A microservices-based Streaming and Batch data processing in Cloud Foundry and Kubernetes

A machine learning plugin for Elasticsearch providing aggregations to compute multiple linear regression on search results in real-time for predictive analytics.

this project aims to be an easy and reusable way to use supervised machine learning techniques

Flink CEP combined with PA model

Text mining in Java

Some fun programs that implement predictive analytics in Java, taken for my Predictive Analytics graduate class at NYU

Predict which page/resource a user is likely to request next and prepare the resource beforehand, to achieve practically zero turnaround time. This repo hosts a novel embeddable-framework for predicting next user-requests and proactively caching the associated resource using pattern-mining techniques.

This is an out-of-the-box, fully deployable predictive analytics solution that enables organizations to incorporate the power of Big Data, AI and Machine Learning (ML) technologies for mobile devices. This solution integrates multiple services (both native and third-party ones) available in the Amazon AWS marketplace.

Integration of ML-based predictive services with rule-based decision services

Breans is an open-source Java library designed to make machine learning and AI techniques approachable, modular, and ready for real-world deployment. From building neural networks and regression models to performing clustering, probabilistic simulations, and behavior-driven AI logic.

Siddhi extension to evaluate Predictive Model Markup Language (PMML).