The TensorFlow Workshop

Appendix

1. Introduction to Machine Learning with TensorFlow

Activity 1.01: Performing Tensor Addition in TensorFlow

Solution:

1. Import the TensorFlow library:

   import tensorflow as tf

2. Create two tensors with a rank 0 using TensorFlow's Variable class:

   var1 = tf.Variable(2706, tf.int32)

   var2 = tf.Variable(2386, tf.int32)

3. Create a new variable to add the two scalars created and print the result:

   var_sum = var1 + var2

   var_sum.numpy()

   This will result in the following output:

   5092

   This output shows the total revenue for Product A at Location X.

4. Create two tensors, a scalar of rank 0 and a vector of rank 1, using TensorFlow's Variable class:

   scalar1 = tf.Variable(95, tf.int32)

   vector1 = tf.Variable([2706, 2799, 5102], \

                         tf.int32)

5. Create ...