TENSORFLOW MACHINE LEARNING: A Comprehensive Beginner's Guide to Learn About the Realms of TensorFlow Machine Learning From A-Z by Benjamin Smith

Author:Benjamin Smith [Smith, Benjamin]
Language: eng
Format: azw3
Published: 2020-04-24T16:00:00+00:00

If the rate is small, the algorithm takes many iterations to converge while, if it is too high, there is a chance it might not converge.

Using TensorFlow to Train Linear Regression

Now you have seen what’s going on, we can get on with training a linear regression model using TensorFlow’s estimator API.

The Boston dataset that we are going to use has these variables:

crim

per capita crime rate by town

zn

Residential land plots zoned for 25,000 sq. Ft+.

indus

Non-retail acres for business in each town.

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