ML Linear Regression

What is ML
ML Logistic Regression
ML Linear Regression
ML Data Clustering
Categorical Data
ML Decision Tree
ML K-Means
ML KNN
ML Linear Graph
ML Data Cleaning
ML Data Distribution
ML Standard Deviation

ML Linear Regression.

Linear regression is also a type of machine-learning algorithm more specifically a supervised machine-learning algorithm that learns from the labelled datasets and maps the data points to the most optimized linear functions and those can be used for prediction on new datasets.

Supervised learning has two types:

Classification: It predicts the class of the dataset based on the independent input variable. Class is the categorical or discrete values. like the image of an animal is a cat or dog?

Regression: It predicts the continuous output variables based on the independent input variable. like the prediction of house prices based on different parameters like house age, distance from the main road, location, area, etc.