Module 11: RNN and security applications

Question 1

NLP (Natural language processing)

Answer 1

Subfield of a bunch of stuff, concerned with interactions between computers and human langauges

Question 2

Applications of text classification

Answer 2

Spam detection
Sentimental analysis
Document classification
Categorize email
Language detection

Question 3

RNN advantages with text classification

Answer 3

Sequentail info processing
variable-length input
feature learning

Question 4

RNN disadvantages with text classification

Answer 4

Vanishing gradient problem
Limited parallization
Sensitivity to input order