What is Probability Distribution? Why does it exist? Where does it appear in Language Modeling?
Draw or describe a visual model of Probability Distribution. What does it look like conceptually?
Work through a concrete manual example of Probability Distribution with real numbers or pseudocode.
Implement Probability Distribution from scratch in Python. Keep it minimal โ just enough to see it work.
Try Probability Distribution on a real example. Vary the inputs and observe what changes.
Explain Probability Distribution in plain language using an analogy. Could a non-expert follow it?
Build a small project or demo that uses Probability Distribution as a core component.