Examlex
A network operations team is using the cloud to automate some of their managed customer and branch locations. They require that all of their tooling be ephemeral by design and that the entire automation environment can be recreated without manual commands. Automation code and configuration state will be stored in git for change control and versioning. The engineering high-level plan is to use VMs in a cloud-provider environment then configure open source tooling onto these VMs to poll, test, and configure the remote devices, as well as deploy the tooling itself. Which configuration management and/or automation tooling is needed for this solution?
Least Squares Estimate
A statistical technique that determines the line of best fit for a model by minimizing the sum of the squares of the vertical differences (residuals) between the observed values and the values predicted by the model.
Intercept
In the context of mathematical graphs and equations, it refers to the point where a line or curve crosses an axis.
Regression Analysis
A statistical method for estimating the relationships among variables, often for predicting a dependent variable based on one or more independent variables.
Significance
The degree to which a result, difference, or relationship in data is not likely to occur randomly or by chance but rather is likely to be true.
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