Data Science


Big Data is the field of study that combines domain expertise, programming skills, and knowledge of mathematics and statistics to extract meaningful insights from data. Big Data practitioners apply machine learning algorithms to numbers, text, images, video, audio, and more to produce artificial intelligence (AI) systems to perform tasks that ordinarily require human intelligence. In turn, these systems generate insights which analysis and business users can translate into tangible business value.



Capture:  Data acquisition, data entry, signal reception, data extraction



Maintain:Data warehousing, data cleansing, data staging, data processing, data architecture



Process: Data mining, clustering/classification, data modelling, data summarization



Communicate: Data reporting, data visualization, business intelligence, decision making



Analyze: Exploratory/confirmatory, predictive analysis, regression, text mining, qualitative analysis


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