Probability Theory
Probability Theory is the mathematical framework for analysing situations with uncertain outcomes, used to predict and understand the likelihood of specific events occurring in data-related contexts. It encapsulates concepts of randomness, chance and statistical significance, fundamental for data-driven decision making.
Level 1: Emerging
At an emerging level you are beginning to grasp basic probability theory concepts. You're able to identify events, calculate simple probabilities and understand terms like randomness and independence.
Level 2: Proficient
At a proficient level you are able to apply complex probability theory concepts to analyze data, make informed decisions, and communicate insights effectively within your organization.
Level 3: Advanced
At an advanced level, you are proficient in applying complex probability theory concepts to analyze data and make informed decisions. You can confidently interpret results and effectively communicate findings to others.
