Podcast
Questions and Answers
What is a key difference between Script-bots and Smart-bots?
What is a key difference between Script-bots and Smart-bots?
- Script-bots are free and easy to integrate, while Smart-bots work on bigger databases directly.
- Script-bots are programmed with limited functionality, while Smart-bots need coding to work.
- Script-bots require little language processing skills, while Smart-bots learn with more data. (correct)
- Script-bots work around a script, while Smart-bots are flexible and powerful.
What type of therapy is considered effective for addressing stress based on the text?
What type of therapy is considered effective for addressing stress based on the text?
- Humanistic Therapy
- Psychoanalytic Therapy
- Cognitive Behavioural Therapy (CBT) (correct)
- Dialectical Behavior Therapy (DBT)
Why do people sometimes get stressed and potentially depressed, according to the text?
Why do people sometimes get stressed and potentially depressed, according to the text?
- Due to excessive work hours
- Because of financial problems
- Lack of social life
- Facing competition and high expectations (correct)
How can a platform help people undergoing stress according to the text?
How can a platform help people undergoing stress according to the text?
What is the purpose of creating a dictionary in the context of creating document vectors?
What is the purpose of creating a dictionary in the context of creating document vectors?
What does a '1' under a word in the document vector signify?
What does a '1' under a word in the document vector signify?
Why were no tokens removed during the stopwords removal step in the example given?
Why were no tokens removed during the stopwords removal step in the example given?
What is the primary reason for incrementing the value under a word in a document vector by 1?
What is the primary reason for incrementing the value under a word in a document vector by 1?
What is the purpose of stop word filtering in text analysis?
What is the purpose of stop word filtering in text analysis?
Which tool from the provided links can be used for stemming?
Which tool from the provided links can be used for stemming?
Based on the corpus, what does Document 3 imply about health chatbots?
Based on the corpus, what does Document 3 imply about health chatbots?
What is the key purpose of creating a document vector table for all documents?
What is the key purpose of creating a document vector table for all documents?
Study Notes
Script-bots vs Smart-bots
- Script-bots follow a pre-defined script, whereas Smart-bots use AI to respond to user input
Stress and Therapy
- Cognitive-behavioral therapy (CBT) is considered effective for addressing stress
Causes of Stress and Depression
- People sometimes get stressed and potentially depressed due to the inability to cope with the demands of modern life
Platform Support for Stress
- A platform can help people undergoing stress by providing support and resources to cope with stress
Document Vectors and Dictionaries
- Creating a dictionary is essential in creating document vectors to map words to indices
- A '1' under a word in the document vector signifies the presence of that word in the document
Stopwords Removal
- No tokens were removed during the stopwords removal step in the example because the tokens were not stopwords
- The primary purpose of incrementing the value under a word in a document vector by 1 is to count the frequency of the word
- Stop word filtering is used in text analysis to remove common words that do not carry meaningful information
Text Analysis Tools
- The Porter Stemmer tool can be used for stemming
Document Corpus
- Document 3 implies that health chatbots can be effective in providing support and resources for mental health
Document Vector Table
- The key purpose of creating a document vector table for all documents is to enable comparison and analysis of the documents
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Description
Explore the differences between Script-bots and Smart-bots through this quiz. Learn about the features, functionalities, and requirements of each type of bot.
