Understanding Linear Regression in Machine Learning: A Complete Guide 📊

What is Linear Regression in Machine Learning? In this tutorial, you will learn about Linear Regression Algorithm in Machine Learning, Regression Equation, and more.
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Timestamps
0:30 Linear Regression
1:10 Examine 2 Factors
1:40 Regression Equation
2:13 Prediction using regression line
2:45 Intuition behind regression line
5:14 Finding the best fit line
5:25 Multiple linear regression
5:58 Applications of Linear regression

Linear regression is the statistical method used to determine the strength and direction of the relationship between a dependent variable and one or more independent variables. This tutorial explains decision tree in machine learning and its implementation.
In this series you will learn all types of Machine Learning Algorithms, Supervised Learning, Unsupervised Learning, Reinforcement Learning, KNN, Decision Tree, Linear Regression, Support Vector Machine, Random Forest, Naive Bayes, Logistic regression, K means clustering, Hierarchical clustering, Anomaly detection, Q learning, Deep Q Networks, and more.

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