Introduction to Artificial Intelligence (AI)

Learning Path: Data Scientist (AI-Focused)

AI-focused Data Scientists extract insights from data and build predictive models to solve business problems. They combine statistics, ML, and domain expertise to turn raw data into decisions that drive organisations forward.

Learning Path: AI Product Manager

AI Product Managers define what AI-powered products to build, why, and for whom. They work at the intersection of business strategy, user needs, and AI capabilities — translating what AI can do into products that create real value. They combine traditional PM skills with deep AI literacy.

Learning Path: Data Engineer (AI Pipelines)

Data Engineers build and maintain the infrastructure that collects, stores, transforms, and serves data to AI and ML systems. The AI Pipelines specialisation means focusing on reliable, scalable pipelines that feed training data to models and serve inference-time data to production AI applications. Without good data engineering, ML models cannot be trained or serve real users.