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Machine Learning

[Machine Learning]Linear regression with one variable - cost function intuition1

Coursera lecture summary 

Cost function intuition 1

When \theta_1 = 1 = 1, we get a slope of 1 which goes through every single data point in our model. Conversely, when \theta_1 = 0.5, we see the vertical distance from our fit to the data points increase.