Gradient descent for linear regression
Andrey Vlasenko
Python
8 Chapters
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The starting point for all optimization theory and machine learning is the idea that we can use calculus to automatically step by step change the result towards improvement. In this course, we will apply this idea to a linear model.
Gradient descent for linear regression
INTERMEDIATE
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Forfatter: Andrey Vlasenko
Kursbeskrivelse
The starting point for all optimization theory and machine learning is the idea that we can use calculus to automatically step by step change the result towards improvement. In this course, we will apply this idea to a linear model.
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Complete this visualization code
Visualization of the derivative
Derivative with respect to b
Derivative with respect to k
Complete the loop of approaching optimal
Vectors of derivatives
Visualization of the gradient direction
Complete the gradient descent
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