Page 411 - AI Ver 3.0 class 10_Flipbook
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At a Glance
• No-code NLP tools allow users to perform Natural Language Processing tasks without programming knowledge,
offering intuitive interfaces for text analysis, sentiment detection, and more.
• Orange Data Mining is an open-source, no-code/low-code tool for data visualisation, machine learning, and
predictive modeling with a drag-and-drop interface.
• MonkeyLearn is an user-friendly, no-code NLP platform for sentiment analysis, keyword extraction, and customer
feedback analysis, designed for non-technical users.
• MeaningCloud is a no-code NLP tool for text analytics, enabling users to extract insights from text data without
coding, with options for API integration or direct text upload.
• Ideal for businesses and individuals seeking quick, scalable, and automated NLP solutions.
• Sentiment analysis is a technique within Natural Language Processing (NLP) that helps determine the emotional
tone behind a piece of text.
Exercise
Solved Questions
SECTION A (Objective Type Questions)
uiz
Tick ( ) the correct option.
1. Which of the following platforms is NOT a no-code NLP tool?
a. Orange Data Mining b. MonkeyLearn
c. spaCy d. MeaningCloud
2. In Customer Feedback Analysis, the first step is to:
a. Perform sentiment analysis b. Collect feedback data from multiple sources
c. Apply topic modeling d. Preprocess the data
3. During Customer Feedback Analysis, the step where we identify positive or negative sentiment in feedback is called:
a. Topic Modeling b. Data Collection
c. Sentiment Analysis d. Preprocessing
4. The method that uses lexicons and rules to capture both intensity and polarity of sentiments is:
a. Liu Hu b. Vader
c. Multilingual Sentiment d. SentiArt
5. Which of the following is not a lexicon-based method for Sentiment Analysis?
a. Liu Hu b. SentiArt
c. Multilingual Sentiment d. Vader
6. The Multilingual Sentiment method supports:
a. Only English language sentiment analysis b. Multiple languages for sentiment analysis
c. Sentiment analysis for images d. Sentiment analysis for short phrases only
Natural Language Processing (Practical) 409

