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Given a set of points, find a line that fits the data best! Even this simple form of regression allows us to predict future points.
Review core concepts you need to learn to master this subject
Gradient Descent in Regression
Gradient descent step
Gradient Descent is an iterative algorithm used to tune the parameters in regression models for minimum loss.
Portfolio projects that showcase your new skills
Fit a line to data about the honeybee population decline in the United States.
Stress-test your knowledge with quizzes that help commit syntax to memory
The goal of a linear regression algorithm is to find the _____ and _____ that minimize average loss.