Machine learning (ML) is a subfield of artificial intelligence (AI) that focuses on building systems that can learn from and make decisions based on data. […]
Author: E3CSchools
Standard Deviation
Standard deviation is a measure of the amount of variation or dispersion in a set of values. In machine learning, it is often used to […]
Mean Median Mode
Mean, Median, and Mode Using statistics Module Here’s an example demonstrating how to calculate each of these: Detailed Explanation and Manual Calculation Mean The mean […]
What are Percentiles
Percentiles Explained Percentiles are values below which a certain percentage of the data in a data set falls. For example, the 25th percentile is the […]
Data Distribution
Visualizing Data Distribution Let’s generate a sample dataset and visualize its distribution using a histogram and a box plot.
Normal Data Distribution
In Python, data distribution refers to how data values are spread or distributed across a dataset. There are several types of distributions, each with its […]
Scatter Plot
Creating a scatter plot is a common task in data visualization and machine learning for exploring the relationship between two variables. Below, we will provide […]
Linear Regression
Linear regression is a simple machine learning algorithm used to model the relationship between a dependent variable and one or more independent variables. Here, we’ll […]
Polynomial Regression
Polynomial regression is an extension of linear regression where the relationship between the independent variable XXX and the dependent variable yyy is modeled as an […]
Multiple Regression
Multiple regression is a statistical technique used to model the relationship between a dependent variable and multiple independent variables. In machine learning, this technique is […]