Business Analytics

Apply analytics to real business decisions across marketing, finance, operations and people.

Business Analytics is data work judged by the decision it improves, not the model it produces. This pillar covers the tools and the domain knowledge that turn analysis into action: business intelligence dashboards, visual communication with stakeholders, and applied analytics for marketing, finance, operations, supply chain and HR. The emphasis is on framing the right question, choosing metrics that cannot be gamed, and presenting findings to people who will not read your code. Many courses here need little or no programming, which makes them a practical entry point for analysts, product managers, consultants and executives who work alongside technical teams.