Machine learning and data mining often employ the same methods and overlap significantly. Natural Language Processing NLP , as a subfield of computer science and artificial intelligence, helps computers understand, interpret and manipulate human language.
NLP is widely used for word segmentation, syntax and semantic analysis, automatic summarization and textual entailment. For data miners who need to deal with a large amount of text, it is a must-have skill to get to know the NLP algorithms. Your project experience is the most provincial proof of your data mining skills. I blogged and did a lot of open source development late in my Ph. Data miners do not only deal with data but also are responsible to explain the outcomes and insights drawn from data to others, even non-technical audience, such as the marketing team.
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