New B1s Servers are unavailableTo ensure performance and reliability in light of ongoing security improvements, the creation of new B1s servers will be limited starting 11/1/2024. We recommend exploring alternative SKUs designed to better support your needs while maintaining high service reliability....
As data sets are put through the ML model, the resulting output is judged on accuracy, allowing data scientists to adjust the model through a series of established variables, called hyperparameters, and algorithmically adjusted variables, called learning parameters. Because the algorithm adjusts as ...
Latin for "link" or "tie," copulas are a set of mathematical tools used in finance to help identify capital adequacy, market risk, credit risk, and operational risk. Copulas rely on the interdependence of returns of two or more assets, and would usually be calculated using thecorrelation coe...
What is Regression?: Regression is a statistical technique used to analyze the data by maintaining a relation between the dependent and independent variables.
Containers depend oncontainerization, the packaging of software code with just the operating system (OS) and its relevant environment variables, configuration files, libraries and software dependencies. The result is a container image that runs on a container platform. A container image represents binar...
in machine learning (ML), prescriptive analytics can help answer questions such as “What if we try this slogan?” and “What is the best shirt color for an older demographic?” You can test variables and even suggest new options that offer a higher chance of generating a positive outcome....
method for finding relationships between variables in a data set. The strengths of relationships are measured by support and confidence. The confidence level is based on how often the if or then statements are true. The support measure is how often the related elements are shown in the data....
Making the right decisions for your ecommerce store isn’t always easy, but running a what-if analysis in Excel can give you the data you need. Here’s how to do it.
When determining which tool to use, answer the following questions: Do we use a single cloud service or multiple providers? Are operational teams buying cloud instances on their own authority, or is cloud purchasing strictly centralized under IT? How big is our company? How sophisticated are our...
that attempts to solve a problem. As data sets are put through the ML model, the resulting output is judged on accuracy, allowing data scientists to adjust the model through a series of established variables, called hyperparameters, and algorithmically adjusted variables, called learning parameters....