Data Science and Machine Learning (Theory and Projects) A to Z - Experiment: Recap and Homework

The video tutorial explains the concept of random experiments, outcomes, sample space, and events. It describes how a sample space is the set of all possible outcomes of an experiment, which can be finite or infinite. Events are subsets of the sample space and can also be finite or infinite. The tutorial includes a homework problem involving a four-sided die, where the experiment is to roll the die until an even number appears. The video concludes with a discussion on how to convert these events into numbers for probabilistic modeling.

What is the definition of a random experiment?

Explain what an outcome is in the context of an experiment.

What is meant by the term 'sample space'?

Describe the characteristics of a sample space.

What is an event in relation to a sample space?

In the given experiment with a four-sided die, what is the sample space?

Write down an event where the sum of rolls results in an even number.