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Questions and Answers
What is the primary focus of the course SEA100 Explorations of Artificial Intelligence?
Which of the following is NOT a common task in Natural Language Processing?
Which Azure service can be used for understanding the intent of text?
What is Conversational AI?
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Which of the following is NOT a common channel for Conversational AI?
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What is the primary purpose of Conversational AI?
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Which of the following is NOT mentioned as a scenario where bots are used?
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What are conversational AI agents generically known as?
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In which of the following scenarios can a bot be used?
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What does Conversational AI enable between an AI agent and a human?
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Which scenario involves providing an automated diagnosis based on symptoms?
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What service is used for key phrase extraction and sentiment analysis in Azure Cognitive Services?
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What is the main purpose of the Speech service in Natural Language Processing?
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What is the primary function of the Language Understanding module?
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Which service is used for speech-to-text capabilities in Azure Cognitive Services?
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What is the sentiment score and predominant language in the provided text analysis example?
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Which service is used for detecting entities and extracting key phrases from text in Azure Cognitive Services?
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What is the primary focus of the Responsible AI Guidelines for Bots mentioned in the text?
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Which platform allows the integration of QnA Maker and LUIS for developing and managing bots?
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What is the purpose of defining a knowledge base of question and answer pairs in the QnA Maker Service?
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What aspect of conversational AI is covered by the QnA Maker Service in Azure?
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What guideline ensures that the bot can seamlessly hand off to a human if necessary?
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What does Natural Language Processing (NLP) specifically deal with according to the text?
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Study Notes
Natural Language Processing (NLP)
- NLP is the area of AI that deals with making sense of written and spoken language.
- It involves various tasks such as text analysis, entity recognition, sentiment analysis, and speech recognition and synthesis.
Text Analytics
- Text analytics is a service that provides sentiment analysis, key phrase extraction, and entity detection.
- It can determine the predominant language and sentiment of a given text.
Speech Recognition and Synthesis
- Speech recognition is the ability to transcribe audible speech to text.
- Speech synthesis is the ability to generate audible speech from text.
Translation
- Translation involves converting text from one language to another.
- For example, translating "Hello" to "你好" (Chinese).
Language Understanding
- Language understanding involves switching the light on based on an entity's utterance and intent.
- It is used in conversational AI to understand user input and respond accordingly.
Conversational AI
- Conversational AI is a solution that enables a dialog between an AI agent and a human.
- It is used in various scenarios such as customer support, reservation systems, digital assistants, online ordering, healthcare, and office productivity.
Conversational AI in Azure
- QnA Maker Service is a cloud-based platform that allows users to define a knowledge base of question and answer pairs.
- Azure Bot Service is a cloud-based platform for developing and managing bots, integrating with LUIS, QnA Maker, and others, and connecting through multiple channels.
Responsible AI Guidelines for Bots
- Be transparent about what the bot can (and can't) do.
- Make it clear that the user is communicating with a bot.
- Enable the bot to seamlessly hand-off to a human if necessary.
- Ensure the bot respects cultural norms.
- Ensure the bot is reliable.
- Respect user privacy.
- Handle data securely.
- Ensure the bot meets accessibility standards.
- Assume accountability for the bot's actions.
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Description
Test your knowledge on the basics of Natural Language Processing (NLP) and Conversational AI. Explore definitions, common tasks, Azure services, and concepts related to NLP and Conversational AI. This quiz is based on the content covered in the SEA100 course at Seneca College.
