster innovation and greater value from business partnerships. Even so, the survey indicates that a healthy minority of enterprises still think of APIs in integration-first terms.