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Thought Leadership for AI, Analytics, and Data Science

AI & Data Science Publications

Artificial Intelligence Reports

What Is Machine Learning Operations?

MLOps is a set of practices that allows for standardized collaboration between teams so organizations can manage the lifecycle of machine learning engineering and deployment.

Download the MLOps Overview

The Role of Artificial Intelligence in Cybersecurity

Artificial intelligence solutions have rapidly matured to the point where they can bring substantial benefits to cyber defensive operations across a broad range of organizations and missions.

Download the Cyber and AI Overview

Explainable Artificial Intelligence (XAI): What's Next

XAI is a framework that provides transparency into AI models. For example, in a medical setting, it could explain the rationale behind a diagnosis and bring relevant information for the doctor to review. 

Download Our Overview of Explainable AI

Artificial Intelligence Case Studies

Analytics & Data Science Case Studies

AI & Machine Learning Research Papers

Breakthroughs in AI will lead to incredible advancements for society. That's why we’re committed to both fundamental and applied research and development. Below is a collection of our recently published research papers on important topics including adversarial AI, machine learning, computer vision, and natural language processing.

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