Certification analytics through big data and machine learning
Rx claims certification testing to determine anomaly among the business rules of 2 pharmacy benefit managers (PBMs) responsible for half a million transaction records in a day.
With the growing usage and popularity of big data and the emergence of statistics machine learning is gaining everybody’s attention.
Although machine learning has been in the market for some time now, the ability to apply complex and difficult mathematical calculations to big data is a recent development.
It has made it possible to quickly and automatically produce models that can analyze bigger and more complex data, deliver faster and more accurate results.
In order to create good machine learning systems, you would need data preparation capabilities, basic and advanced algorithms, automation and iterative processes, scalability and ensemble modelling. The different types of machine learning include supervised and unsupervised learning.
GUIs help you build machine learning models and implement an iterative machine learning process characterized by algorithms that include neutral networks, decision trees, Bayesian networks etc.
Besides the algorithms, you would need different tools and processes. You can get the best of big data by pairing it with algorithms for the task at hand with comprehensive data quality and management, GUIs for building models and process flows, easy model deployment etc.
e-Zest provides your business the opportunity to implement distributed computing using big data technologies like Apache Mahout, Spark, R-Hadoop or initial analytics processing in projects like Hive/Pig and feed output to machine learning algorithms for model/learning generation.
To know more about the big data infrastructure and machine learning, contact our experts today at info@e-zest.com and understand how to tap this opportunity to grow your business.
e-Zest is a leading digital innovation partner for enterprises and technology companies that utilizes emerging technologies for creating engaging customers experiences. Being a customer-focused and technology-driven company, it always helps clients in crafting holistic business value for their software development efforts. It offers software development and consulting services for cloud computing, enterprise mobility, big data and analytics, user experience and digital commerce.