What would be the "Hello World" problem in Ai? Some would say this would be Spam Filtering using Naive Bayesian Classifier, but many would take the MNIST dataset representing the model containing 60.000 different ciphers 0, 1, 2, 3, 4, 5, 6, 7, 8 and 9. This is also known as the MNIST dataset classification problem. To work on this problem using TensorFlow it would be enough … [Read more...] about MNIST dataset classification problem

# tensors

## Tensor in NumPy and what may be useful to know about tensor shapes

NumPy is the fundamental package for scientific computing with Python. It contains among other things: a powerful N-dimensional array object; import numpy as np T = np.array([ [[1,2,3], [4,5,6], [7,8,9]], [[11,12,13], [14,15,16], [17,18,19]], [[21,22,23], [24,25,26], [27,28,29]], ]) print(T.shape) # (3,3,3) print(T.ndim) # 3 print(T.size) # 27 print(T) Each … [Read more...] about Tensor in NumPy and what may be useful to know about tensor shapes