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google colaboratory - How can I achieve Python in colab?

I want to try the process defined in

https://www.youtube.com/watch?v=vSzou5zRwNQ

to examine Deep Learning House Price Prediction.

But in my colab there isn't new python 3 notebook available as presented in this video.

My screen is as follows:

colab screenshot

Accordingly the following codes failed with following error massage

colab error massage

Could anyone help me to solve that

Thanks in advance


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that's fine i solve as suggested in comments

here is the right Python Implementation

from keras.models import Sequential
from keras.layers import Dense
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import MinMaxScaler
import matplotlib.pyplot as plt
import pandas as pd
import numpy as np # working with arrays

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