31 Questions
What is the main focus of Chapter 3 in the book 'Data Preprocessing Master the Systematic Data Engineering for Building better AI systems'?
Text preprocessing
Which discipline does Natural Language Processing (NLP) draw from?
Computer science and computational linguistics
What is the primary goal of NLP?
Understanding human languages
In which section of the book is Principal Component Analysis (PCA) discussed?
Data normalization and transformation
What does NLP stand for?
Natural Language Processing
What is the theme of Chapter 4 in the book?
Data normalization and transformation
Who introduced the concept of tokens to provide a better grasp of the meaning of a sentence?
Roger Schank
What was the machine 'Colossus' created for?
Decoding Enigma
What did Georges Artsrouni and Petr Troyanskii develop in 1930?
Automatic translators
Which individual introduced the syntactic structures in 1957?
Noam Chomsky
What was Terry Winograd's contribution in the 1960s?
Development of SHRDLU, the first NLP computer program
Which technology is associated with live captions?
Speech recognition
What does NLTK provide interfaces to over 50 of?
Corpora and lexical resources
'Keyword matching' is used in which NLP application?
'Information retrieval: Web searching algorithms'
'Recommendations based on keywords from social media' are associated with which NLP application?
'Target Ads'
What did Alan Turing publish in 1950 introducing the 'Turing test'?
Computing Machinery and Intelligence
What is the primary focus of Chapter 3 in the book 'Data Preprocessing Master the Systematic Data Engineering for Building better AI systems'?
Text preprocessing
Which discipline does Natural Language Processing (NLP) draw from?
Computer science and computational linguistics
What does NLP stand for?
Natural Language Processing
Who introduced the concept of tokens to provide a better grasp of the meaning of a sentence?
Terry Winograd
'Keyword matching' is used in which NLP application?
Information retrieval
What did Alan Turing publish in 1950 introducing the 'Turing test'?
'Computing Machinery and Intelligence'
What was the name of the machine created by Britain in 1946 for decrypting the secret code generated by Tunny?
Colossus
Who introduced the concept of tokens to provide a better grasp of the meaning of a sentence in 1969?
Roger Schank
Which library provides easy-to-use interfaces to over 50 corpora and lexical resources such as WordNet, along with a suite of text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning?
NLTK
Which individual introduced the syntactic structures in 1957?
Noam Chomsky
What type of analysis is done to reviews or posts from apps like Twitter, Yelp, Airbnb, Google reviews, etc, in order to understand human's feelings and emotions?
Sentiment classification
Which application involves algorithms that allow getting a summary out of a text?
Text Summarization
What did French-Armenian Georges Artsrouni and Russian Petr Troyanskii develop in 1930?
Machine Translation
Which technology is associated with live captions?
Text-to-speech and speech-to-text
'Keyword matching' is used in which NLP application?
'Information retrieval'
Test your knowledge about feature engineering, text preprocessing, and data preprocessing techniques for building AI systems. This quiz covers topics from Chapter 3 of 'Data Preprocessing Master the Systematic Data Engineering for Building better AI systems' by Naila Marir, including feature extraction, handling categorical data, text preprocessing, and feature selection.
Make Your Own Quizzes and Flashcards
Convert your notes into interactive study material.
Get started for free
