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Compute for Cloud
Provision and manage cloud resources to run application without managing physical hardware
GCP offerings:
* Google Compute Engine
Azure offerings:
* Azure Virtual Machines
* Azure App Service
* Azure Container Instances
* Azure Functions
* Azure Automated Kubernetes Service
* Azure Container Apps
Status: #idea
Tags: cloud
References
Identity and Access Management for Cloud
Azure services:
* Resources
* Resource Group
* Microsoft Entra ID
* Azure Resource Manager (ARM)
Status: #idea
Tags: cloud
References
Resource Monitoring and Management
GCP services:
Azure services:
* Resources
* Resource Group
* Azure Resource Manager (ARM)
* Azure Monitor
* *Azure Automation*
* *Azure Policy*
* *Azure Advisor*
* Azure Blueprints
Key Takeaways
* Ensures security, performance, and compliance in the cloud
* Maintains well-managed environments to mitigate risks
* Offers tools like:
* Azure Resource Manager
* Monitor
* Automation
* Allows customization with services like Azure Policy and Blueprints
Status: #idea
Tags:
Storage for Cloud
Managed service responsible for providing readily available cloud storage solutions
How storage works in Azure: Azure Storage Tiers, Azure Data Redundancy Options
Azure offerings:
* Azure Blob Storage
* Azure File Storage
* Azure Data Lake Storage
* Azure Backup and Recovery
Status: #idea
Tags: cloud
References
cluster
distinct physical infrastructure that is housed in a data center
Status: #idea
Tags: cloud
References
data-cleaning
Meaning to identify and correct errors.
* Handling missing data
* Ignore if insignificant
* Fill with a global constant (such as “Unknown”, “N/A”, etc.)
* Fill with mean or median
* Fill with most probably value taken from similar data points (using decision trees or Bayesian methods)
* Smoothing noisy data
* binning
* regression
* clustering
Status: #idea
Tags: data-mining, kdd, data-prepartion
References