Natural Language Processing Engineer Question:

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Explain me the difference between Data Mining and Machine learning?

Natural Language Processing Engineer Interview Question
Natural Language Processing Engineer Interview Question

Answer:

Machine learning relates with the study, design and development of the algorithms that give computers the capability to learn without being explicitly programmed. While, data mining can be defined as the process in which the unstructured data tries to extract knowledge or unknown interesting patterns. During this process machine, learning algorithms are used.

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Tell us what is inductive machine learning?Collaborative Filtering and Content Based Models are the two popular recommendation engines, what role does NLP play in building such algorithms.

A) Feature Extraction from text
B) Measuring Feature Similarity
C) Engineering Features for vector space learning model
D) All of these