This Week I Learned - Week #12 2021
This Week I Learned - * The spoke virtual networks can be hosted in the same or a different Azure subscription with respect to the hub virtual network and they are used to isolate workloads from one another. The benefits of using a hub and spoke configuration include cost savings, overcoming subscription limits, and workload isolation. * Neat compilation of resources for Azure VMware Solution (AVS) * According to Gartner, the root cause of 90% of cloud-based availability issues will be the failure to fully use cloud service provider native redundancy capabilities. * The general phases of the ML lifecycle are data preparation, train and tune, and deploy and monitor, with inference being when we actually serve the model up with new data for inference . * In the detailed preceding ML Lifecycle diagram, the red boxes represent comparatively newer concepts and tasks that are now deemed important to include in, and run in a scalable, operational, and production-oriented (vs. research-or