Data Science and Machine Learning (Theory and Projects) A to Z - Multiple Random Variables: Curse of Dimensionality

Data Science and Machine Learning (Theory and Projects) A to Z - Multiple Random Variables: Curse of Dimensionality

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

Created by

Quizizz Content

FREE Resource

The video discusses the challenges of estimating probability distributions with random variables, focusing on the use of histograms for single and multivariable data. It highlights the curse of dimensionality, where more variables require exponentially more data to build reliable models. Solutions like PCA and dimensionality reduction are briefly mentioned.

Read more

1 questions

Show all answers

1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

Evaluate responses using AI:

OFF