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What are the main phases of the innovation lifecycle?
The waterfall process
Build, measure, learn
Crawl, walk, run
Why are microservices architectures often associated with innovation?
Because microservices architectures are more secure than monolithic software.
Because they're based in Kubernetes
Because they enable introducing new functionality in one microservice without affecting the rest
Why is adopting a DevOps culture critical to enable effective innovation?
Because it enables testing in production
Because it uses GitHub
Because it enables bringing new functionality to applications both quickly and reliably.
Is Kubernetes a requirement to innovate an application?
No, but containerization can make the build step faster.
Yes, only containerized applications can be innovated.
No, because Kubernetes increases the operational complexity for an application.
Is it possible to build machine learning and AI into an application without data scientists?
Yes, with Azure Kubernetes Service.
Yes, with prebuilt models such as Azure AI services.
No, a data science department is always required.
Which Azure service allows the extraction of telemetry information from user activity to validate or reject innovation hypotheses?
Azure DevOps
Azure App Service
Azure Application Insights
Why is data democratization critical for innovation?
Because everybody can use spreadsheets
Because hypothesis validation should be data driven
Because machine learning is the future
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