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Blog Archive

Tuesday, July 14, 2020

Linear Regression w/ Java & Normal Equation (01)


 Linear Regression w/ Java & Normal Equation (Tutorial 01)
 
prototypeprj.com = zaneacademy.com (version 2.0)

00:06 demo a prebuilt version of the application

01:08 code the application
01:25 go over the classes that make up this app.
02:00 enable JavaFX for this app.

02:21 go over the training data used in this app.

03:06 setup the app. with the commons math library

04:00 code the LinearRegression class

05:04 Linear Regression hypothesis

05:12 implement method that applies normal equation
06:38 throw exception if determinant does not have an inverse

07:20 code the method that estimates rent

07:46 method for handling command line entry in Driver class

08:05 add JavaFX display code

09:00 test run completed app.

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