Python Coding challenge - Day 333| What is the output of the following Python Code?

 

Step-by-Step Explanation:

1. import tensorflow as tf:

This imports the TensorFlow library.TensorFlow is used for numerical computations and building machine learning models.

Here, we use TensorFlow to perform matrix operations.

2. a = tf.constant([[1, 2], [3, 4]]):

What is tf.constant?

It creates a constant tensor, which is an immutable multi-dimensional array.

Here:

A 2x2 tensor a is created with the following values:

[[1, 2],

 [3, 4]]

This tensor represents a matrix with two rows and two columns.

3. b = tf.constant([[5, 6], [7, 8]]):

Similar to a, this creates another constant 2x2 tensor b with values:

[[5, 6],

 [7, 8]]

4. result = tf.matmul(a, b):

What is tf.matmul?

tf.matmul performs matrix multiplication between two tensors.

5. print(result):

What does this do?

This prints the result of the matrix multiplication.

Final Output:

Performs matrix multiplication of the two matrices.