Applied Artificial Intelligence and Machine Learning

Machine learning and artificial intelligence are the most important tools of our era, and Methodiq is more committed than ever to investing in its potential to move Healthcare forward.

Find real-time insights in your transactional data with ML & AI

With machine learning’s capacity to monitor large datasets beyond what any group of humans could and reliably convert that analysis into valuable insights.

Identify and prioritize your highest-value improvement
Develop and integrate data-based intelligence into your roadmap
Maximize the value of your data while considering the unique

ML model development

We use custom ML algorithms, implementing our own models as opposed to using pre-built algorithms for model training. This allows us to split the ML optimization and feature engineering and research process out from the ML deployment and provides a greater degree of flexibility and customization.

Building

Everything is created using a script with CloudFormation to automatically build the entire infrastructure for your organization.

Training

For training, we use SageMaker to push our images of algorithms and request the training instance.

Tuning

We have a monitoring system to tell us when something goes wrong, then we can investigate that issue with and take the necessary corrective actions.

Deployment

For our ML deployment, everything is orchestrated by AWS Step Functions.

ML Technologies

Infrastructure

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