Chennai house price prediction using matplotlib in Python

step 1 - we import the data set and the libarys such as NumPy and pandas

step 2 - now we scale the inputs to a smaller values because the models require small intger to process faster

step 3- now we instert a dummy variale in the ones column

step 4- we import the matplot lib libary and plot the data set in a graph

step 5 - now we slipt the datas into input and output as area is taken and input and proce as output in our model

step 6- we create a thetha matrix and compute the error function

step 7 - we create a linear model and use different hyper parametrs such as learning rate

step8- we now plot our model graph and see the error in graph using matplot lib

step 9- the accuracy is been calculated and the prediction function is been called

step 10- we print the predicted values for the given input