COMPUTER FUNDAMENTALS

EMERGING TRENDS IN COMPUTING

ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING

Question [CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
What is the role of modelling in an NLP based AI model?
A
Modelling in NLP helps in processing of AI model
B
Modelling is required to make an AI model
C
In NLP, modelling requires data pre-processing only after which the data is fed to the machine.
D
Modelling is used in simplification of data acquisition
Explanation: 

Detailed explanation-1: -iii What is the role of modelling in an NLP based AI model? Ans: c)In NLP, modelling requires data pre-processing only after which the data is fed to the machine. Ans: a) defined as the fraction of positive cases that are correctly identified.

Detailed explanation-2: -A machine learning model is a file that has been trained to recognize certain types of patterns. You train a model over a set of data, providing it an algorithm that it can use to reason over and learn from those data.

Detailed explanation-3: -1 Answer. Natural Language Processing takes in the data of Natural Languages in the form of written words and spoken words which humans use in their daily lives and operates on this.

Detailed explanation-4: -Natural Language Processing is the practice of teaching machines to understand and interpret conversational inputs from humans. NLP based on Machine Learning can be used to establish communication channels between humans and machines. Although continuously evolving, NLP has already proven useful in multiple fields.

There is 1 question to complete.