TensorFlow

Question 1

Regular Expression Usage Issues

Answer 1

Requires complete knowledge
Impossible to maintain
Must be rewritten as document population changes

Question 2

Machine Learning benefits

Answer 2

Can automatically learn a large number of features appropriate to the problem
Retraining can be automatic an ongoing

Question 3

Recurrent Neural Network benefits

Answer 3

Feature selection is unneccessary

Deep learning is difficult to train

Question 4

Classification Benefits

Answer 4

Entire text of the receipt is split into words which become the features for the classifier

Question 5

Extraction and ranking benefits

Answer 5

Extraction by pattern matching

Use an aggregation algorithm to predict the string

Question 6

Recurrent neural networkds

Answer 6

Text is fed into the neural network character by character then the network is triggered to generate after a classification of a sequence of characters

Question 7

What is a tensor?

Answer 7

The central unit of the TensorFlow. Sonsists of a set of primitive values shaped into an array of any number of dimensions.

Question 8

Tensor’s rank

Answer 8

Number of dimensions

Question 9

How to import tensor flow in Python

Answer 9

import tensorflow as tf

Question 10

Tensorflow core programs essentially consist of

Answer 10

Building the computational graph

Running the computational graph