CLEAN : Russia presses ahead with trial

The video introduces the concept of regressions, providing an overview of regression analysis.

What is the primary focus of regression analysis?

• To visualize data trends

• To predict future outcomes based on past data

• To cluster data into groups

• To classify data into different categories

Which of the following is a type of regression?

• Neural Networks

• Decision Trees

• K-Means Clustering

• Linear Regression

What is a key characteristic of linear regression?

• It is primarily used for clustering

• It assumes a linear relationship between variables

• It is a non-parametric method

• It is used for classifying data

In which scenario would you apply regression analysis?

• Classifying emails as spam or not spam

• Grouping customers based on purchasing behavior

• Predicting house prices based on features like size and location

• Visualizing the distribution of a dataset

Which of the following is an application of regression?

• Forecasting sales for the next quarter

• Identifying clusters in a dataset

• Classifying images

• Creating decision trees