some terminology in learning theory.
classification
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A brief introduction of simplest classification implement: logistic regression
solving linear regression
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Linear regression is the basis of machine learning.
Basically, to compute the linear regression model, usually we will first look at the cost and try to minimize it. Gradient descent/ Follow the gradient is a general appraoch. And there are two slovers for the optimization problem: least square & normal equation.
useful git command
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markdown some useful git command from my experience in caseā¦
including:
push your local branch to remote repo
build up our work after git clone others
add and commit when in the right branch