Objective
To provide a comprehensive solution that involves developing a subscription based php website, a big data repository to house millions of online data in a condensed format & a search engine that searches the data using Artificial Intelligence (Natural Language Processing) based on several factors like sensitivity score, sentiment analysis, keywords, authors and other search criteria. Finally, it was to provide statistical analysis that includes k-means clustering, lda topic extraction and other meaningful scientific data for data scientists and financial analyst in verticals like Oil & Gas, Finance/Banking and Healthcare to make their prediction and investment decision.
Solution
At the request of the customer, we provided a comprehensive solution that involves developing a subscription based php website. For that, a big data repository was required to house millions of website data in a condensed format. Additional, a search engine that searches the data based on several factors like sensitivity score, sentiment analysis, keywords, authors and other search criteria, Lastly, the web application provides statistical analysis that includes k-means clustering, lda topic extraction and other meaningful scientific data for data scientists and financial analyst to make key predictions about the desired topic.
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