Lab Assignment 7 Linear regression Tensorflow - rashmitripathi/Big_Data_Analytics_And_Apps GitHub Wiki

## 1. TensorFlow Programming:Write a TensorFlow program for the following Task.

a. Implement linear regression for dataset that is not covered in class (e.g. Boston Dataset -https://archive.ics.uci.edu/ml/datasets/Housing).

b. Plot training cost using Matplotlib in python.

c. Implement cross-validation (Optional)

I have implemented linear regression using two datasets. One from Boston Housing set and other weight bias own dataset.

DataSet 1:

Following is the output using random data:

Source Code

[https://github.com/rashmitripathi/Big_Data_Analytics_And_Apps/blob/master/Assignment%207/source/TensorflowLinearRegression/LinearRegressionPlot.py](Using Random Data)

Using Boston Housing Dataset:

DataSet2:

Source Code

[https://github.com/rashmitripathi/Big_Data_Analytics_And_Apps/blob/master/Assignment%207/source/TensorflowLinearRegression/myLinearRegression.py](Using Boston Housing dataset)

References:

https://aqibsaeed.github.io/2016-07-07-TensorflowLR/