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Welcome to Imarticus Learning! In this video, we delve into one of the most fundamental and widely used algorithms in Machine Learning and Data Science — Linear Regression . Whether you're a beginner eager to understand the basics or a professional looking to reinforce your skills, this session covers both Simple and Multiple Linear Regression in a clear, concise manner. You’ll explore key concepts such as the linear regression equation, model evaluation metrics like R² Score, MAE, MSE, and RMSE, along with core assumptions like linearity, independence, multicollinearity, and homoscedasticity. This is an essential starting point for anyone pursuing the best machine learning course to build a career in predictive analytics. At Imarticus Learning, we make complex topics easy to understand with expert-led instruction, flexible learning formats, and robust support systems including mock tests, study materials, and mentorship. If you're looking to upskill with industry-relevant tools and concepts, this is the perfect video to get started.

Welcome to Imarticus Learning! In this video, we delve into one of the most fundamental and widely used algorithms in Machine Learning and Data Science — Linear Regression . Whether you're a beginner eager to understand the basics or a professional looking to reinforce your skills, this session covers both Simple and Multiple Linear Regression in a clear, concise manner. You’ll explore key concepts such as the linear regression equation, model evaluation metrics like R² Score, MAE, MSE, and RMSE, along with core assumptions like linearity, independence, multicollinearity, and homoscedasticity. This is an essential starting point for anyone pursuing the best machine learning course to build a career in predictive analytics. At Imarticus Learning, we make complex topics easy to understand with expert-led instruction, flexible learning formats, and robust support systems including mock tests, study materials, and mentorship. If you're looking to upskill with industry-relevant tools and concepts, this is the perfect video to get started.