Machine Learning Exam Notes

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10 Questions

What are the three types of algorithms used in NLP?

Supervised, unsupervised, and semi-unsupervised

What is Wordnet?

A database of words in NLP

Which algorithm predicts the next word?

Hidden Markov Model

What is Reinforcement learning?

A type of machine learning used in NLP

What is the purpose of JAPE in NLP?

To create complex rules in NLP

What are some real-world applications of NLP?

Voice-based assistants

What are Artificial Neural Networks (ANN)?

Computer hardware devices that mimic the functioning of the human brain

What are some NLP tasks?

Information retrieval, question answering, and language modeling

What are some units in language?

Phonems, morphemes, and lexems

Why is NLP challenging?

Because it involves working with unstructured data such as natural language

Test your knowledge of Natural Language Processing (NLP) and Artificial Neural Networks (ANN) with this Machine Learning Exam Notes quiz. Learn about real world use cases of NLP, including email platforms, voice based assistants, search engines, and automated translation. Explore various NLP tasks such as language modeling, text classification, information extraction, information retrieval, and conversational agents. Sharpen your skills and take your understanding of machine learning to the next level with this informative quiz.

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