Organizational Analytics with AI

Welcome to Organizational Analytics with AI, an intelligent textbook that teaches how to use graph databases, AI, and natural language processing to unlock hidden insights in HR data.

Why This Course?

Traditional HR information systems track org charts, payroll, and performance reviews. But there is a gold mine of untapped data in your email systems, chat history, and event logs that companies almost never analyze.

This course teaches you to mine that data and turn it into actionable insights about influence, collaboration, sentiment, and organizational health.

What You Will Learn

• How to model organizational data as a graph
• How to load employee event streams into a graph database
• How to run graph algorithms to detect silos, find hidden leaders, and identify vulnerabilities
• How to use NLP and sentiment analysis on organizational communication
• How to build dashboards that give leadership real-time organizational insights

Getting Started

Start with the Course Description for a full overview of topics and learning objectives.