### What do you mean by Linear Discriminant Analysis?

Linear Discriminant Analysis is a supervised algorithm as it takes the class label into consideration. It is a way to

### What do you mean by Principal Component Analysis?

Principal component analysis is a technique for feature extraction so, it combines our input variables in a specific way, then we can

### What is Dimensionality Reduction in Machine Learning?

Dimensionality reduction is the process of reducing the number of random variables under consideration, by obtaining a set of principal

### Explain in detail about Scatter Plot?

A scatter plot, also known as a scatter graph or a scatter chart, is a two-dimensional data visualization that uses dots

### What do you mean by Box Plot?

A boxplot is a standardized way of displaying the distribution of data based on a five numbered summary (“minimum”, first

### Explain in detail about Histogram?

A histogram is a plot of the frequency distribution of numeric array by splitting it to small equal-sized bins.

### Explain in detail about Line Chart?

The line chart is represented by a series of datapoints connected with a straight line. Line charts are most often

### Explain about Bar chart?

A bar plot is a plot that presents categorical data with rectangular bars with lengths proportional to the values that

### What do you mean by Matplotlib?

Matplotlib is an amazing visualization library in Python for 2D plots of arrays. Matplotlib is a multi-platform data visualization library

### Explain in detail about Data Visualizations?

Data visualization is the graphical representation of information and data. By using visual elements like charts, graphs, and maps, data