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Software Courses 113

[Neural Network and Deep Learning] Logistic Regression Cost Function and Gradient Descent

This note is based on Coursera course by Andrew ng. (It is just study note for me. It could be copied or awkward sometimes for sentence anything, because i am not native. But, i want to learn Deep Learning on English. So, everything will be bettter and better :)) To train the parameters W and b of the logistic regression model, I need to define a cost function. Let's take a look at the cost func..

[Neural Network and Deep Learning] Logistic regression and Binary classification.

This note is based on Coursera course by Andrew ng. (It is just study note for me. It could be copied or awkward sometimes for sentence anything, because i am not native. But, i want to learn Deep Learning on English. So, everything will be bettter and better :)) Logistic regression is an algorithm for binary classification. So, let's start by setting up the problem. Here's an example of a binar..

[Neural Network and Deep Learning] What is a neural network?

This note is based on Coursera course by Andrew ng. (It is just study note for me. It could be copied or awkward sometimes for sentence anything, because i am not native. But, i want to learn Deep Learning on English. So, everything will be bettter and better :)) The term, Deep Learning, refers to training Neural Networks, Sometimes very large Neural Networks. Let's start to the Housing Price Pr..

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