Kubeflow is the open-source machine learning toolkit on top of Kubernetes. Kubeflow translates steps in your data science workflow into Kubernetes jobs, providing the cloud-native interface for your ML libraries, frameworks, pipelines and notebooks. Read more about Kubeflow
Industry 4.0 is taking every industry by storm with unprecedented advancement with innovative technology solutions. Its key technologies such as automation, AI, ML, Data Analytics and IoT enables industries to drive business operations with automated data-driven intelligence. Integrating the physical and digital systems, the manufacturing industry is increasingly adopting intelligent manufacturing in this Industry 4.0 era.
Picture this: It’s a normal day of working from home as usual since the COVID-19 outbreak. After that satisfying cup of coffee, you log in. But something is wrong. No matter how many times you click, your files don’t open. Your screen is frozen and refuses to budge. And then, you see one of the worst nightmares any IT admin can imagine: “Oops, your files have been encrypted. But don’t worry, we haven’t deleted them yet.
As part of your monitoring and testing strategy, you may run tests on different types of applications that are not publicly available—from local versions of production-level websites to internal applications that directly support your employees. Testing each one requires leveraging tools that allow you to verify functionality across a wide range of devices, browsers, and workflows while maintaining a secure environment.