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Data Science

Ask the pressing questions

 Find areas that your business is finding challenging and drill down to the core issues. 

Acquire the data

 Discover data from different web servers, logs, cases, databases, API and online sources. 

Prepare the data

 Transform and organize your data by removing inconsistent datatypes, as well as misspelled or duplicated attributes. 

Analyse the data

 Define and refine the selection of feature variables that will be used in the model development. 

Methods that deliver results

 

Model the data

Identify the model that best fits your specific business objective. Sovereign will use the models on the training dataset and tests each model, then select the best-performing model.

Visualize and communicate

Organize the data and place it in a simple presentation for you to easily understand and plan ahead.

Deploy and uphold the model

Deploy and maintain the model in a staging environment before deploying it in a production environment, using dashboards and reports to obtain real time analytics to monitor and maintain the model’s performance. 


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