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TensorFlow in Google Colaboratory

Intro to Machine Learning (ML Zero to Hero – Part 1)

 # simple neural network code example on Colab
import tensorflow as tf
from tensorflow import keras
import numpy as np

model = keras.Sequential([keras.layers.Dense(units=1,input_shape=[1])])
model.compile(optimizer='sgd',loss=keras.losses.MeanSquaredError())

xs = np.array([-1.0,0.0,1.0,2.0,3.0,4.0],dtype=float)
ys = np.array([-3.0,-1.0,1.0,3.0,5.0,7.0],dtype=float)

model.fit(xs, ys, epochs=500)

print(model.predict([10.0])) 

Tensor Flow Machine Learning Zero To HeroTheFireblitz