Information was gathered via online materials and reports, conversations with vendor representatives, and examinations of product demonstrations and free trials.Great Learning Academy offers free certificate courses in various domains such as Data Science, AI, ML, IT & Software, Cloud Computing, Marketing.Description: Anaconda offers its data science and machine learning capabilities via a number of different product editions. Its flagship product is Anaconda Enterprise, an open-source Python and R-focused platform. The tool enables you to perform data science and machine learning on Linux, Windows, and Mac OS.Macbook cannot do that.For example, if you are trying to figure out, whether two stack overflow questions are duplicates of each other.A simple google search will lead you to a number of applications of these algorithms. However words can only capture so much, there are times when you need relationships between sentences and documents and not just words. A Word2Vec effectively captures semantic relations between words hence can be used to calculate word similarities or fed as features to various NLP tasks such as sentiment analysis etc. You can read Mikolov's Doc2Vec paper for more details.Coming to the applications, it would depend on the task.
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